aws / amazon-sagemaker-examples-community
File Change Frequency

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

Overview
File Change Frequency Overall
  • There are 130 files with 55,191 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)
    • 0 files changed 6-20 times (0 lines of code)
    • 130 files changed 1-5 times (55,191 lines of code)
0% | 0% | 0% | 0% | 100%
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 130 files with 55,191 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)
    • 91 files changed by 2-5 contributors (26,413 lines of code)
    • 39 files changed by 1 contributor (28,778 lines of code)
0% | 0% | 0% | 47% | 52%
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, py, md, sh, json, ts, txt, yaml, c, npmignore, gitignore, js
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
ipynb0% | 0% | 0% | 0% | 100%
py0% | 0% | 0% | 0% | 100%
yaml0% | 0% | 0% | 0% | 100%
ts0% | 0% | 0% | 0% | 100%
c0% | 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
training0% | 0% | 0% | 0% | 100%
miscellaneous0% | 0% | 0% | 0% | 100%
bring-your-own-container0% | 0% | 0% | 0% | 100%
deploy-models0% | 0% | 0% | 0% | 100%
data-labelling0% | 0% | 0% | 0% | 100%
reinforcement-learning0% | 0% | 0% | 0% | 100%
data-preparation0% | 0% | 0% | 0% | 100%
feature-store0% | 0% | 0% | 0% | 100%
torchserve0% | 0% | 0% | 0% | 100%
autopilot0% | 0% | 0% | 0% | 100%
jamba1.5-retriever0% | 0% | 0% | 0% | 100%
Most Frequently Changed Files (Top 50)

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
index.py
in autopilot/mlops/timeseries/aws-automl-ts-cdk/lambda/check-transform-job
 20 1 2023-11-08 2023-11-13 2 2 alukin@amazon.com pandey.vikesh@gmail.com
index.py
in autopilot/mlops/timeseries/aws-automl-ts-cdk/lambda/trigger
 22 1 2023-11-08 2023-11-13 2 2 alukin@amazon.com pandey.vikesh@gmail.com
autopilot-mlops-stack.ts
in autopilot/mlops/timeseries/aws-automl-ts-cdk/lib
 31 1 2023-11-08 2023-11-13 2 2 alukin@amazon.com pandey.vikesh@gmail.com
index.py
in autopilot/mlops/timeseries/aws-automl-ts-cdk/lambda/check-autopilot-job
 32 1 2023-11-08 2023-11-13 2 2 alukin@amazon.com pandey.vikesh@gmail.com
index.py
in autopilot/mlops/timeseries/aws-automl-ts-cdk/lambda/check-config
 37 1 2023-11-08 2023-11-13 2 2 alukin@amazon.com pandey.vikesh@gmail.com
sagemaker.ts
in autopilot/mlops/timeseries/aws-automl-ts-cdk/lib/construct
 39 1 2023-11-08 2023-11-13 2 2 alukin@amazon.com pandey.vikesh@gmail.com
inference.py
in jamba1.5-retriever/scripts
 40 3 2024-10-12 2024-11-22 2 2 184696919+awsperazzo@users.... pandey.vikesh@gmail.com
mnist.py
in training/distributed-training/tensorflow/multi_worker_mirrored_strategy
 41 4 2024-07-31 2024-08-07 2 2 44462355+kandakji@users.nor... pandey.vikesh@gmail.com
index.py
in autopilot/mlops/timeseries/aws-automl-ts-cdk/lambda/create-autopilot-job
 42 1 2023-11-08 2023-11-13 2 2 alukin@amazon.com pandey.vikesh@gmail.com
index.py
in autopilot/mlops/timeseries/aws-automl-ts-cdk/lambda/create-transform-job
 52 1 2023-11-08 2023-11-13 2 2 alukin@amazon.com pandey.vikesh@gmail.com
glue.ts
in autopilot/mlops/timeseries/aws-automl-ts-cdk/lib/construct
 58 1 2023-11-08 2023-11-13 2 2 alukin@amazon.com pandey.vikesh@gmail.com
mnist-distributed.py
in training/distributed-training/tensorflow/multi_worker_mirrored_strategy
 60 4 2024-07-31 2024-08-07 2 2 44462355+kandakji@users.nor... pandey.vikesh@gmail.com
lambda.ts
in autopilot/mlops/timeseries/aws-automl-ts-cdk/lib/construct
 64 1 2023-11-08 2023-11-13 2 2 alukin@amazon.com pandey.vikesh@gmail.com
trigger.ts
in autopilot/mlops/timeseries/aws-automl-ts-cdk/lib/construct
 74 1 2023-11-08 2023-11-13 2 2 alukin@amazon.com pandey.vikesh@gmail.com
preprocess.py
in autopilot/mlops/timeseries/aws-automl-ts-cdk/glue
 76 3 2023-11-08 2023-11-13 2 2 alukin@amazon.com pandey.vikesh@gmail.com
state-machine.ts
in autopilot/mlops/timeseries/aws-automl-ts-cdk/lib/construct
 160 1 2023-11-08 2023-11-13 2 2 alukin@amazon.com pandey.vikesh@gmail.com
train.py
in jamba1.5-retriever/scripts
 224 8 2024-10-12 2024-11-22 2 2 184696919+awsperazzo@users.... pandey.vikesh@gmail.com
JambaRetriever.ipynb
in jamba1.5-retriever
 275 - 2024-10-12 2024-11-22 2 2 184696919+awsperazzo@users.... pandey.vikesh@gmail.com
sagemaker_lmi_chatbot.ipynb
in deploy-models/deploy-llm-chatbot
 323 - 2024-10-14 2024-11-15 2 2 szamarin@amazon.com szamarin@gmail.com
333 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
xgboost_parquet_input_training.ipynb
in training/built-in-algorithms
 356 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
pytorch_smdataparallel_maskrcnn_demo.ipynb
in training/distributed-training
 390 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
xgboost_managed_spot_training.ipynb
in training/built-in-algorithms
 393 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
xgboost_managed_spot_training.ipynb
in training/built-in-frameworks
 393 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
tensorflow_multi_worker_mirrored_strategy.ipynb
in training/distributed-training/tensorflow/multi_worker_mirrored_strategy
 406 - 2024-07-31 2024-08-07 2 2 44462355+kandakji@users.nor... pandey.vikesh@gmail.com
tensorflow2_smdataparallel_maskrcnn_demo.ipynb
in training/distributed-training
 407 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
yolov5.ipynb
in training/distributed-training
 408 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
424 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
RNNT_notebook.ipynb
in training/distributed-training
 436 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
working-with-tfrecords.ipynb
in deploy-models/batch-inference
 444 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
461 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
471 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
linear_learner_mnist.ipynb
in training/sagemaker-debugger
 564 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
linear_learner_mnist.ipynb
in training/built-in-algorithms
 564 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
pytorch_smdataparallel_efficientnet_demo.ipynb
in training/distributed-training
 578 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
606 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
xgboost_abalone_dist_script_mode.ipynb
in training/built-in-frameworks
 626 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
xgboost_abalone.ipynb
in training/built-in-algorithms
 652 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
sagemaker-neo-tf-unet.ipynb
in deploy-models/compile-models
 668 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
728 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
861 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
__init__.py
in deploy-models/real-time-inference
 1 - 2023-08-25 2023-08-25 1 2 pandey.vikesh@gmail.com pandvike@amazon.co.uk
__init__.py
in deploy-models/real-time-inference/multi_model_catboost/container
 1 - 2023-08-25 2023-08-25 1 2 pandey.vikesh@gmail.com pandvike@amazon.co.uk
__init__.py
in deploy-models/real-time-inference/multi_model_catboost
 1 - 2023-08-25 2023-08-25 1 2 pandey.vikesh@gmail.com pandvike@amazon.co.uk
__init__.py
in deploy-models
 1 - 2023-08-25 2023-08-25 1 2 pandey.vikesh@gmail.com pandvike@amazon.co.uk
__init__.py
in bring-your-own-container/pytorch_extending_our_containers/container/cifar10
 1 - 2023-08-25 2023-08-25 1 2 pandey.vikesh@gmail.com pandvike@amazon.co.uk
__init__.py
in bring-your-own-container/pytorch_extending_our_containers/container
 1 - 2023-08-25 2023-08-25 1 2 pandey.vikesh@gmail.com pandvike@amazon.co.uk
__init__.py
in bring-your-own-container/pytorch_extending_our_containers
 1 - 2023-08-25 2023-08-25 1 2 pandey.vikesh@gmail.com pandvike@amazon.co.uk
__init__.py
in bring-your-own-container/pytorch_extending_our_containers/utils
 1 - 2023-08-25 2023-08-25 1 2 pandey.vikesh@gmail.com pandvike@amazon.co.uk
__init__.py
in bring-your-own-container
 1 - 2023-08-25 2023-08-25 1 2 pandey.vikesh@gmail.com pandvike@amazon.co.uk
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)		# contributorsfirst
contributor		latest
contributor
424 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
471 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
333 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
861 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
tensorflow_multi_worker_mirrored_strategy.ipynb
in training/distributed-training/tensorflow/multi_worker_mirrored_strategy
 406 - 2024-07-31 2024-08-07 2 2 44462355+kandakji@users.nor... pandey.vikesh@gmail.com
mnist-distributed.py
in training/distributed-training/tensorflow/multi_worker_mirrored_strategy
 60 4 2024-07-31 2024-08-07 2 2 44462355+kandakji@users.nor... pandey.vikesh@gmail.com
mnist.py
in training/distributed-training/tensorflow/multi_worker_mirrored_strategy
 41 4 2024-07-31 2024-08-07 2 2 44462355+kandakji@users.nor... pandey.vikesh@gmail.com
yolov5.ipynb
in training/distributed-training
 408 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
RNNT_notebook.ipynb
in training/distributed-training
 436 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
461 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
pytorch_smdataparallel_maskrcnn_demo.ipynb
in training/distributed-training
 390 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
tensorflow2_smdataparallel_maskrcnn_demo.ipynb
in training/distributed-training
 407 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
pytorch_smdataparallel_efficientnet_demo.ipynb
in training/distributed-training
 578 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
xgboost_abalone_dist_script_mode.ipynb
in training/built-in-frameworks
 626 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
xgboost_managed_spot_training.ipynb
in training/built-in-frameworks
 393 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
xgboost_parquet_input_training.ipynb
in training/built-in-algorithms
 356 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
xgboost_abalone.ipynb
in training/built-in-algorithms
 652 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
xgboost_managed_spot_training.ipynb
in training/built-in-algorithms
 393 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
linear_learner_mnist.ipynb
in training/built-in-algorithms
 564 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
linear_learner_mnist.ipynb
in training/sagemaker-debugger
 564 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
inference.py
in jamba1.5-retriever/scripts
 40 3 2024-10-12 2024-11-22 2 2 184696919+awsperazzo@users.... pandey.vikesh@gmail.com
train.py
in jamba1.5-retriever/scripts
 224 8 2024-10-12 2024-11-22 2 2 184696919+awsperazzo@users.... pandey.vikesh@gmail.com
JambaRetriever.ipynb
in jamba1.5-retriever
 275 - 2024-10-12 2024-11-22 2 2 184696919+awsperazzo@users.... pandey.vikesh@gmail.com
index.py
in autopilot/mlops/timeseries/aws-automl-ts-cdk/lambda/create-transform-job
 52 1 2023-11-08 2023-11-13 2 2 alukin@amazon.com pandey.vikesh@gmail.com
index.py
in autopilot/mlops/timeseries/aws-automl-ts-cdk/lambda/check-autopilot-job
 32 1 2023-11-08 2023-11-13 2 2 alukin@amazon.com pandey.vikesh@gmail.com
index.py
in autopilot/mlops/timeseries/aws-automl-ts-cdk/lambda/trigger
 22 1 2023-11-08 2023-11-13 2 2 alukin@amazon.com pandey.vikesh@gmail.com
index.py
in autopilot/mlops/timeseries/aws-automl-ts-cdk/lambda/check-transform-job
 20 1 2023-11-08 2023-11-13 2 2 alukin@amazon.com pandey.vikesh@gmail.com
index.py
in autopilot/mlops/timeseries/aws-automl-ts-cdk/lambda/create-autopilot-job
 42 1 2023-11-08 2023-11-13 2 2 alukin@amazon.com pandey.vikesh@gmail.com
index.py
in autopilot/mlops/timeseries/aws-automl-ts-cdk/lambda/check-config
 37 1 2023-11-08 2023-11-13 2 2 alukin@amazon.com pandey.vikesh@gmail.com
autopilot-mlops-stack.ts
in autopilot/mlops/timeseries/aws-automl-ts-cdk/lib
 31 1 2023-11-08 2023-11-13 2 2 alukin@amazon.com pandey.vikesh@gmail.com
lambda.ts
in autopilot/mlops/timeseries/aws-automl-ts-cdk/lib/construct
 64 1 2023-11-08 2023-11-13 2 2 alukin@amazon.com pandey.vikesh@gmail.com
trigger.ts
in autopilot/mlops/timeseries/aws-automl-ts-cdk/lib/construct
 74 1 2023-11-08 2023-11-13 2 2 alukin@amazon.com pandey.vikesh@gmail.com
glue.ts
in autopilot/mlops/timeseries/aws-automl-ts-cdk/lib/construct
 58 1 2023-11-08 2023-11-13 2 2 alukin@amazon.com pandey.vikesh@gmail.com
sagemaker.ts
in autopilot/mlops/timeseries/aws-automl-ts-cdk/lib/construct
 39 1 2023-11-08 2023-11-13 2 2 alukin@amazon.com pandey.vikesh@gmail.com
state-machine.ts
in autopilot/mlops/timeseries/aws-automl-ts-cdk/lib/construct
 160 1 2023-11-08 2023-11-13 2 2 alukin@amazon.com pandey.vikesh@gmail.com
preprocess.py
in autopilot/mlops/timeseries/aws-automl-ts-cdk/glue
 76 3 2023-11-08 2023-11-13 2 2 alukin@amazon.com pandey.vikesh@gmail.com
working-with-tfrecords.ipynb
in deploy-models/batch-inference
 444 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
sagemaker-neo-tf-unet.ipynb
in deploy-models/compile-models
 668 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
sagemaker_lmi_chatbot.ipynb
in deploy-models/deploy-llm-chatbot
 323 - 2024-10-14 2024-11-15 2 2 szamarin@amazon.com szamarin@gmail.com
606 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
728 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
predict.py
in miscellaneous/distributed_tensorflow_mask_rcnn/container-serving/resources
 136 5 2023-08-29 2023-08-29 1 2 pandey.vikesh@gmail.com pandvike@amazon.co.uk
wsgi.py
in miscellaneous/distributed_tensorflow_mask_rcnn/container-serving/resources
 2 - 2023-08-29 2023-08-29 1 2 pandey.vikesh@gmail.com pandvike@amazon.co.uk
serve.py
in miscellaneous/distributed_tensorflow_mask_rcnn/container-serving/resources
 46 2 2023-08-29 2023-08-29 1 2 pandey.vikesh@gmail.com pandvike@amazon.co.uk
train.py
in miscellaneous/distributed_tensorflow_mask_rcnn/container-script-mode/resources
 221 10 2023-08-29 2023-08-29 1 2 pandey.vikesh@gmail.com pandvike@amazon.co.uk
tensorpack-mask-rcnn.py
in miscellaneous/distributed_tensorflow_mask_rcnn
 124 2 2023-08-29 2023-08-29 1 2 pandey.vikesh@gmail.com pandvike@amazon.co.uk
cfn-fsx.yaml
in miscellaneous/distributed_tensorflow_mask_rcnn
 38 - 2023-08-29 2023-08-29 1 2 pandey.vikesh@gmail.com pandvike@amazon.co.uk
aws-mask-rcnn.py
in miscellaneous/distributed_tensorflow_mask_rcnn
 131 2 2023-08-29 2023-08-29 1 2 pandey.vikesh@gmail.com pandvike@amazon.co.uk
predict.py
in miscellaneous/distributed_tensorflow_mask_rcnn/container-serving-optimized/resources
 185 6 2023-08-29 2023-08-29 1 2 pandey.vikesh@gmail.com pandvike@amazon.co.uk
wsgi.py
in miscellaneous/distributed_tensorflow_mask_rcnn/container-serving-optimized/resources
 2 - 2023-08-29 2023-08-29 1 2 pandey.vikesh@gmail.com pandvike@amazon.co.uk
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)		# contributorsfirst
contributor		latest
contributor
Image-classification-lst-format.ipynb
in training/built-in-algorithms
 1639 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
cnn_class_activation_maps.ipynb
in training/sagemaker-debugger
 1441 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
Image-classification-transfer-learning.ipynb
in training/built-in-algorithms
 1270 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
Image-classification-fulltraining.ipynb
in training/built-in-algorithms
 1266 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
object2vec_movie_recommendation.ipynb
in training/built-in-algorithms
 1261 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
create_endpoint.ipynb
in training/built-in-frameworks
 1228 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
hpo_blazingtext_text_classification_20_newsgroups.ipynb
in training/sagemaker-automatic-model-tuning
 1192 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
1136 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
883 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
877 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
iterative_model_pruning_alexnet.ipynb
in training/sagemaker-debugger
 860 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
852 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
callback_bottleneck.ipynb
in training/sagemaker-debugger
 832 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
rl_cartpole_batch_coach.ipynb
in reinforcement-learning
 821 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
811 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
760 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
hpo_xgboost_random_log.ipynb
in training/sagemaker-automatic-model-tuning
 743 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
704 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
Image-classification-multilabel-lst.ipynb
in training/built-in-algorithms
 673 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
rl_cartpole_coach_gymEnv.ipynb
in reinforcement-learning
 636 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
blazingtext_word2vec_subwords_text8.ipynb
in training/built-in-algorithms
 617 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
blazingtext_text_classification_dbpedia.ipynb
in training/built-in-algorithms
 610 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
deepar_synthetic.ipynb
in training/built-in-algorithms
 605 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
local_pyspark_example.ipynb
in data-preparation/sagemaker-processing
 596 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
hpo_xgboost_direct_marketing_sagemaker_APIs.ipynb
in training/sagemaker-automatic-model-tuning
 585 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
feature_transformation_with_sagemaker_processing.ipynb
in data-preparation/sagemaker-processing
 561 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
rl_cartpole_ray_gymEnv.ipynb
in reinforcement-learning
 554 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
hpo_xgboost_direct_marketing_sagemaker_python_sdk.ipynb
in training/sagemaker-automatic-model-tuning
 538 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
xgboost-realtime-analysis.ipynb
in training/sagemaker-debugger
 508 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
tf2-keras-default-container.ipynb
in training/sagemaker-debugger
 454 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
tune_r_bring_your_own.ipynb
in training/sagemaker-automatic-model-tuning
 441 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
430 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
hpo_tensorflow_mnist.ipynb
in training/sagemaker-automatic-model-tuning
 428 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
higgs_boson_detection.ipynb
in training/sagemaker-debugger
 400 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
tf2-keras-custom-container.ipynb
in training/sagemaker-debugger
 387 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
hpo_mxnet_mnist.ipynb
in training/sagemaker-automatic-model-tuning
 365 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
explore_data.ipynb
in data-preparation/sagemaker-datawrangler
 332 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
246 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
236 - 2023-08-08 2023-08-08 1 1 ryandana@amazon.com ryandana@amazon.com
mask-rcnn-scriptmode-fsx.ipynb
in miscellaneous/distributed_tensorflow_mask_rcnn
 1402 - 2023-08-29 2023-08-29 1 2 pandey.vikesh@gmail.com pandvike@amazon.co.uk
mask-rcnn-scriptmode-experiment-trials.ipynb
in miscellaneous/distributed_tensorflow_mask_rcnn
 982 - 2023-08-29 2023-08-29 1 2 pandey.vikesh@gmail.com pandvike@amazon.co.uk
899 - 2023-08-25 2023-08-25 1 2 pandey.vikesh@gmail.com pandvike@amazon.co.uk
861 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
mask-rcnn-scriptmode-efs.ipynb
in miscellaneous/distributed_tensorflow_mask_rcnn
 827 - 2023-08-29 2023-08-29 1 2 pandey.vikesh@gmail.com pandvike@amazon.co.uk
pytorch_extending_our_containers.ipynb
in bring-your-own-container/pytorch_extending_our_containers
 779 - 2023-08-25 2023-08-25 1 2 pandey.vikesh@gmail.com pandvike@amazon.co.uk
mask-rcnn-inference.ipynb
in miscellaneous/distributed_tensorflow_mask_rcnn
 737 - 2023-08-29 2023-08-29 1 2 pandey.vikesh@gmail.com pandvike@amazon.co.uk
llama-2-13b.ipynb
in torchserve/inf2/llama2
 736 - 2023-09-21 2023-09-21 1 2 106407392+rdamazon@users.no... lninga@amazon.com
728 - 2023-08-24 2023-08-25 2 2 pandvike@amazon.co.uk pandey.vikesh@gmail.com
mask-rcnn-scriptmode-s3.ipynb
in miscellaneous/distributed_tensorflow_mask_rcnn
 722 - 2023-08-29 2023-08-29 1 2 pandey.vikesh@gmail.com pandvike@amazon.co.uk
handling_kms_encrypted_data.ipynb
in training/built-in-algorithms
 681 - 2023-08-25 2023-08-25 1 2 pandey.vikesh@gmail.com pandvike@amazon.co.uk
Correlations

File Size vs. Number of Changes: 130 points

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2.0
# changes
  min: 1.0
  average: 1.32
  25th percentile: 1.0
  median: 1.0
  75th percentile: 2.0
  max: 2.0
0 1639.0
lines of code
min: 1.0 | average: 424.55 | 25th percentile: 59.5 | median: 400.5 | 75th percentile: 640.0 | max: 1639.0

Number of Contributors vs. Number of Changes: 130 points

jamba1.5-retriever/JambaRetriever.ipynb x: 2 # contributors y: 2 # changes torchserve/inf2/llama2/llama-2-13b.ipynb x: 2 # contributors y: 1 # changes data-preparation/sagemaker-datawrangler/explore_data.ipynb x: 1 # contributors y: 1 # changes
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  median: 1.0
  75th percentile: 2.0
  max: 2.0
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# contributors
min: 1.0 | average: 1.7 | 25th percentile: 1.0 | median: 2.0 | 75th percentile: 2.0 | max: 2.0

Number of Contributors vs. File Size: 130 points

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