anthropics / courses
File Churn

File change frequency (churn) shows the distribution of file updates (days with at least one commit).

Overview
File Change Frequency Overall
  • There are 51 files with 18,881 lines of code.
    • 0 files changed more than 100 times (0 lines of code)
    • 0 files changed 51-100 times (0 lines of code)
    • 0 files changed 21-50 times (0 lines of code)
    • 5 files changed 6-20 times (2,473 lines of code)
    • 46 files changed 1-5 times (16,408 lines of code)
0% | 0% | 0% | 13% | 86%
Legend:
101+
51-100
21-50
6-20
1-5

explore: grouped by folders | grouped by update frequency | data
Contributors Count Frequency Overall
  • There are 51 files with 18,881 lines of code.
    • 0 files changed by more than 25 contributors (0 lines of code)
    • 0 files changed by 11-25 contributors (0 lines of code)
    • 0 files changed by 6-10 contributors (0 lines of code)
    • 51 files changed by 2-5 contributors (18,881 lines of code)
    • 0 files changed by 1 contributor (0 lines of code)
0% | 0% | 0% | 100% | 0%
Legend:
26+
11-25
6-10
2-5
1

explore: grouped by folders | grouped by contributors count | data
File Change Frequency per File Extension
ipynb, md, txt, py, yaml, json, gitignore
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
ipynb0% | 0% | 0% | 13% | 86%
py0% | 0% | 0% | 0% | 100%
yaml0% | 0% | 0% | 0% | 100%
File Change Frequency per Logical Decomposition
primary
primary (file change frequency)
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
prompt_engineering_interactive_tutorial0% | 0% | 0% | 15% | 84%
real_world_prompting0% | 0% | 0% | 0% | 100%
prompt_evaluations0% | 0% | 0% | 0% | 100%
Most Frequently Changed Files (Top 50)

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsline
churn		first
contributor		latest
contributor
03_Assigning_Roles_Role_Prompting.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 325 - 2024-08-14 2024-09-18 6 4 +654 / -4 colt@anthropic.com 34638987+alexalbertt@users....
02_Being_Clear_and_Direct.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 394 - 2024-08-14 2024-09-18 6 4 +792 / -4 colt@anthropic.com 34638987+alexalbertt@users....
01_Basic_Prompt_Structure.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 459 - 2024-08-14 2024-09-18 6 4 +922 / -4 colt@anthropic.com 34638987+alexalbertt@users....
05_Formatting_Output_and_Speaking_for_Claude.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 517 - 2024-08-14 2024-09-17 6 5 +1039 / -5 colt@anthropic.com 34638987+alexalbertt@users....
10.2_Appendix_Tool Use.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 778 - 2024-08-14 2024-09-18 6 4 +1560 / -4 colt@anthropic.com 34638987+alexalbertt@users....
00_Tutorial_How-To.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 154 - 2024-08-14 2024-09-17 4 3 +310 / -2 colt@anthropic.com 34638987+alexalbertt@users....
07_Using_Examples_Few-Shot_Prompting.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 391 - 2024-08-14 2024-09-17 4 3 +784 / -2 colt@anthropic.com 34638987+alexalbertt@users....
06_Precognition_Thinking_Step_by_Step.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 496 - 2024-08-14 2024-09-17 4 3 +994 / -2 colt@anthropic.com 34638987+alexalbertt@users....
04_Separating_Data_and_Instructions.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 552 - 2024-08-14 2024-09-17 4 3 +1106 / -2 colt@anthropic.com 34638987+alexalbertt@users....
10.1_Appendix_Chaining Prompts.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 708 - 2024-08-14 2024-09-17 4 3 +1418 / -2 colt@anthropic.com 34638987+alexalbertt@users....
__init__.py
in prompt_engineering_interactive_tutorial/AmazonBedrock/utils
 1 - 2024-08-14 2024-08-21 2 2 - colt@anthropic.com 34638987+alexalbertt@users....
prompts.py
in prompt_evaluations/06_prompt_foo_code_graded_classification
 4 2 2024-09-04 2024-09-16 2 2 +120 / -0 colt@anthropic.com 34638987+alexalbertt@users....
prompts.py
in prompt_evaluations/09_custom_model_graded_prompt_foo
 6 3 2024-09-04 2024-09-16 2 2 +28 / -0 colt@anthropic.com 34638987+alexalbertt@users....
prompts.py
in prompt_evaluations/05_prompt_foo_code_graded_animals
 6 3 2024-09-04 2024-09-16 2 2 +52 / -0 colt@anthropic.com 34638987+alexalbertt@users....
promptfooconfig.yaml
in prompt_evaluations/06_prompt_foo_code_graded_classification
 7 - 2024-09-04 2024-09-16 2 2 +22 / -0 colt@anthropic.com 34638987+alexalbertt@users....
transform.py
in prompt_evaluations/05_prompt_foo_code_graded_animals
 8 1 2024-09-04 2024-09-16 2 2 +18 / -0 colt@anthropic.com 34638987+alexalbertt@users....
promptfooconfig.yaml
in prompt_evaluations/05_prompt_foo_code_graded_animals
 12 - 2024-09-04 2024-09-16 2 2 +36 / -0 colt@anthropic.com 34638987+alexalbertt@users....
count.py
in prompt_evaluations/07_prompt_foo_custom_graders
 13 1 2024-09-04 2024-09-16 2 2 +34 / -0 colt@anthropic.com 34638987+alexalbertt@users....
10.3_Appendix_Search & Retrieval.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 24 - 2024-08-14 2024-08-21 2 2 +48 / -0 colt@anthropic.com 34638987+alexalbertt@users....
10_4_Appendix_Search_and_Retrieval.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 24 - 2024-08-14 2024-08-21 2 2 +48 / -0 colt@anthropic.com 34638987+alexalbertt@users....
10_4_Appendix_Search_and_Retrieval.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 24 - 2024-08-14 2024-08-21 2 2 +48 / -0 colt@anthropic.com 34638987+alexalbertt@users....
promptfooconfig.yaml
in prompt_evaluations/07_prompt_foo_custom_graders
 27 - 2024-09-04 2024-09-16 2 2 +56 / -0 colt@anthropic.com 34638987+alexalbertt@users....
promptfooconfig.yaml
in prompt_evaluations/09_custom_model_graded_prompt_foo
 29 - 2024-09-04 2024-09-16 2 2 +66 / -0 colt@anthropic.com 34638987+alexalbertt@users....
custom_llm_eval.py
in prompt_evaluations/09_custom_model_graded_prompt_foo
 34 2 2024-09-04 2024-09-16 2 2 +296 / -0 colt@anthropic.com 34638987+alexalbertt@users....
promptfooconfig.yaml
in prompt_evaluations/08_prompt_foo_model_graded
 42 - 2024-09-04 2024-09-16 2 2 +94 / -0 colt@anthropic.com 34638987+alexalbertt@users....
hints.py
in prompt_engineering_interactive_tutorial/Anthropic 1P
 86 - 2024-08-14 2024-08-21 2 2 +492 / -0 colt@anthropic.com 34638987+alexalbertt@users....
hints.py
in prompt_engineering_interactive_tutorial/AmazonBedrock/utils
 86 - 2024-08-14 2024-08-21 2 2 +492 / -0 colt@anthropic.com 34638987+alexalbertt@users....
00_Tutorial_How-To.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 185 - 2024-08-14 2024-08-21 2 2 +370 / -0 colt@anthropic.com 34638987+alexalbertt@users....
00_Tutorial_How-To.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 195 - 2024-08-14 2024-08-21 2 2 +390 / -0 colt@anthropic.com 34638987+alexalbertt@users....
03_Assigning_Roles_Role_Prompting.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 331 - 2024-08-14 2024-08-21 2 2 +662 / -0 colt@anthropic.com 34638987+alexalbertt@users....
03_Assigning_Roles_Role_Prompting.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 335 - 2024-08-14 2024-08-21 2 2 +670 / -0 colt@anthropic.com 34638987+alexalbertt@users....
10_3_Appendix_Empirical_Performance_Eval.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 342 - 2024-08-14 2024-08-21 2 2 +684 / -0 colt@anthropic.com 34638987+alexalbertt@users....
10_3_Appendix_Empirical_Performance_Evaluations.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 353 - 2024-08-14 2024-08-21 2 2 +706 / -0 colt@anthropic.com 34638987+alexalbertt@users....
07_Using_Examples _Few-Shot_Prompting.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 397 - 2024-08-14 2024-08-21 2 2 +794 / -0 colt@anthropic.com 34638987+alexalbertt@users....
02_Being_Clear_and_Direct.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 399 - 2024-08-14 2024-08-21 2 2 +798 / -0 colt@anthropic.com 34638987+alexalbertt@users....
02_Being_Clear_and_Direct.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 403 - 2024-08-14 2024-08-21 2 2 +806 / -0 colt@anthropic.com 34638987+alexalbertt@users....
07_Using_Examples_Few-Shot_Prompting.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 403 - 2024-08-14 2024-08-21 2 2 +806 / -0 colt@anthropic.com 34638987+alexalbertt@users....
01_Basic_Prompt_Structure.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 493 - 2024-08-14 2024-08-21 2 2 +986 / -0 colt@anthropic.com 34638987+alexalbertt@users....
01_Basic_Prompt_Structure.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 503 - 2024-08-14 2024-08-21 2 2 +1006 / -0 colt@anthropic.com 34638987+alexalbertt@users....
06_Precognition_Thinking_Step_by_Step.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 508 - 2024-08-14 2024-08-21 2 2 +1016 / -0 colt@anthropic.com 34638987+alexalbertt@users....
06_Precognition_Thinking_Step_by_Step.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 514 - 2024-08-14 2024-08-21 2 2 +1028 / -0 colt@anthropic.com 34638987+alexalbertt@users....
05_Formatting_Output_and_Speaking_for_Claude.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 528 - 2024-08-14 2024-08-21 2 2 +1056 / -0 colt@anthropic.com 34638987+alexalbertt@users....
05_Formatting_Output_and_Speaking_for_Claude.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 528 - 2024-08-14 2024-08-21 2 2 +1056 / -0 colt@anthropic.com 34638987+alexalbertt@users....
04_Separating_Data_and_Instructions.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 558 - 2024-08-14 2024-08-21 2 2 +1116 / -0 colt@anthropic.com 34638987+alexalbertt@users....
04_Separating_Data_and_Instructions.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 562 - 2024-08-14 2024-08-21 2 2 +1124 / -0 colt@anthropic.com 34638987+alexalbertt@users....
10_1_Appendix_Chaining_Prompts.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 706 - 2024-08-14 2024-08-21 2 2 +1412 / -0 colt@anthropic.com 34638987+alexalbertt@users....
10_1_Appendix_Chaining_Prompts.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 712 - 2024-08-14 2024-08-21 2 2 +1424 / -0 colt@anthropic.com 34638987+alexalbertt@users....
10_2_Appendix_Tool_Use.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 791 - 2024-08-14 2024-08-21 2 2 +1582 / -0 colt@anthropic.com 34638987+alexalbertt@users....
10_2_Appendix_Tool_Use.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 800 - 2024-08-14 2024-08-21 2 2 +1600 / -0 colt@anthropic.com 34638987+alexalbertt@users....
05_customer_support_ai.ipynb
in real_world_prompting
 1440 - 2024-08-14 2024-08-21 2 2 +2880 / -0 colt@anthropic.com 34638987+alexalbertt@users....
Files With Most Churn (Top 50)
Based on the number of lines added and deleted across all commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsline
churn		first
contributor		latest
contributor
04_call_summarizer.ipynb
in real_world_prompting
 1688 - 2024-08-14 2024-08-21 2 2 +3376 / -0 colt@anthropic.com 34638987+alexalbertt@users....
05_customer_support_ai.ipynb
in real_world_prompting
 1440 - 2024-08-14 2024-08-21 2 2 +2880 / -0 colt@anthropic.com 34638987+alexalbertt@users....
10_2_Appendix_Tool_Use.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 800 - 2024-08-14 2024-08-21 2 2 +1600 / -0 colt@anthropic.com 34638987+alexalbertt@users....
10_2_Appendix_Tool_Use.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 791 - 2024-08-14 2024-08-21 2 2 +1582 / -0 colt@anthropic.com 34638987+alexalbertt@users....
10.2_Appendix_Tool Use.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 778 - 2024-08-14 2024-09-18 6 4 +1560 / -4 colt@anthropic.com 34638987+alexalbertt@users....
10_1_Appendix_Chaining_Prompts.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 712 - 2024-08-14 2024-08-21 2 2 +1424 / -0 colt@anthropic.com 34638987+alexalbertt@users....
10.1_Appendix_Chaining Prompts.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 708 - 2024-08-14 2024-09-17 4 3 +1418 / -2 colt@anthropic.com 34638987+alexalbertt@users....
10_1_Appendix_Chaining_Prompts.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 706 - 2024-08-14 2024-08-21 2 2 +1412 / -0 colt@anthropic.com 34638987+alexalbertt@users....
04_Separating_Data_and_Instructions.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 562 - 2024-08-14 2024-08-21 2 2 +1124 / -0 colt@anthropic.com 34638987+alexalbertt@users....
04_Separating_Data_and_Instructions.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 558 - 2024-08-14 2024-08-21 2 2 +1116 / -0 colt@anthropic.com 34638987+alexalbertt@users....
04_Separating_Data_and_Instructions.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 552 - 2024-08-14 2024-09-17 4 3 +1106 / -2 colt@anthropic.com 34638987+alexalbertt@users....
05_Formatting_Output_and_Speaking_for_Claude.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 528 - 2024-08-14 2024-08-21 2 2 +1056 / -0 colt@anthropic.com 34638987+alexalbertt@users....
05_Formatting_Output_and_Speaking_for_Claude.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 528 - 2024-08-14 2024-08-21 2 2 +1056 / -0 colt@anthropic.com 34638987+alexalbertt@users....
05_Formatting_Output_and_Speaking_for_Claude.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 517 - 2024-08-14 2024-09-17 6 5 +1039 / -5 colt@anthropic.com 34638987+alexalbertt@users....
06_Precognition_Thinking_Step_by_Step.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 514 - 2024-08-14 2024-08-21 2 2 +1028 / -0 colt@anthropic.com 34638987+alexalbertt@users....
06_Precognition_Thinking_Step_by_Step.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 508 - 2024-08-14 2024-08-21 2 2 +1016 / -0 colt@anthropic.com 34638987+alexalbertt@users....
01_Basic_Prompt_Structure.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 503 - 2024-08-14 2024-08-21 2 2 +1006 / -0 colt@anthropic.com 34638987+alexalbertt@users....
06_Precognition_Thinking_Step_by_Step.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 496 - 2024-08-14 2024-09-17 4 3 +994 / -2 colt@anthropic.com 34638987+alexalbertt@users....
01_Basic_Prompt_Structure.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 493 - 2024-08-14 2024-08-21 2 2 +986 / -0 colt@anthropic.com 34638987+alexalbertt@users....
01_Basic_Prompt_Structure.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 459 - 2024-08-14 2024-09-18 6 4 +922 / -4 colt@anthropic.com 34638987+alexalbertt@users....
02_Being_Clear_and_Direct.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 403 - 2024-08-14 2024-08-21 2 2 +806 / -0 colt@anthropic.com 34638987+alexalbertt@users....
07_Using_Examples_Few-Shot_Prompting.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 403 - 2024-08-14 2024-08-21 2 2 +806 / -0 colt@anthropic.com 34638987+alexalbertt@users....
02_Being_Clear_and_Direct.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 399 - 2024-08-14 2024-08-21 2 2 +798 / -0 colt@anthropic.com 34638987+alexalbertt@users....
02_Being_Clear_and_Direct.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 394 - 2024-08-14 2024-09-18 6 4 +792 / -4 colt@anthropic.com 34638987+alexalbertt@users....
07_Using_Examples _Few-Shot_Prompting.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 397 - 2024-08-14 2024-08-21 2 2 +794 / -0 colt@anthropic.com 34638987+alexalbertt@users....
07_Using_Examples_Few-Shot_Prompting.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 391 - 2024-08-14 2024-09-17 4 3 +784 / -2 colt@anthropic.com 34638987+alexalbertt@users....
10_3_Appendix_Empirical_Performance_Evaluations.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 353 - 2024-08-14 2024-08-21 2 2 +706 / -0 colt@anthropic.com 34638987+alexalbertt@users....
10_3_Appendix_Empirical_Performance_Eval.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 342 - 2024-08-14 2024-08-21 2 2 +684 / -0 colt@anthropic.com 34638987+alexalbertt@users....
03_Assigning_Roles_Role_Prompting.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 335 - 2024-08-14 2024-08-21 2 2 +670 / -0 colt@anthropic.com 34638987+alexalbertt@users....
03_Assigning_Roles_Role_Prompting.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 331 - 2024-08-14 2024-08-21 2 2 +662 / -0 colt@anthropic.com 34638987+alexalbertt@users....
03_Assigning_Roles_Role_Prompting.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 325 - 2024-08-14 2024-09-18 6 4 +654 / -4 colt@anthropic.com 34638987+alexalbertt@users....
hints.py
in prompt_engineering_interactive_tutorial/Anthropic 1P
 86 - 2024-08-14 2024-08-21 2 2 +492 / -0 colt@anthropic.com 34638987+alexalbertt@users....
hints.py
in prompt_engineering_interactive_tutorial/AmazonBedrock/utils
 86 - 2024-08-14 2024-08-21 2 2 +492 / -0 colt@anthropic.com 34638987+alexalbertt@users....
00_Tutorial_How-To.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 195 - 2024-08-14 2024-08-21 2 2 +390 / -0 colt@anthropic.com 34638987+alexalbertt@users....
00_Tutorial_How-To.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 185 - 2024-08-14 2024-08-21 2 2 +370 / -0 colt@anthropic.com 34638987+alexalbertt@users....
00_Tutorial_How-To.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 154 - 2024-08-14 2024-09-17 4 3 +310 / -2 colt@anthropic.com 34638987+alexalbertt@users....
custom_llm_eval.py
in prompt_evaluations/09_custom_model_graded_prompt_foo
 34 2 2024-09-04 2024-09-16 2 2 +296 / -0 colt@anthropic.com 34638987+alexalbertt@users....
prompts.py
in prompt_evaluations/06_prompt_foo_code_graded_classification
 4 2 2024-09-04 2024-09-16 2 2 +120 / -0 colt@anthropic.com 34638987+alexalbertt@users....
promptfooconfig.yaml
in prompt_evaluations/08_prompt_foo_model_graded
 42 - 2024-09-04 2024-09-16 2 2 +94 / -0 colt@anthropic.com 34638987+alexalbertt@users....
promptfooconfig.yaml
in prompt_evaluations/09_custom_model_graded_prompt_foo
 29 - 2024-09-04 2024-09-16 2 2 +66 / -0 colt@anthropic.com 34638987+alexalbertt@users....
promptfooconfig.yaml
in prompt_evaluations/07_prompt_foo_custom_graders
 27 - 2024-09-04 2024-09-16 2 2 +56 / -0 colt@anthropic.com 34638987+alexalbertt@users....
prompts.py
in prompt_evaluations/05_prompt_foo_code_graded_animals
 6 3 2024-09-04 2024-09-16 2 2 +52 / -0 colt@anthropic.com 34638987+alexalbertt@users....
10.3_Appendix_Search & Retrieval.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 24 - 2024-08-14 2024-08-21 2 2 +48 / -0 colt@anthropic.com 34638987+alexalbertt@users....
10_4_Appendix_Search_and_Retrieval.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 24 - 2024-08-14 2024-08-21 2 2 +48 / -0 colt@anthropic.com 34638987+alexalbertt@users....
10_4_Appendix_Search_and_Retrieval.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 24 - 2024-08-14 2024-08-21 2 2 +48 / -0 colt@anthropic.com 34638987+alexalbertt@users....
promptfooconfig.yaml
in prompt_evaluations/05_prompt_foo_code_graded_animals
 12 - 2024-09-04 2024-09-16 2 2 +36 / -0 colt@anthropic.com 34638987+alexalbertt@users....
count.py
in prompt_evaluations/07_prompt_foo_custom_graders
 13 1 2024-09-04 2024-09-16 2 2 +34 / -0 colt@anthropic.com 34638987+alexalbertt@users....
prompts.py
in prompt_evaluations/09_custom_model_graded_prompt_foo
 6 3 2024-09-04 2024-09-16 2 2 +28 / -0 colt@anthropic.com 34638987+alexalbertt@users....
promptfooconfig.yaml
in prompt_evaluations/06_prompt_foo_code_graded_classification
 7 - 2024-09-04 2024-09-16 2 2 +22 / -0 colt@anthropic.com 34638987+alexalbertt@users....
transform.py
in prompt_evaluations/05_prompt_foo_code_graded_animals
 8 1 2024-09-04 2024-09-16 2 2 +18 / -0 colt@anthropic.com 34638987+alexalbertt@users....
Files With Most Contributors (Top 50)
Based on the number of unique email addresses found in commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsline
churn		first
contributor		latest
contributor
05_Formatting_Output_and_Speaking_for_Claude.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 517 - 2024-08-14 2024-09-17 6 5 +1039 / -5 colt@anthropic.com 34638987+alexalbertt@users....
02_Being_Clear_and_Direct.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 394 - 2024-08-14 2024-09-18 6 4 +792 / -4 colt@anthropic.com 34638987+alexalbertt@users....
01_Basic_Prompt_Structure.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 459 - 2024-08-14 2024-09-18 6 4 +922 / -4 colt@anthropic.com 34638987+alexalbertt@users....
03_Assigning_Roles_Role_Prompting.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 325 - 2024-08-14 2024-09-18 6 4 +654 / -4 colt@anthropic.com 34638987+alexalbertt@users....
10.2_Appendix_Tool Use.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 778 - 2024-08-14 2024-09-18 6 4 +1560 / -4 colt@anthropic.com 34638987+alexalbertt@users....
07_Using_Examples_Few-Shot_Prompting.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 391 - 2024-08-14 2024-09-17 4 3 +784 / -2 colt@anthropic.com 34638987+alexalbertt@users....
06_Precognition_Thinking_Step_by_Step.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 496 - 2024-08-14 2024-09-17 4 3 +994 / -2 colt@anthropic.com 34638987+alexalbertt@users....
10.1_Appendix_Chaining Prompts.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 708 - 2024-08-14 2024-09-17 4 3 +1418 / -2 colt@anthropic.com 34638987+alexalbertt@users....
00_Tutorial_How-To.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 154 - 2024-08-14 2024-09-17 4 3 +310 / -2 colt@anthropic.com 34638987+alexalbertt@users....
04_Separating_Data_and_Instructions.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 552 - 2024-08-14 2024-09-17 4 3 +1106 / -2 colt@anthropic.com 34638987+alexalbertt@users....
promptfooconfig.yaml
in prompt_evaluations/08_prompt_foo_model_graded
 42 - 2024-09-04 2024-09-16 2 2 +94 / -0 colt@anthropic.com 34638987+alexalbertt@users....
promptfooconfig.yaml
in prompt_evaluations/07_prompt_foo_custom_graders
 27 - 2024-09-04 2024-09-16 2 2 +56 / -0 colt@anthropic.com 34638987+alexalbertt@users....
count.py
in prompt_evaluations/07_prompt_foo_custom_graders
 13 1 2024-09-04 2024-09-16 2 2 +34 / -0 colt@anthropic.com 34638987+alexalbertt@users....
transform.py
in prompt_evaluations/05_prompt_foo_code_graded_animals
 8 1 2024-09-04 2024-09-16 2 2 +18 / -0 colt@anthropic.com 34638987+alexalbertt@users....
prompts.py
in prompt_evaluations/05_prompt_foo_code_graded_animals
 6 3 2024-09-04 2024-09-16 2 2 +52 / -0 colt@anthropic.com 34638987+alexalbertt@users....
promptfooconfig.yaml
in prompt_evaluations/05_prompt_foo_code_graded_animals
 12 - 2024-09-04 2024-09-16 2 2 +36 / -0 colt@anthropic.com 34638987+alexalbertt@users....
prompts.py
in prompt_evaluations/09_custom_model_graded_prompt_foo
 6 3 2024-09-04 2024-09-16 2 2 +28 / -0 colt@anthropic.com 34638987+alexalbertt@users....
promptfooconfig.yaml
in prompt_evaluations/09_custom_model_graded_prompt_foo
 29 - 2024-09-04 2024-09-16 2 2 +66 / -0 colt@anthropic.com 34638987+alexalbertt@users....
custom_llm_eval.py
in prompt_evaluations/09_custom_model_graded_prompt_foo
 34 2 2024-09-04 2024-09-16 2 2 +296 / -0 colt@anthropic.com 34638987+alexalbertt@users....
prompts.py
in prompt_evaluations/06_prompt_foo_code_graded_classification
 4 2 2024-09-04 2024-09-16 2 2 +120 / -0 colt@anthropic.com 34638987+alexalbertt@users....
promptfooconfig.yaml
in prompt_evaluations/06_prompt_foo_code_graded_classification
 7 - 2024-09-04 2024-09-16 2 2 +22 / -0 colt@anthropic.com 34638987+alexalbertt@users....
05_customer_support_ai.ipynb
in real_world_prompting
 1440 - 2024-08-14 2024-08-21 2 2 +2880 / -0 colt@anthropic.com 34638987+alexalbertt@users....
04_call_summarizer.ipynb
in real_world_prompting
 1688 - 2024-08-14 2024-08-21 2 2 +3376 / -0 colt@anthropic.com 34638987+alexalbertt@users....
__init__.py
in prompt_engineering_interactive_tutorial/AmazonBedrock/utils
 1 - 2024-08-14 2024-08-21 2 2 - colt@anthropic.com 34638987+alexalbertt@users....
hints.py
in prompt_engineering_interactive_tutorial/AmazonBedrock/utils
 86 - 2024-08-14 2024-08-21 2 2 +492 / -0 colt@anthropic.com 34638987+alexalbertt@users....
07_Using_Examples _Few-Shot_Prompting.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 397 - 2024-08-14 2024-08-21 2 2 +794 / -0 colt@anthropic.com 34638987+alexalbertt@users....
10_4_Appendix_Search_and_Retrieval.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 24 - 2024-08-14 2024-08-21 2 2 +48 / -0 colt@anthropic.com 34638987+alexalbertt@users....
02_Being_Clear_and_Direct.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 399 - 2024-08-14 2024-08-21 2 2 +798 / -0 colt@anthropic.com 34638987+alexalbertt@users....
05_Formatting_Output_and_Speaking_for_Claude.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 528 - 2024-08-14 2024-08-21 2 2 +1056 / -0 colt@anthropic.com 34638987+alexalbertt@users....
10_3_Appendix_Empirical_Performance_Evaluations.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 353 - 2024-08-14 2024-08-21 2 2 +706 / -0 colt@anthropic.com 34638987+alexalbertt@users....
01_Basic_Prompt_Structure.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 493 - 2024-08-14 2024-08-21 2 2 +986 / -0 colt@anthropic.com 34638987+alexalbertt@users....
10_1_Appendix_Chaining_Prompts.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 706 - 2024-08-14 2024-08-21 2 2 +1412 / -0 colt@anthropic.com 34638987+alexalbertt@users....
06_Precognition_Thinking_Step_by_Step.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 508 - 2024-08-14 2024-08-21 2 2 +1016 / -0 colt@anthropic.com 34638987+alexalbertt@users....
10_2_Appendix_Tool_Use.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 800 - 2024-08-14 2024-08-21 2 2 +1600 / -0 colt@anthropic.com 34638987+alexalbertt@users....
00_Tutorial_How-To.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 185 - 2024-08-14 2024-08-21 2 2 +370 / -0 colt@anthropic.com 34638987+alexalbertt@users....
03_Assigning_Roles_Role_Prompting.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 331 - 2024-08-14 2024-08-21 2 2 +662 / -0 colt@anthropic.com 34638987+alexalbertt@users....
04_Separating_Data_and_Instructions.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 558 - 2024-08-14 2024-08-21 2 2 +1116 / -0 colt@anthropic.com 34638987+alexalbertt@users....
07_Using_Examples_Few-Shot_Prompting.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 403 - 2024-08-14 2024-08-21 2 2 +806 / -0 colt@anthropic.com 34638987+alexalbertt@users....
10_4_Appendix_Search_and_Retrieval.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 24 - 2024-08-14 2024-08-21 2 2 +48 / -0 colt@anthropic.com 34638987+alexalbertt@users....
02_Being_Clear_and_Direct.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 403 - 2024-08-14 2024-08-21 2 2 +806 / -0 colt@anthropic.com 34638987+alexalbertt@users....
05_Formatting_Output_and_Speaking_for_Claude.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 528 - 2024-08-14 2024-08-21 2 2 +1056 / -0 colt@anthropic.com 34638987+alexalbertt@users....
01_Basic_Prompt_Structure.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 503 - 2024-08-14 2024-08-21 2 2 +1006 / -0 colt@anthropic.com 34638987+alexalbertt@users....
10_1_Appendix_Chaining_Prompts.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 712 - 2024-08-14 2024-08-21 2 2 +1424 / -0 colt@anthropic.com 34638987+alexalbertt@users....
06_Precognition_Thinking_Step_by_Step.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 514 - 2024-08-14 2024-08-21 2 2 +1028 / -0 colt@anthropic.com 34638987+alexalbertt@users....
10_2_Appendix_Tool_Use.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 791 - 2024-08-14 2024-08-21 2 2 +1582 / -0 colt@anthropic.com 34638987+alexalbertt@users....
10_3_Appendix_Empirical_Performance_Eval.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 342 - 2024-08-14 2024-08-21 2 2 +684 / -0 colt@anthropic.com 34638987+alexalbertt@users....
00_Tutorial_How-To.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 195 - 2024-08-14 2024-08-21 2 2 +390 / -0 colt@anthropic.com 34638987+alexalbertt@users....
03_Assigning_Roles_Role_Prompting.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 335 - 2024-08-14 2024-08-21 2 2 +670 / -0 colt@anthropic.com 34638987+alexalbertt@users....
04_Separating_Data_and_Instructions.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 562 - 2024-08-14 2024-08-21 2 2 +1124 / -0 colt@anthropic.com 34638987+alexalbertt@users....
10.3_Appendix_Search & Retrieval.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 24 - 2024-08-14 2024-08-21 2 2 +48 / -0 colt@anthropic.com 34638987+alexalbertt@users....
Files With Least Contributors (Top 50)
Based on the number of unique email addresses found in commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsline
churn		first
contributor		latest
contributor
04_call_summarizer.ipynb
in real_world_prompting
 1688 - 2024-08-14 2024-08-21 2 2 +3376 / -0 colt@anthropic.com 34638987+alexalbertt@users....
05_customer_support_ai.ipynb
in real_world_prompting
 1440 - 2024-08-14 2024-08-21 2 2 +2880 / -0 colt@anthropic.com 34638987+alexalbertt@users....
10_2_Appendix_Tool_Use.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 800 - 2024-08-14 2024-08-21 2 2 +1600 / -0 colt@anthropic.com 34638987+alexalbertt@users....
10_2_Appendix_Tool_Use.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 791 - 2024-08-14 2024-08-21 2 2 +1582 / -0 colt@anthropic.com 34638987+alexalbertt@users....
10_1_Appendix_Chaining_Prompts.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 712 - 2024-08-14 2024-08-21 2 2 +1424 / -0 colt@anthropic.com 34638987+alexalbertt@users....
10_1_Appendix_Chaining_Prompts.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 706 - 2024-08-14 2024-08-21 2 2 +1412 / -0 colt@anthropic.com 34638987+alexalbertt@users....
04_Separating_Data_and_Instructions.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 562 - 2024-08-14 2024-08-21 2 2 +1124 / -0 colt@anthropic.com 34638987+alexalbertt@users....
04_Separating_Data_and_Instructions.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 558 - 2024-08-14 2024-08-21 2 2 +1116 / -0 colt@anthropic.com 34638987+alexalbertt@users....
05_Formatting_Output_and_Speaking_for_Claude.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 528 - 2024-08-14 2024-08-21 2 2 +1056 / -0 colt@anthropic.com 34638987+alexalbertt@users....
05_Formatting_Output_and_Speaking_for_Claude.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 528 - 2024-08-14 2024-08-21 2 2 +1056 / -0 colt@anthropic.com 34638987+alexalbertt@users....
06_Precognition_Thinking_Step_by_Step.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 514 - 2024-08-14 2024-08-21 2 2 +1028 / -0 colt@anthropic.com 34638987+alexalbertt@users....
06_Precognition_Thinking_Step_by_Step.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 508 - 2024-08-14 2024-08-21 2 2 +1016 / -0 colt@anthropic.com 34638987+alexalbertt@users....
01_Basic_Prompt_Structure.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 503 - 2024-08-14 2024-08-21 2 2 +1006 / -0 colt@anthropic.com 34638987+alexalbertt@users....
01_Basic_Prompt_Structure.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 493 - 2024-08-14 2024-08-21 2 2 +986 / -0 colt@anthropic.com 34638987+alexalbertt@users....
07_Using_Examples_Few-Shot_Prompting.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 403 - 2024-08-14 2024-08-21 2 2 +806 / -0 colt@anthropic.com 34638987+alexalbertt@users....
02_Being_Clear_and_Direct.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 403 - 2024-08-14 2024-08-21 2 2 +806 / -0 colt@anthropic.com 34638987+alexalbertt@users....
02_Being_Clear_and_Direct.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 399 - 2024-08-14 2024-08-21 2 2 +798 / -0 colt@anthropic.com 34638987+alexalbertt@users....
07_Using_Examples _Few-Shot_Prompting.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 397 - 2024-08-14 2024-08-21 2 2 +794 / -0 colt@anthropic.com 34638987+alexalbertt@users....
10_3_Appendix_Empirical_Performance_Evaluations.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 353 - 2024-08-14 2024-08-21 2 2 +706 / -0 colt@anthropic.com 34638987+alexalbertt@users....
10_3_Appendix_Empirical_Performance_Eval.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 342 - 2024-08-14 2024-08-21 2 2 +684 / -0 colt@anthropic.com 34638987+alexalbertt@users....
03_Assigning_Roles_Role_Prompting.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 335 - 2024-08-14 2024-08-21 2 2 +670 / -0 colt@anthropic.com 34638987+alexalbertt@users....
03_Assigning_Roles_Role_Prompting.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 331 - 2024-08-14 2024-08-21 2 2 +662 / -0 colt@anthropic.com 34638987+alexalbertt@users....
00_Tutorial_How-To.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 195 - 2024-08-14 2024-08-21 2 2 +390 / -0 colt@anthropic.com 34638987+alexalbertt@users....
00_Tutorial_How-To.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 185 - 2024-08-14 2024-08-21 2 2 +370 / -0 colt@anthropic.com 34638987+alexalbertt@users....
hints.py
in prompt_engineering_interactive_tutorial/AmazonBedrock/utils
 86 - 2024-08-14 2024-08-21 2 2 +492 / -0 colt@anthropic.com 34638987+alexalbertt@users....
hints.py
in prompt_engineering_interactive_tutorial/Anthropic 1P
 86 - 2024-08-14 2024-08-21 2 2 +492 / -0 colt@anthropic.com 34638987+alexalbertt@users....
promptfooconfig.yaml
in prompt_evaluations/08_prompt_foo_model_graded
 42 - 2024-09-04 2024-09-16 2 2 +94 / -0 colt@anthropic.com 34638987+alexalbertt@users....
custom_llm_eval.py
in prompt_evaluations/09_custom_model_graded_prompt_foo
 34 2 2024-09-04 2024-09-16 2 2 +296 / -0 colt@anthropic.com 34638987+alexalbertt@users....
promptfooconfig.yaml
in prompt_evaluations/09_custom_model_graded_prompt_foo
 29 - 2024-09-04 2024-09-16 2 2 +66 / -0 colt@anthropic.com 34638987+alexalbertt@users....
promptfooconfig.yaml
in prompt_evaluations/07_prompt_foo_custom_graders
 27 - 2024-09-04 2024-09-16 2 2 +56 / -0 colt@anthropic.com 34638987+alexalbertt@users....
10_4_Appendix_Search_and_Retrieval.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic
 24 - 2024-08-14 2024-08-21 2 2 +48 / -0 colt@anthropic.com 34638987+alexalbertt@users....
10_4_Appendix_Search_and_Retrieval.ipynb
in prompt_engineering_interactive_tutorial/AmazonBedrock/boto3
 24 - 2024-08-14 2024-08-21 2 2 +48 / -0 colt@anthropic.com 34638987+alexalbertt@users....
10.3_Appendix_Search & Retrieval.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 24 - 2024-08-14 2024-08-21 2 2 +48 / -0 colt@anthropic.com 34638987+alexalbertt@users....
count.py
in prompt_evaluations/07_prompt_foo_custom_graders
 13 1 2024-09-04 2024-09-16 2 2 +34 / -0 colt@anthropic.com 34638987+alexalbertt@users....
promptfooconfig.yaml
in prompt_evaluations/05_prompt_foo_code_graded_animals
 12 - 2024-09-04 2024-09-16 2 2 +36 / -0 colt@anthropic.com 34638987+alexalbertt@users....
transform.py
in prompt_evaluations/05_prompt_foo_code_graded_animals
 8 1 2024-09-04 2024-09-16 2 2 +18 / -0 colt@anthropic.com 34638987+alexalbertt@users....
promptfooconfig.yaml
in prompt_evaluations/06_prompt_foo_code_graded_classification
 7 - 2024-09-04 2024-09-16 2 2 +22 / -0 colt@anthropic.com 34638987+alexalbertt@users....
prompts.py
in prompt_evaluations/05_prompt_foo_code_graded_animals
 6 3 2024-09-04 2024-09-16 2 2 +52 / -0 colt@anthropic.com 34638987+alexalbertt@users....
prompts.py
in prompt_evaluations/09_custom_model_graded_prompt_foo
 6 3 2024-09-04 2024-09-16 2 2 +28 / -0 colt@anthropic.com 34638987+alexalbertt@users....
prompts.py
in prompt_evaluations/06_prompt_foo_code_graded_classification
 4 2 2024-09-04 2024-09-16 2 2 +120 / -0 colt@anthropic.com 34638987+alexalbertt@users....
__init__.py
in prompt_engineering_interactive_tutorial/AmazonBedrock/utils
 1 - 2024-08-14 2024-08-21 2 2 - colt@anthropic.com 34638987+alexalbertt@users....
10.1_Appendix_Chaining Prompts.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 708 - 2024-08-14 2024-09-17 4 3 +1418 / -2 colt@anthropic.com 34638987+alexalbertt@users....
04_Separating_Data_and_Instructions.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 552 - 2024-08-14 2024-09-17 4 3 +1106 / -2 colt@anthropic.com 34638987+alexalbertt@users....
06_Precognition_Thinking_Step_by_Step.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 496 - 2024-08-14 2024-09-17 4 3 +994 / -2 colt@anthropic.com 34638987+alexalbertt@users....
07_Using_Examples_Few-Shot_Prompting.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 391 - 2024-08-14 2024-09-17 4 3 +784 / -2 colt@anthropic.com 34638987+alexalbertt@users....
00_Tutorial_How-To.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 154 - 2024-08-14 2024-09-17 4 3 +310 / -2 colt@anthropic.com 34638987+alexalbertt@users....
10.2_Appendix_Tool Use.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 778 - 2024-08-14 2024-09-18 6 4 +1560 / -4 colt@anthropic.com 34638987+alexalbertt@users....
01_Basic_Prompt_Structure.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 459 - 2024-08-14 2024-09-18 6 4 +922 / -4 colt@anthropic.com 34638987+alexalbertt@users....
02_Being_Clear_and_Direct.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 394 - 2024-08-14 2024-09-18 6 4 +792 / -4 colt@anthropic.com 34638987+alexalbertt@users....
03_Assigning_Roles_Role_Prompting.ipynb
in prompt_engineering_interactive_tutorial/Anthropic 1P
 325 - 2024-08-14 2024-09-18 6 4 +654 / -4 colt@anthropic.com 34638987+alexalbertt@users....
Correlations

File Size vs. Number of Changes: 51 points

prompt_engineering_interactive_tutorial/Anthropic 1P/01_Basic_Prompt_Structure.ipynb x: 459 lines of code y: 6 # changes prompt_engineering_interactive_tutorial/Anthropic 1P/02_Being_Clear_and_Direct.ipynb x: 394 lines of code y: 6 # changes prompt_engineering_interactive_tutorial/Anthropic 1P/03_Assigning_Roles_Role_Prompting.ipynb x: 325 lines of code y: 6 # changes prompt_engineering_interactive_tutorial/Anthropic 1P/10.2_Appendix_Tool Use.ipynb x: 778 lines of code y: 6 # changes prompt_engineering_interactive_tutorial/Anthropic 1P/05_Formatting_Output_and_Speaking_for_Claude.ipynb x: 517 lines of code y: 6 # changes prompt_engineering_interactive_tutorial/Anthropic 1P/00_Tutorial_How-To.ipynb x: 154 lines of code y: 4 # changes prompt_engineering_interactive_tutorial/Anthropic 1P/04_Separating_Data_and_Instructions.ipynb x: 552 lines of code y: 4 # changes prompt_engineering_interactive_tutorial/Anthropic 1P/06_Precognition_Thinking_Step_by_Step.ipynb x: 496 lines of code y: 4 # changes prompt_engineering_interactive_tutorial/Anthropic 1P/07_Using_Examples_Few-Shot_Prompting.ipynb x: 391 lines of code y: 4 # changes prompt_engineering_interactive_tutorial/Anthropic 1P/10.1_Appendix_Chaining Prompts.ipynb x: 708 lines of code y: 4 # changes prompt_evaluations/05_prompt_foo_code_graded_animals/promptfooconfig.yaml x: 12 lines of code y: 2 # changes prompt_evaluations/05_prompt_foo_code_graded_animals/prompts.py x: 6 lines of code y: 2 # changes prompt_evaluations/05_prompt_foo_code_graded_animals/transform.py x: 8 lines of code y: 2 # changes prompt_evaluations/07_prompt_foo_custom_graders/count.py x: 13 lines of code y: 2 # changes prompt_evaluations/07_prompt_foo_custom_graders/promptfooconfig.yaml x: 27 lines of code y: 2 # changes prompt_evaluations/08_prompt_foo_model_graded/promptfooconfig.yaml x: 42 lines of code y: 2 # changes prompt_evaluations/09_custom_model_graded_prompt_foo/custom_llm_eval.py x: 34 lines of code y: 2 # changes prompt_evaluations/09_custom_model_graded_prompt_foo/promptfooconfig.yaml x: 29 lines of code y: 2 # changes prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/00_Tutorial_How-To.ipynb x: 185 lines of code y: 2 # changes prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/01_Basic_Prompt_Structure.ipynb x: 493 lines of code y: 2 # changes prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/02_Being_Clear_and_Direct.ipynb x: 399 lines of code y: 2 # changes prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/03_Assigning_Roles_Role_Prompting.ipynb x: 331 lines of code y: 2 # changes prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/04_Separating_Data_and_Instructions.ipynb x: 558 lines of code y: 2 # changes prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/05_Formatting_Output_and_Speaking_for_Claude.ipynb x: 528 lines of code y: 2 # changes prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/06_Precognition_Thinking_Step_by_Step.ipynb x: 508 lines of code y: 2 # changes prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/10_1_Appendix_Chaining_Prompts.ipynb x: 706 lines of code y: 2 # changes prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/10_2_Appendix_Tool_Use.ipynb x: 800 lines of code y: 2 # changes prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/10_3_Appendix_Empirical_Performance_Evaluations.ipynb x: 353 lines of code y: 2 # changes prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/10_4_Appendix_Search_and_Retrieval.ipynb x: 24 lines of code y: 2 # changes prompt_engineering_interactive_tutorial/AmazonBedrock/boto3/00_Tutorial_How-To.ipynb x: 195 lines of code y: 2 # changes prompt_engineering_interactive_tutorial/AmazonBedrock/boto3/01_Basic_Prompt_Structure.ipynb x: 503 lines of code y: 2 # changes prompt_engineering_interactive_tutorial/AmazonBedrock/boto3/02_Being_Clear_and_Direct.ipynb x: 403 lines of code y: 2 # changes prompt_engineering_interactive_tutorial/AmazonBedrock/boto3/03_Assigning_Roles_Role_Prompting.ipynb x: 335 lines of code y: 2 # changes prompt_engineering_interactive_tutorial/AmazonBedrock/boto3/04_Separating_Data_and_Instructions.ipynb x: 562 lines of code y: 2 # changes prompt_engineering_interactive_tutorial/AmazonBedrock/boto3/06_Precognition_Thinking_Step_by_Step.ipynb x: 514 lines of code y: 2 # changes prompt_engineering_interactive_tutorial/AmazonBedrock/boto3/10_1_Appendix_Chaining_Prompts.ipynb x: 712 lines of code y: 2 # changes prompt_engineering_interactive_tutorial/AmazonBedrock/boto3/10_2_Appendix_Tool_Use.ipynb x: 791 lines of code y: 2 # changes prompt_engineering_interactive_tutorial/AmazonBedrock/boto3/10_3_Appendix_Empirical_Performance_Eval.ipynb x: 342 lines of code y: 2 # changes prompt_engineering_interactive_tutorial/AmazonBedrock/utils/__init__.py x: 1 lines of code y: 2 # changes prompt_engineering_interactive_tutorial/AmazonBedrock/utils/hints.py x: 86 lines of code y: 2 # changes real_world_prompting/04_call_summarizer.ipynb x: 1688 lines of code y: 2 # changes real_world_prompting/05_customer_support_ai.ipynb x: 1440 lines of code y: 2 # changes
6.0
# changes
  min: 2.0
  average: 2.59
  25th percentile: 2.0
  median: 2.0
  75th percentile: 2.0
  max: 6.0
0 1688.0
lines of code
min: 1.0 | average: 370.22 | 25th percentile: 29.0 | median: 391.0 | 75th percentile: 528.0 | max: 1688.0

Number of Contributors vs. Number of Changes: 51 points

prompt_engineering_interactive_tutorial/Anthropic 1P/01_Basic_Prompt_Structure.ipynb x: 4 # contributors y: 6 # changes prompt_engineering_interactive_tutorial/Anthropic 1P/05_Formatting_Output_and_Speaking_for_Claude.ipynb x: 5 # contributors y: 6 # changes prompt_engineering_interactive_tutorial/Anthropic 1P/00_Tutorial_How-To.ipynb x: 3 # contributors y: 4 # changes prompt_evaluations/05_prompt_foo_code_graded_animals/promptfooconfig.yaml x: 2 # contributors y: 2 # changes
6.0
# changes
  min: 2.0
  average: 2.59
  25th percentile: 2.0
  median: 2.0
  75th percentile: 2.0
  max: 6.0
0 5.0
# contributors
min: 2.0 | average: 2.31 | 25th percentile: 2.0 | median: 2.0 | 75th percentile: 2.0 | max: 5.0

Number of Contributors vs. File Size: 51 points

prompt_engineering_interactive_tutorial/Anthropic 1P/01_Basic_Prompt_Structure.ipynb x: 4 # contributors y: 459 lines of code prompt_engineering_interactive_tutorial/Anthropic 1P/02_Being_Clear_and_Direct.ipynb x: 4 # contributors y: 394 lines of code prompt_engineering_interactive_tutorial/Anthropic 1P/03_Assigning_Roles_Role_Prompting.ipynb x: 4 # contributors y: 325 lines of code prompt_engineering_interactive_tutorial/Anthropic 1P/10.2_Appendix_Tool Use.ipynb x: 4 # contributors y: 778 lines of code prompt_engineering_interactive_tutorial/Anthropic 1P/05_Formatting_Output_and_Speaking_for_Claude.ipynb x: 5 # contributors y: 517 lines of code prompt_engineering_interactive_tutorial/Anthropic 1P/00_Tutorial_How-To.ipynb x: 3 # contributors y: 154 lines of code prompt_engineering_interactive_tutorial/Anthropic 1P/04_Separating_Data_and_Instructions.ipynb x: 3 # contributors y: 552 lines of code prompt_engineering_interactive_tutorial/Anthropic 1P/06_Precognition_Thinking_Step_by_Step.ipynb x: 3 # contributors y: 496 lines of code prompt_engineering_interactive_tutorial/Anthropic 1P/07_Using_Examples_Few-Shot_Prompting.ipynb x: 3 # contributors y: 391 lines of code prompt_engineering_interactive_tutorial/Anthropic 1P/10.1_Appendix_Chaining Prompts.ipynb x: 3 # contributors y: 708 lines of code prompt_evaluations/05_prompt_foo_code_graded_animals/promptfooconfig.yaml x: 2 # contributors y: 12 lines of code prompt_evaluations/05_prompt_foo_code_graded_animals/prompts.py x: 2 # contributors y: 6 lines of code prompt_evaluations/07_prompt_foo_custom_graders/promptfooconfig.yaml x: 2 # contributors y: 27 lines of code prompt_evaluations/08_prompt_foo_model_graded/promptfooconfig.yaml x: 2 # contributors y: 42 lines of code prompt_evaluations/09_custom_model_graded_prompt_foo/custom_llm_eval.py x: 2 # contributors y: 34 lines of code prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/00_Tutorial_How-To.ipynb x: 2 # contributors y: 185 lines of code prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/01_Basic_Prompt_Structure.ipynb x: 2 # contributors y: 493 lines of code prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/02_Being_Clear_and_Direct.ipynb x: 2 # contributors y: 399 lines of code prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/03_Assigning_Roles_Role_Prompting.ipynb x: 2 # contributors y: 331 lines of code prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/04_Separating_Data_and_Instructions.ipynb x: 2 # contributors y: 558 lines of code prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/05_Formatting_Output_and_Speaking_for_Claude.ipynb x: 2 # contributors y: 528 lines of code prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/06_Precognition_Thinking_Step_by_Step.ipynb x: 2 # contributors y: 508 lines of code prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/07_Using_Examples _Few-Shot_Prompting.ipynb x: 2 # contributors y: 397 lines of code prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/10_1_Appendix_Chaining_Prompts.ipynb x: 2 # contributors y: 706 lines of code prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/10_2_Appendix_Tool_Use.ipynb x: 2 # contributors y: 800 lines of code prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/10_3_Appendix_Empirical_Performance_Evaluations.ipynb x: 2 # contributors y: 353 lines of code prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/10_4_Appendix_Search_and_Retrieval.ipynb x: 2 # contributors y: 24 lines of code prompt_engineering_interactive_tutorial/AmazonBedrock/boto3/00_Tutorial_How-To.ipynb x: 2 # contributors y: 195 lines of code prompt_engineering_interactive_tutorial/AmazonBedrock/boto3/01_Basic_Prompt_Structure.ipynb x: 2 # contributors y: 503 lines of code prompt_engineering_interactive_tutorial/AmazonBedrock/boto3/03_Assigning_Roles_Role_Prompting.ipynb x: 2 # contributors y: 335 lines of code prompt_engineering_interactive_tutorial/AmazonBedrock/boto3/04_Separating_Data_and_Instructions.ipynb x: 2 # contributors y: 562 lines of code prompt_engineering_interactive_tutorial/AmazonBedrock/boto3/06_Precognition_Thinking_Step_by_Step.ipynb x: 2 # contributors y: 514 lines of code prompt_engineering_interactive_tutorial/AmazonBedrock/boto3/10_1_Appendix_Chaining_Prompts.ipynb x: 2 # contributors y: 712 lines of code prompt_engineering_interactive_tutorial/AmazonBedrock/boto3/10_2_Appendix_Tool_Use.ipynb x: 2 # contributors y: 791 lines of code prompt_engineering_interactive_tutorial/AmazonBedrock/boto3/10_3_Appendix_Empirical_Performance_Eval.ipynb x: 2 # contributors y: 342 lines of code prompt_engineering_interactive_tutorial/AmazonBedrock/utils/hints.py x: 2 # contributors y: 86 lines of code real_world_prompting/04_call_summarizer.ipynb x: 2 # contributors y: 1688 lines of code real_world_prompting/05_customer_support_ai.ipynb x: 2 # contributors y: 1440 lines of code
1688.0
lines of code
  min: 1.0
  average: 370.22
  25th percentile: 29.0
  median: 391.0
  75th percentile: 528.0
  max: 1688.0
0 5.0
# contributors
min: 2.0 | average: 2.31 | 25th percentile: 2.0 | median: 2.0 | 75th percentile: 2.0 | max: 5.0

Number of Changes vs. Line Churn: 173 points

real_world_prompting/02_medical_prompt.ipynb x: 4 # changes y: 3938 line churn real_world_prompting/01_prompting_recap.ipynb x: 4 # changes y: 882 line churn anthropic_api_fundamentals/02_messages_format.ipynb x: 4 # changes y: 1456 line churn prompt_engineering_interactive_tutorial/Anthropic 1P/01_Basic_Prompt_Structure.ipynb x: 6 # changes y: 926 line churn prompt_engineering_interactive_tutorial/Anthropic 1P/02_Being_Clear_and_Direct.ipynb x: 6 # changes y: 796 line churn prompt_engineering_interactive_tutorial/Anthropic 1P/03_Assigning_Roles_Role_Prompting.ipynb x: 6 # changes y: 658 line churn prompt_engineering_interactive_tutorial/Anthropic 1P/09_Complex_Prompts_from_Scratch.ipynb x: 6 # changes y: 2446 line churn prompt_engineering_interactive_tutorial/Anthropic 1P/10.2_Appendix_Tool Use.ipynb x: 6 # changes y: 1564 line churn prompt_engineering_interactive_tutorial/Anthropic 1P/05_Formatting_Output_and_Speaking_for_Claude.ipynb x: 6 # changes y: 1044 line churn anthropic_api_fundamentals/01_getting_started.ipynb x: 4 # changes y: 568 line churn prompt_engineering_interactive_tutorial/Anthropic 1P/00_Tutorial_How-To.ipynb x: 4 # changes y: 312 line churn prompt_engineering_interactive_tutorial/Anthropic 1P/04_Separating_Data_and_Instructions.ipynb x: 4 # changes y: 1108 line churn prompt_engineering_interactive_tutorial/Anthropic 1P/06_Precognition_Thinking_Step_by_Step.ipynb x: 4 # changes y: 996 line churn prompt_engineering_interactive_tutorial/Anthropic 1P/07_Using_Examples_Few-Shot_Prompting.ipynb x: 4 # changes y: 786 line churn prompt_engineering_interactive_tutorial/Anthropic 1P/08_Avoiding_Hallucinations.ipynb x: 4 # changes y: 1406 line churn .gitignore x: 2 # changes y: 2 line churn README.md x: 13 # changes y: 114 line churn anthropic_api_fundamentals/README.md x: 4 # changes y: 24 line churn prompt_evaluations/01_intro_to_evals/01_intro_to_evals.ipynb x: 2 # changes y: 428 line churn prompt_evaluations/02_workbench_evals/02_workbench_evals.ipynb x: 2 # changes y: 906 line churn prompt_evaluations/03_code_graded_evals/03_code_graded.ipynb x: 2 # changes y: 1810 line churn prompt_evaluations/04_code_graded_classification_evals/04_code_graded_classification_evals.ipynb x: 2 # changes y: 1152 line churn prompt_evaluations/05_prompt_foo_code_graded_animals/lesson.ipynb x: 3 # changes y: 1222 line churn prompt_evaluations/05_prompt_foo_code_graded_animals/package-lock.json x: 2 # changes y: 13334 line churn prompt_evaluations/06_prompt_foo_code_graded_classification/lesson.ipynb x: 3 # changes y: 854 line churn prompt_evaluations/06_prompt_foo_code_graded_classification/prompts.py x: 2 # changes y: 120 line churn prompt_evaluations/07_prompt_foo_custom_graders/lesson.ipynb x: 3 # changes y: 666 line churn prompt_evaluations/07_prompt_foo_custom_graders/promptfooconfig.yaml x: 2 # changes y: 56 line churn prompt_evaluations/08_prompt_foo_model_graded/lesson.ipynb x: 3 # changes y: 836 line churn prompt_evaluations/09_custom_model_graded_prompt_foo/articles/article1.txt x: 2 # changes y: 830 line churn prompt_evaluations/09_custom_model_graded_prompt_foo/articles/article3.txt x: 2 # changes y: 3780 line churn prompt_evaluations/09_custom_model_graded_prompt_foo/articles/article4.txt x: 2 # changes y: 1098 line churn prompt_evaluations/09_custom_model_graded_prompt_foo/articles/article6.txt x: 2 # changes y: 226 line churn prompt_evaluations/09_custom_model_graded_prompt_foo/articles/article7.txt x: 2 # changes y: 358 line churn prompt_evaluations/09_custom_model_graded_prompt_foo/articles/article8.txt x: 2 # changes y: 514 line churn prompt_evaluations/09_custom_model_graded_prompt_foo/custom_llm_eval.py x: 2 # changes y: 296 line churn prompt_evaluations/09_custom_model_graded_prompt_foo/lesson.ipynb x: 3 # changes y: 1186 line churn prompt_evaluations/README.md x: 3 # changes y: 38 line churn evaluations/01_intro_to_evals.ipynb x: 1 # changes y: 428 line churn evaluations/02_workbench_evals.ipynb x: 1 # changes y: 906 line churn evaluations/03_code_graded.ipynb x: 1 # changes y: 1810 line churn evaluations/04_code_graded_classification.ipynb x: 1 # changes y: 1152 line churn evaluations/05_prompt_foo_code_graded_animals/README.md x: 1 # changes y: 16 line churn evaluations/05_prompt_foo_code_graded_animals/lesson.ipynb x: 1 # changes y: 1220 line churn evaluations/05_prompt_foo_code_graded_animals/package-lock.json x: 1 # changes y: 13334 line churn evaluations/06_prompt_foo_code_graded_classification/lesson.ipynb x: 1 # changes y: 848 line churn evaluations/06_prompt_foo_code_graded_classification/prompts.py x: 1 # changes y: 120 line churn evaluations/07_prompt_foo_custom_graders/lesson.ipynb x: 1 # changes y: 660 line churn evaluations/07_prompt_foo_custom_graders/promptfooconfig.yaml x: 1 # changes y: 56 line churn evaluations/08_prompt_foo_model_graded/lesson.ipynb x: 1 # changes y: 830 line churn evaluations/09_custom_model_graded_prompt_foo/articles/article3.txt x: 1 # changes y: 3780 line churn evaluations/09_custom_model_graded_prompt_foo/articles/article4.txt x: 1 # changes y: 1098 line churn evaluations/09_custom_model_graded_prompt_foo/articles/article6.txt x: 1 # changes y: 226 line churn evaluations/09_custom_model_graded_prompt_foo/articles/article7.txt x: 1 # changes y: 358 line churn evaluations/09_custom_model_graded_prompt_foo/articles/article8.txt x: 1 # changes y: 514 line churn evaluations/09_custom_model_graded_prompt_foo/custom_llm_eval.py x: 1 # changes y: 296 line churn evaluations/09_custom_model_graded_prompt_foo/lesson.ipynb x: 1 # changes y: 1178 line churn AnthropicAPIFundamentals/02_messages_format.ipynb x: 4 # changes y: 2904 line churn AnthropicAPIFundamentals/04_parameters.ipynb x: 4 # changes y: 3856 line churn AnthropicAPIFundamentals/05_Streaming.ipynb x: 4 # changes y: 4496 line churn AnthropicAPIFundamentals/06_vision.ipynb x: 5 # changes y: 7040 line churn ToolUse/02_your_first_simple_tool.ipynb x: 2 # changes y: 1950 line churn ToolUse/03_structured_outputs.ipynb x: 2 # changes y: 1714 line churn ToolUse/04_complete_workflow.ipynb x: 2 # changes y: 2154 line churn ToolUse/05_tool_choice.ipynb x: 2 # changes y: 1570 line churn ToolUse/06_chatbot_with_multiple_tools.ipynb x: 2 # changes y: 2950 line churn anthropic_api_fundamentals/04_parameters.ipynb x: 2 # changes y: 1928 line churn anthropic_api_fundamentals/05_Streaming.ipynb x: 2 # changes y: 2248 line churn anthropic_api_fundamentals/06_vision.ipynb x: 2 # changes y: 3518 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/00_Tutorial_How-To.ipynb x: 2 # changes y: 370 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/01_Basic_Prompt_Structure.ipynb x: 2 # changes y: 986 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/03_Assigning_Roles_Role_Prompting.ipynb x: 2 # changes y: 662 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/06_Precognition_Thinking_Step_by_Step.ipynb x: 2 # changes y: 1016 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/08_Avoiding_Hallucinations.ipynb x: 2 # changes y: 1414 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/09_Complex_Prompts_from_Scratch.ipynb x: 2 # changes y: 2450 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/10_2_Appendix_Tool_Use.ipynb x: 2 # changes y: 1600 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/10_3_Appendix_Empirical_Performance_Evaluations.ipynb x: 2 # changes y: 706 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/boto3/08_Avoiding_Hallucinations.ipynb x: 2 # changes y: 1426 line churn real_world_prompting/04_call_summarizer.ipynb x: 2 # changes y: 3376 line churn real_world_prompting/05_customer_support_ai.ipynb x: 2 # changes y: 2880 line churn SDKOnramp/01_getting_started.ipynb x: 1 # changes y: 562 line churn SDKOnramp/02_messages_format.ipynb x: 1 # changes y: 1452 line churn SDKOnramp/03_models.ipynb x: 1 # changes y: 704 line churn SDKOnramp/04_parameters.ipynb x: 1 # changes y: 1928 line churn SDKOnramp/05_Streaming.ipynb x: 1 # changes y: 2248 line churn SDKOnramp/06_vision.ipynb x: 1 # changes y: 3502 line churn
13334.0
line churn
  min: 2.0
  average: 1072.46
  25th percentile: 56.0
  median: 740.0
  75th percentile: 1410.0
  max: 13334.0
0 13.0
# changes
min: 1.0 | average: 2.23 | 25th percentile: 1.0 | median: 2.0 | 75th percentile: 2.0 | max: 13.0

Number of Contributors vs. Line Churn: 50 points

prompt_engineering_interactive_tutorial/Anthropic 1P/01_Basic_Prompt_Structure.ipynb x: 4 # contributors y: 926 line churn prompt_engineering_interactive_tutorial/Anthropic 1P/02_Being_Clear_and_Direct.ipynb x: 4 # contributors y: 796 line churn prompt_engineering_interactive_tutorial/Anthropic 1P/03_Assigning_Roles_Role_Prompting.ipynb x: 4 # contributors y: 658 line churn prompt_engineering_interactive_tutorial/Anthropic 1P/10.2_Appendix_Tool Use.ipynb x: 4 # contributors y: 1564 line churn prompt_engineering_interactive_tutorial/Anthropic 1P/05_Formatting_Output_and_Speaking_for_Claude.ipynb x: 5 # contributors y: 1044 line churn prompt_engineering_interactive_tutorial/Anthropic 1P/00_Tutorial_How-To.ipynb x: 3 # contributors y: 312 line churn prompt_engineering_interactive_tutorial/Anthropic 1P/04_Separating_Data_and_Instructions.ipynb x: 3 # contributors y: 1108 line churn prompt_engineering_interactive_tutorial/Anthropic 1P/06_Precognition_Thinking_Step_by_Step.ipynb x: 3 # contributors y: 996 line churn prompt_engineering_interactive_tutorial/Anthropic 1P/07_Using_Examples_Few-Shot_Prompting.ipynb x: 3 # contributors y: 786 line churn prompt_engineering_interactive_tutorial/Anthropic 1P/10.1_Appendix_Chaining Prompts.ipynb x: 3 # contributors y: 1420 line churn prompt_evaluations/05_prompt_foo_code_graded_animals/promptfooconfig.yaml x: 2 # contributors y: 36 line churn prompt_evaluations/05_prompt_foo_code_graded_animals/prompts.py x: 2 # contributors y: 52 line churn prompt_evaluations/05_prompt_foo_code_graded_animals/transform.py x: 2 # contributors y: 18 line churn prompt_evaluations/06_prompt_foo_code_graded_classification/prompts.py x: 2 # contributors y: 120 line churn prompt_evaluations/07_prompt_foo_custom_graders/promptfooconfig.yaml x: 2 # contributors y: 56 line churn prompt_evaluations/08_prompt_foo_model_graded/promptfooconfig.yaml x: 2 # contributors y: 94 line churn prompt_evaluations/09_custom_model_graded_prompt_foo/custom_llm_eval.py x: 2 # contributors y: 296 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/00_Tutorial_How-To.ipynb x: 2 # contributors y: 370 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/01_Basic_Prompt_Structure.ipynb x: 2 # contributors y: 986 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/02_Being_Clear_and_Direct.ipynb x: 2 # contributors y: 798 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/03_Assigning_Roles_Role_Prompting.ipynb x: 2 # contributors y: 662 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/04_Separating_Data_and_Instructions.ipynb x: 2 # contributors y: 1116 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/05_Formatting_Output_and_Speaking_for_Claude.ipynb x: 2 # contributors y: 1056 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/06_Precognition_Thinking_Step_by_Step.ipynb x: 2 # contributors y: 1016 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/07_Using_Examples _Few-Shot_Prompting.ipynb x: 2 # contributors y: 794 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/10_1_Appendix_Chaining_Prompts.ipynb x: 2 # contributors y: 1412 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/10_2_Appendix_Tool_Use.ipynb x: 2 # contributors y: 1600 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/10_3_Appendix_Empirical_Performance_Evaluations.ipynb x: 2 # contributors y: 706 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/boto3/00_Tutorial_How-To.ipynb x: 2 # contributors y: 390 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/boto3/01_Basic_Prompt_Structure.ipynb x: 2 # contributors y: 1006 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/boto3/03_Assigning_Roles_Role_Prompting.ipynb x: 2 # contributors y: 670 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/boto3/04_Separating_Data_and_Instructions.ipynb x: 2 # contributors y: 1124 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/boto3/06_Precognition_Thinking_Step_by_Step.ipynb x: 2 # contributors y: 1028 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/boto3/10_1_Appendix_Chaining_Prompts.ipynb x: 2 # contributors y: 1424 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/boto3/10_2_Appendix_Tool_Use.ipynb x: 2 # contributors y: 1582 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/boto3/10_3_Appendix_Empirical_Performance_Eval.ipynb x: 2 # contributors y: 684 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/utils/hints.py x: 2 # contributors y: 492 line churn real_world_prompting/04_call_summarizer.ipynb x: 2 # contributors y: 3376 line churn real_world_prompting/05_customer_support_ai.ipynb x: 2 # contributors y: 2880 line churn
3376.0
line churn
  min: 18.0
  average: 778.16
  25th percentile: 113.5
  median: 790.0
  75th percentile: 1056.0
  max: 3376.0
0 5.0
# contributors
min: 2.0 | average: 2.32 | 25th percentile: 2.0 | median: 2.0 | 75th percentile: 2.0 | max: 5.0

File Size vs. Line Churn: 50 points

prompt_engineering_interactive_tutorial/Anthropic 1P/01_Basic_Prompt_Structure.ipynb x: 459 lines of code y: 926 line churn prompt_engineering_interactive_tutorial/Anthropic 1P/02_Being_Clear_and_Direct.ipynb x: 394 lines of code y: 796 line churn prompt_engineering_interactive_tutorial/Anthropic 1P/03_Assigning_Roles_Role_Prompting.ipynb x: 325 lines of code y: 658 line churn prompt_engineering_interactive_tutorial/Anthropic 1P/10.2_Appendix_Tool Use.ipynb x: 778 lines of code y: 1564 line churn prompt_engineering_interactive_tutorial/Anthropic 1P/05_Formatting_Output_and_Speaking_for_Claude.ipynb x: 517 lines of code y: 1044 line churn prompt_engineering_interactive_tutorial/Anthropic 1P/00_Tutorial_How-To.ipynb x: 154 lines of code y: 312 line churn prompt_engineering_interactive_tutorial/Anthropic 1P/04_Separating_Data_and_Instructions.ipynb x: 552 lines of code y: 1108 line churn prompt_engineering_interactive_tutorial/Anthropic 1P/06_Precognition_Thinking_Step_by_Step.ipynb x: 496 lines of code y: 996 line churn prompt_engineering_interactive_tutorial/Anthropic 1P/07_Using_Examples_Few-Shot_Prompting.ipynb x: 391 lines of code y: 786 line churn prompt_engineering_interactive_tutorial/Anthropic 1P/10.1_Appendix_Chaining Prompts.ipynb x: 708 lines of code y: 1420 line churn prompt_evaluations/05_prompt_foo_code_graded_animals/promptfooconfig.yaml x: 12 lines of code y: 36 line churn prompt_evaluations/05_prompt_foo_code_graded_animals/prompts.py x: 6 lines of code y: 52 line churn prompt_evaluations/05_prompt_foo_code_graded_animals/transform.py x: 8 lines of code y: 18 line churn prompt_evaluations/06_prompt_foo_code_graded_classification/prompts.py x: 4 lines of code y: 120 line churn prompt_evaluations/07_prompt_foo_custom_graders/count.py x: 13 lines of code y: 34 line churn prompt_evaluations/07_prompt_foo_custom_graders/promptfooconfig.yaml x: 27 lines of code y: 56 line churn prompt_evaluations/08_prompt_foo_model_graded/promptfooconfig.yaml x: 42 lines of code y: 94 line churn prompt_evaluations/09_custom_model_graded_prompt_foo/custom_llm_eval.py x: 34 lines of code y: 296 line churn prompt_evaluations/09_custom_model_graded_prompt_foo/promptfooconfig.yaml x: 29 lines of code y: 66 line churn prompt_evaluations/09_custom_model_graded_prompt_foo/prompts.py x: 6 lines of code y: 28 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/00_Tutorial_How-To.ipynb x: 185 lines of code y: 370 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/01_Basic_Prompt_Structure.ipynb x: 493 lines of code y: 986 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/02_Being_Clear_and_Direct.ipynb x: 399 lines of code y: 798 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/03_Assigning_Roles_Role_Prompting.ipynb x: 331 lines of code y: 662 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/04_Separating_Data_and_Instructions.ipynb x: 558 lines of code y: 1116 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/05_Formatting_Output_and_Speaking_for_Claude.ipynb x: 528 lines of code y: 1056 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/06_Precognition_Thinking_Step_by_Step.ipynb x: 508 lines of code y: 1016 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/07_Using_Examples _Few-Shot_Prompting.ipynb x: 397 lines of code y: 794 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/10_1_Appendix_Chaining_Prompts.ipynb x: 706 lines of code y: 1412 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/10_2_Appendix_Tool_Use.ipynb x: 800 lines of code y: 1600 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/10_3_Appendix_Empirical_Performance_Evaluations.ipynb x: 353 lines of code y: 706 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/anthropic/10_4_Appendix_Search_and_Retrieval.ipynb x: 24 lines of code y: 48 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/boto3/00_Tutorial_How-To.ipynb x: 195 lines of code y: 390 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/boto3/01_Basic_Prompt_Structure.ipynb x: 503 lines of code y: 1006 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/boto3/02_Being_Clear_and_Direct.ipynb x: 403 lines of code y: 806 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/boto3/03_Assigning_Roles_Role_Prompting.ipynb x: 335 lines of code y: 670 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/boto3/04_Separating_Data_and_Instructions.ipynb x: 562 lines of code y: 1124 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/boto3/06_Precognition_Thinking_Step_by_Step.ipynb x: 514 lines of code y: 1028 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/boto3/10_1_Appendix_Chaining_Prompts.ipynb x: 712 lines of code y: 1424 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/boto3/10_2_Appendix_Tool_Use.ipynb x: 791 lines of code y: 1582 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/boto3/10_3_Appendix_Empirical_Performance_Eval.ipynb x: 342 lines of code y: 684 line churn prompt_engineering_interactive_tutorial/AmazonBedrock/utils/hints.py x: 86 lines of code y: 492 line churn real_world_prompting/04_call_summarizer.ipynb x: 1688 lines of code y: 3376 line churn real_world_prompting/05_customer_support_ai.ipynb x: 1440 lines of code y: 2880 line churn
3376.0
line churn
  min: 18.0
  average: 778.16
  25th percentile: 113.5
  median: 790.0
  75th percentile: 1056.0
  max: 3376.0
0 1688.0
lines of code
min: 4.0 | average: 377.6 | 25th percentile: 32.75 | median: 392.5 | 75th percentile: 528.0 | max: 1688.0