aws / amazon-sagemaker-examples
File Change Frequency

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

File Change Frequency Overall
File Change Frequency Overall
The number of recorded file updates
  • There are 1,065 files with 101,933 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)
    • 50 files changed 6-20 times (10,502 lines of code)
    • 1,015 files changed 1-5 times (91,431 lines of code)
0% | 0% | 0% | 10% | 89%
Legend:
101+
51-100
21-50
6-20
1-5

Detailed data...

File Change Frequency per File Extension
py, ipynb, md, sh, json, yaml, rst, txt, html, yml, R, gitignore, xml, cfg, Dockerfile, c, ini, org, properties, css, jsonl, patch, java, bat, jq, js, svg, Rmd, r
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
py0% | 0% | 0% | 11% | 88%
yml0% | 0% | 0% | 0% | 100%
yaml0% | 0% | 0% | 0% | 100%
org0% | 0% | 0% | 0% | 100%
jsonl0% | 0% | 0% | 0% | 100%
html0% | 0% | 0% | 0% | 100%
R0% | 0% | 0% | 0% | 100%
cfg0% | 0% | 0% | 0% | 100%
Rmd0% | 0% | 0% | 0% | 100%
java0% | 0% | 0% | 0% | 100%
r0% | 0% | 0% | 0% | 100%
c0% | 0% | 0% | 0% | 100%
Dockerfile0% | 0% | 0% | 0% | 100%
jq0% | 0% | 0% | 0% | 100%
js0% | 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
reinforcement_learning0% | 0% | 0% | 12% | 87%
training0% | 0% | 0% | 21% | 78%
sagemaker-python-sdk0% | 0% | 0% | 18% | 81%
advanced_functionality0% | 0% | 0% | 16% | 83%
sagemaker_neo_compilation_jobs0% | 0% | 0% | 21% | 78%
introduction_to_applying_machine_learning0% | 0% | 0% | 100% | 0%
hyperparameter_tuning0% | 0% | 0% | 6% | 93%
scientific_details_of_algorithms0% | 0% | 0% | 76% | 23%
sagemaker-fundamentals0% | 0% | 0% | 31% | 68%
ROOT0% | 0% | 0% | 22% | 77%
ground_truth_labeling_jobs0% | 0% | 0% | 0% | 100%
sagemaker-debugger0% | 0% | 0% | 0% | 100%
aws_sagemaker_studio0% | 0% | 0% | 0% | 100%
sagemaker-training-compiler0% | 0% | 0% | 0% | 100%
introduction_to_amazon_algorithms0% | 0% | 0% | 0% | 100%
sagemaker_processing0% | 0% | 0% | 0% | 100%
end_to_end0% | 0% | 0% | 0% | 100%
sagemaker-pipelines0% | 0% | 0% | 0% | 100%
use-cases0% | 0% | 0% | 0% | 100%
sagemaker_batch_transform0% | 0% | 0% | 0% | 100%
aws_marketplace0% | 0% | 0% | 0% | 100%
contrib0% | 0% | 0% | 0% | 100%
frameworks0% | 0% | 0% | 0% | 100%
sagemaker-experiments0% | 0% | 0% | 0% | 100%
sagemaker_model_monitor0% | 0% | 0% | 0% | 100%
sagemaker-script-mode0% | 0% | 0% | 0% | 100%
r_examples0% | 0% | 0% | 0% | 100%
sagemaker-jumpstart0% | 0% | 0% | 0% | 100%
sagemaker-clarify0% | 0% | 0% | 0% | 100%
step-functions-data-science-sdk0% | 0% | 0% | 0% | 100%
patterns0% | 0% | 0% | 0% | 100%
prep_data0% | 0% | 0% | 0% | 100%
sagemaker-pipeline-parameterization0% | 0% | 0% | 0% | 100%
autopilot0% | 0% | 0% | 0% | 100%
sagemaker-pipeline-compare-model-versions0% | 0% | 0% | 0% | 100%
sagemaker_edge_manager0% | 0% | 0% | 0% | 100%
sagemaker-triton0% | 0% | 0% | 0% | 100%
sagemaker-inference-recommender0% | 0% | 0% | 0% | 100%
sagemaker-lineage0% | 0% | 0% | 0% | 100%
utils0% | 0% | 0% | 0% | 100%
_static0% | 0% | 0% | 0% | 100%
Most Frequently Changed Files (Top 20)

See data for all files...

File# lines# unitslast modified
(days ago)
created
(days ago)
# changes
mnist.py
in sagemaker-python-sdk/mxnet_mnist
135 9 266 1540 13
sentiment.py
in sagemaker-python-sdk/mxnet_gluon_sentiment
319 15 266 1527 12
mnist.py
in sagemaker-python-sdk/mxnet_gluon_mnist
146 10 266 1540 11
sagemaker_graph_manager.py
in reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/src/markov
291 6 266 1161 11
utils.py
in reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/src/markov
336 31 266 1161 11
evaluation_worker.py
in reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/src/markov
456 2 266 935 11
ray_launcher.py
in reinforcement_learning/common/sagemaker_rl
311 17 88 963 10
s3_boto_data_store.py
in reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/src/markov
318 18 266 1161 10
rollout_worker.py
in reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/src/markov
534 4 266 935 10
conf.py
in root
15 - 83 445 9
inference.py
in advanced_functionality/autogluon-tabular/container-training
102 5 266 658 9
train_pytorch_smdataparallel_mnist.py
in training/distributed_training/pytorch/data_parallel/mnist/code
214 3 194 420 9
tf_serving_utils.py
in reinforcement_learning/common/sagemaker_rl
46 4 266 963 8
predictor.py
in advanced_functionality/scikit_bring_your_own/container/decision_trees
47 4 266 1528 8
constants.py
in reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/src/markov/metrics
104 5 266 746 8
markdown_helper.py
in reinforcement_learning/common
116 9 112 963 8
cifar10.py
in advanced_functionality/pytorch_extending_our_containers/container/cifar10
145 5 266 1275 8
deepracer_racetrack_env.py
in reinforcement_learning/rl_deepracer_robomaker_coach_gazebo/src/markov/environments
181 8 266 935 8
recommender.py
in introduction_to_applying_machine_learning/gluon_recommender_system
183 9 266 1409 8
mnist.py
in sagemaker-python-sdk/pytorch_mnist
213 9 237 1322 8