azure / azureml-examples
File Age & Freshness

File age measurements show the distribution of file ages (days since the first commit) and the file freshness (days since the latest commit).

Summary
File Change History Overall
File Age Distribution Overall
Days since first update
  • There are 1,219 files with 292,856 lines of code in files.
    • 1,091 files that are 366+ days old (247,146 lines of code)
    • 89 files that are 181-365 days old (38,601 lines of code)
    • 30 files that are 91-180 days old (6,027 lines of code)
    • 8 files that are 31-90 days old (878 lines of code)
    • 1 files that are 1-30 days old (204 lines of code)
84% | 13% | 2% | <1% | <1%
Legend:
366+
181-365
91-180
31-90
1-30

explore: grouped by folders | grouped by age
File Freshness Distribution Overall
Days since last update
  • There are 1,219 files with 292,856 lines of code in files.
    • 880 files have been last changed 366+ days ago (141,263 lines of code)
    • 168 files have been last changed 181-365 days ago (59,664 lines of code)
    • 63 files have been last changed 91-180 days ago (26,446 lines of code)
    • 100 files have been last changed 31-90 days ago (60,673 lines of code)
    • 8 files have been last changed 1-30 days ago (4,810 lines of code)
48% | 20% | 9% | 20% | 1%
Legend:
366+
181-365
91-180
31-90
1-30

explore: grouped by folders | grouped by freshness
File Change History per File Extension
yaml, py, ipynb, md, sh, json, txt, pkl, jsonl, cs, dockerfile, r, ts, pb, gitignore, java, ps1, jinja2, meta, rds, jl, pt, xml, html, toml, csproj, ini, classpath, rd, gitmodules, properties
File Age Distribution per Extension
Days since first update
366+
181-365
91-180
31-90
1-30
ipynb81% | 16% | 1% | <1% | <1%
py92% | 6% | 0% | <1% | 0%
pt100% | 0% | 0% | 0% | 0%
yaml84% | 1% | 13% | 0% | 0%
meta100% | 0% | 0% | 0% | 0%
pkl100% | 0% | 0% | 0% | 0%
rds100% | 0% | 0% | 0% | 0%
cs100% | 0% | 0% | 0% | 0%
jsonl40% | 0% | 59% | 0% | 0%
ts100% | 0% | 0% | 0% | 0%
toml100% | 0% | 0% | 0% | 0%
java100% | 0% | 0% | 0% | 0%
ps178% | 21% | 0% | 0% | 0%
jl100% | 0% | 0% | 0% | 0%
jinja2100% | 0% | 0% | 0% | 0%
xml100% | 0% | 0% | 0% | 0%
html100% | 0% | 0% | 0% | 0%
File Freshness Distribution per Extension
Days since last update
366+
181-365
91-180
31-90
1-30
ipynb35% | 24% | 10% | 26% | 2%
py78% | 12% | 1% | 8% | 0%
pt100% | 0% | 0% | 0% | 0%
yaml78% | 5% | 14% | 2% | <1%
meta100% | 0% | 0% | 0% | 0%
pkl100% | 0% | 0% | 0% | 0%
rds100% | 0% | 0% | 0% | 0%
cs66% | 33% | 0% | 0% | 0%
jsonl40% | 0% | 59% | 0% | 0%
ts100% | 0% | 0% | 0% | 0%
toml100% | 0% | 0% | 0% | 0%
java100% | 0% | 0% | 0% | 0%
ps178% | 21% | 0% | 0% | 0%
jl100% | 0% | 0% | 0% | 0%
jinja2100% | 0% | 0% | 0% | 0%
xml100% | 0% | 0% | 0% | 0%
html100% | 0% | 0% | 0% | 0%
File Change History per Logical Decomposition
primary
primary (file age distribution)
Days since first update
366+
181-365
91-180
31-90
1-30
sdk82% | 15% | 1% | <1% | <1%
cli94% | 1% | 4% | 0% | 0%
tutorials100% | 0% | 0% | 0% | 0%
best-practices100% | 0% | 0% | 0% | 0%
setup100% | 0% | 0% | 0% | 0%
infra95% | 5% | 0% | 0% | 0%
primary (file freshness distribution)
Days since last update
366+
181-365
91-180
31-90
1-30
sdk44% | 22% | 8% | 23% | 1%
cli82% | 4% | 4% | 7% | <1%
tutorials18% | 30% | 42% | 8% | 0%
best-practices83% | 16% | 0% | 0% | 0%
setup100% | 0% | 0% | 0% | 0%
infra95% | 5% | 0% | 0% | 0%
Oldest Files (Top 50)
File# lines# unitscreatedlast modified# changes
(days)
# contributorsfirst
contributor
latest
contributor
readme.py
in cli
438 15 2021-05-12 2024-08-12 40 22 54814569+lostmygithubaccoun... 101366538+kdestin@users.nor...
score_managedidentity.py
in cli/endpoints/online/model-1/onlinescoring
74 5 2021-05-12 2022-11-16 5 5 54814569+lostmygithubaccoun... 80542152+xanwal@users.norep...
pkl
sklearn_regression_model.pkl
in cli/endpoints/online/model-1/model
24 - 2021-05-12 2021-05-24 3 3 54814569+lostmygithubaccoun... daniel.schneider@microsoft.com
pkl
sklearn_regression_model.pkl
in cli/endpoints/online/model-2/model
24 - 2021-05-12 2021-05-24 3 3 54814569+lostmygithubaccoun... daniel.schneider@microsoft.com
score.py
in cli/endpoints/online/model-1/onlinescoring
19 2 2021-05-12 2022-05-17 6 4 54814569+lostmygithubaccoun... chpirill@microsoft.com
score.py
in cli/endpoints/online/model-2/onlinescoring
17 2 2021-05-12 2022-05-17 6 4 54814569+lostmygithubaccoun... chpirill@microsoft.com
triton_densenet_scoring.py
in cli/endpoints/online/triton/single-model
60 2 2021-06-10 2022-09-15 3 3 82929481+rupsan123@users.no... 106106141+nancy-mejia@users...
Manifest.toml
in cli/jobs/single-step/julia/iris/src
326 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
main.py
in cli/jobs/single-step/pytorch/word-language-model/src
215 6 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
train.py
in cli/jobs/single-step/pytorch/cifar-distributed/src
185 6 2021-11-04 2022-11-15 2 2 54814569+lostmygithubaccoun... 39775772+jeff-shepherd@user...
startDask.py
in cli/jobs/single-step/dask/nyctaxi/src
157 2 2021-11-04 2022-02-03 2 2 54814569+lostmygithubaccoun... daniel.schneider@microsoft.com
prep-nyctaxi.py
in cli/jobs/single-step/dask/nyctaxi/src
143 5 2021-11-04 2022-07-05 3 3 54814569+lostmygithubaccoun... 13340619+raghutillu@users.n...
main.py
in cli/jobs/pipelines/cifar-10/src/train-model
138 5 2021-11-04 2022-04-08 2 2 54814569+lostmygithubaccoun... 37076709+elliotzh@users.nor...
prep-nyctaxi.py
in cli/jobs/single-step/spark/nyctaxi/src
137 4 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
model.py
in cli/jobs/single-step/pytorch/word-language-model/src
117 10 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
prep.py
in cli/jobs/pipelines/nyc-taxi/src/prep
102 2 2021-11-04 2022-07-05 2 2 54814569+lostmygithubaccoun... 13340619+raghutillu@users.n...
prep.py
in cli/jobs/pipelines-with-components/nyc_taxi_data_regression/prep_src
102 2 2021-11-04 2022-07-05 2 2 54814569+lostmygithubaccoun... 13340619+raghutillu@users.n...
main.ipynb
in cli/jobs/single-step/scikit-learn/iris-notebook/src
101 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
main.py
in cli/jobs/pipelines/cifar-10/src/eval-model
99 3 2021-11-04 2022-04-08 2 2 54814569+lostmygithubaccoun... 37076709+elliotzh@users.nor...
transform.py
in cli/jobs/pipelines/nyc-taxi/src/transform
87 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
transform.py
in cli/jobs/pipelines-with-components/nyc_taxi_data_regression/transform_src
87 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
train.py
in cli/jobs/single-step/tensorflow/mnist-distributed/src
84 7 2021-11-04 2024-10-29 2 2 54814569+lostmygithubaccoun... 39775772+jeff-shepherd@user...
main.py
in cli/jobs/single-step/pytorch/iris/src
81 5 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
train.py
in cli/jobs/pipelines-with-components/nyc_taxi_data_regression/train_src
72 - 2021-11-04 2022-05-24 2 2 54814569+lostmygithubaccoun... 33712765+balapv@users.norep...
train.py
in cli/jobs/pipelines/nyc-taxi/src/train
67 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
main.py
in cli/jobs/single-step/lightgbm/iris/src
64 4 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
predict.py
in cli/jobs/pipelines/nyc-taxi/src/predict
63 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
generate.py
in cli/jobs/single-step/pytorch/word-language-model/src
62 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
main.py
in cli/jobs/single-step/scikit-learn/iris/src
62 4 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
predict.py
in cli/jobs/pipelines-with-components/nyc_taxi_data_regression/predict_src
58 - 2021-11-04 2022-05-24 2 2 54814569+lostmygithubaccoun... 33712765+balapv@users.norep...
jl
iris.jl
in cli/jobs/single-step/julia/iris/src
52 4 2021-11-04 2023-07-28 2 2 54814569+lostmygithubaccoun... 74648335+iamrk04@users.nore...
score.py
in cli/jobs/pipelines-with-components/nyc_taxi_data_regression/score_src
47 - 2021-11-04 2022-05-24 2 2 54814569+lostmygithubaccoun... 33712765+balapv@users.norep...
score.py
in cli/jobs/pipelines/nyc-taxi/src/score
46 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
hello-notebook.ipynb
in cli/jobs/basics/src
43 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
main.py
in cli/jobs/single-step/scikit-learn/diabetes/src
39 4 2021-11-04 2024-07-19 2 2 54814569+lostmygithubaccoun... 39775772+jeff-shepherd@user...
data.py
in cli/jobs/single-step/pytorch/word-language-model/src
37 5 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
train.py
in cli/jobs/pipelines-with-components/basics/1a_e2e_local_components/train_src
32 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
train.py
in cli/jobs/pipelines-with-components/basics/1b_e2e_registered_components/train_src
32 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
hello.py
in cli/jobs/pipelines-with-components/basics/4a_local_data_input/src
27 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
hello.py
in cli/jobs/pipelines-with-components/basics/2b_component_with_input_output/src
27 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
hello.py
in cli/jobs/pipelines-with-components/basics/3b_pipeline_with_data/componentA_src
26 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
hello.py
in cli/jobs/pipelines-with-components/basics/3b_pipeline_with_data/componentB_src
26 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
hello.py
in cli/jobs/pipelines-with-components/basics/3b_pipeline_with_data/componentC_src
26 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
train.py
in cli/jobs/single-step/tensorflow/mnist/src
23 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
hello-sweep.py
in cli/jobs/basics/src
22 2 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
score.py
in cli/jobs/pipelines-with-components/basics/1a_e2e_local_components/score_src
20 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
score.py
in cli/jobs/pipelines-with-components/basics/1b_e2e_registered_components/score_src
20 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
eval.py
in cli/jobs/pipelines-with-components/basics/1a_e2e_local_components/eval_src
17 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
eval.py
in cli/jobs/pipelines-with-components/basics/1b_e2e_registered_components/eval_src
17 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
hello-iris.py
in cli/jobs/basics/src
16 2 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
Files Not Recently Changed (Top 50)
File# lines# unitscreatedlast modified# changes
(days)
# contributorsfirst
contributor
latest
contributor
pkl
sklearn_regression_model.pkl
in cli/endpoints/online/model-2/model
24 - 2021-05-12 2021-05-24 3 3 54814569+lostmygithubaccoun... daniel.schneider@microsoft.com
pkl
sklearn_regression_model.pkl
in cli/endpoints/online/model-1/model
24 - 2021-05-12 2021-05-24 3 3 54814569+lostmygithubaccoun... daniel.schneider@microsoft.com
hello.py
in cli/jobs/pipelines-with-components/basics/3a_basic_pipeline/componentC_src
1 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
hello.py
in cli/jobs/pipelines-with-components/basics/3a_basic_pipeline/componentB_src
1 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
hello.py
in cli/jobs/pipelines-with-components/basics/3a_basic_pipeline/componentA_src
1 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
hello.py
in cli/jobs/pipelines-with-components/basics/5b_env_registered/src
1 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
hello.py
in cli/jobs/pipelines-with-components/basics/5a_env_public_docker_image/src
1 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
hello.py
in cli/jobs/pipelines-with-components/basics/2a_basic_component/src
1 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
create-managed-endpoint.yaml
in cli/endpoints/online/triton/single-model
3 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
hello.py
in cli/jobs/pipelines-with-components/basics/5c_env_conda_file/src
4 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
Project.toml
in cli/jobs/single-step/julia/iris/src
7 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
hello-mlflow.py
in cli/jobs/basics/src
10 1 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
conda.yaml
in cli/assets/model/mlflow-model
11 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
pkl
model.pkl
in cli/assets/model/mlflow-model
12 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
network.py
in cli/jobs/single-step/pytorch/iris/src
14 2 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
hello-iris.py
in cli/jobs/basics/src
16 2 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
eval.py
in cli/jobs/pipelines-with-components/basics/1b_e2e_registered_components/eval_src
17 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
eval.py
in cli/jobs/pipelines-with-components/basics/1a_e2e_local_components/eval_src
17 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
score.py
in cli/jobs/pipelines-with-components/basics/1b_e2e_registered_components/score_src
20 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
score.py
in cli/jobs/pipelines-with-components/basics/1a_e2e_local_components/score_src
20 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
hello-sweep.py
in cli/jobs/basics/src
22 2 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
train.py
in cli/jobs/single-step/tensorflow/mnist/src
23 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
hello.py
in cli/jobs/pipelines-with-components/basics/3b_pipeline_with_data/componentC_src
26 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
hello.py
in cli/jobs/pipelines-with-components/basics/3b_pipeline_with_data/componentB_src
26 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
hello.py
in cli/jobs/pipelines-with-components/basics/3b_pipeline_with_data/componentA_src
26 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
hello.py
in cli/jobs/pipelines-with-components/basics/2b_component_with_input_output/src
27 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
hello.py
in cli/jobs/pipelines-with-components/basics/4a_local_data_input/src
27 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
train.py
in cli/jobs/pipelines-with-components/basics/1b_e2e_registered_components/train_src
32 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
train.py
in cli/jobs/pipelines-with-components/basics/1a_e2e_local_components/train_src
32 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
data.py
in cli/jobs/single-step/pytorch/word-language-model/src
37 5 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
hello-notebook.ipynb
in cli/jobs/basics/src
43 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
score.py
in cli/jobs/pipelines/nyc-taxi/src/score
46 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
main.py
in cli/jobs/single-step/scikit-learn/iris/src
62 4 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
generate.py
in cli/jobs/single-step/pytorch/word-language-model/src
62 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
predict.py
in cli/jobs/pipelines/nyc-taxi/src/predict
63 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
main.py
in cli/jobs/single-step/lightgbm/iris/src
64 4 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
train.py
in cli/jobs/pipelines/nyc-taxi/src/train
67 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
main.py
in cli/jobs/single-step/pytorch/iris/src
81 5 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
transform.py
in cli/jobs/pipelines-with-components/nyc_taxi_data_regression/transform_src
87 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
transform.py
in cli/jobs/pipelines/nyc-taxi/src/transform
87 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
main.ipynb
in cli/jobs/single-step/scikit-learn/iris-notebook/src
101 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
model.py
in cli/jobs/single-step/pytorch/word-language-model/src
117 10 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
prep-nyctaxi.py
in cli/jobs/single-step/spark/nyctaxi/src
137 4 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
main.py
in cli/jobs/single-step/pytorch/word-language-model/src
215 6 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
Manifest.toml
in cli/jobs/single-step/julia/iris/src
326 - 2021-11-04 2021-11-04 1 1 54814569+lostmygithubaccoun... 54814569+lostmygithubaccoun...
settings-docker.xml
in cli/jobs/single-step/java/iris/src/main/resources/Docker
6 - 2022-01-21 2022-01-21 1 1 mufajjul.ali@gmail.com mufajjul.ali@gmail.com
MLFlowExperimentRunner.java
in cli/jobs/single-step/java/iris/src/main/java/com/microsoft/ml/experiment
13 1 2022-01-21 2022-01-21 1 1 mufajjul.ali@gmail.com mufajjul.ali@gmail.com
MLFLowRunner.java
in cli/jobs/single-step/java/iris/src/main/java/com/microsoft/ml/mlflow
17 2 2022-01-21 2022-01-21 1 1 mufajjul.ali@gmail.com mufajjul.ali@gmail.com
AMLAuthentication.java
in cli/jobs/single-step/java/iris/src/main/java/com/microsoft/aml/auth
71 7 2022-01-21 2022-01-21 1 1 mufajjul.ali@gmail.com mufajjul.ali@gmail.com
MlFlowExperiment.java
in cli/jobs/single-step/java/iris/src/main/java/com/microsoft/ml/experiment
163 18 2022-01-21 2022-01-21 1 1 mufajjul.ali@gmail.com mufajjul.ali@gmail.com
Most Recently Created Files (Top 50)
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# contributorsfirst
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latest
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environment-with-private-package.ipynb
in sdk/python/assets/environment
204 - 2025-04-14 2025-04-14 1 1 166698309+kshitij-microsoft... 166698309+kshitij-microsoft...
nvidia_nim_codeinterpreter.py
in sdk/python/foundation-models/nvidia-nim-agent-samples
66 - 2025-03-24 2025-03-24 1 1 tinaem14@gmail.com tinaem14@gmail.com
nvidia_nim_file_search.py
in sdk/python/foundation-models/nvidia-nim-agent-samples
53 - 2025-03-24 2025-03-24 1 1 tinaem14@gmail.com tinaem14@gmail.com
nvidia_nim_no_tools.py
in sdk/python/foundation-models/nvidia-nim-agent-samples
41 - 2025-03-24 2025-03-24 1 1 tinaem14@gmail.com tinaem14@gmail.com
webrequests.ipynb
in sdk/python/foundation-models/nvidia-nim-llama3-8b
331 - 2025-03-20 2025-03-20 1 1 73311224+cassieesvelt@users... 73311224+cassieesvelt@users...
openaisdk.ipynb
in sdk/python/foundation-models/nvidia-nim-llama3-8b
154 - 2025-03-20 2025-03-20 1 1 73311224+cassieesvelt@users... 73311224+cassieesvelt@users...
aiinference.ipynb
in sdk/python/foundation-models/nvidia-nim-llama3-8b
89 - 2025-03-20 2025-03-20 1 1 73311224+cassieesvelt@users... 73311224+cassieesvelt@users...
Text_to_Image.py
in sdk/python/foundation-models/stabilityai/gradio_sample
75 2 2025-02-12 2025-02-12 1 1 188957625+deepanshms@users.... 188957625+deepanshms@users....
Image_to_Image.py
in sdk/python/foundation-models/stabilityai/gradio_sample
69 2 2025-02-12 2025-02-12 1 1 188957625+deepanshms@users.... 188957625+deepanshms@users....
chat_completion_with_model_as_platform.ipynb
in sdk/python/jobs/finetuning/standalone/model-as-a-platform/chat-completion
572 - 2025-01-10 2025-03-04 2 2 sagar.sumant@gmail.com singhviswati14@gmail.com
text_generation_with_model_as_a_platform.ipynb
in sdk/python/jobs/finetuning/standalone/model-as-a-platform/text-generation
547 - 2025-01-10 2025-03-04 2 2 sagar.sumant@gmail.com singhviswati14@gmail.com
text-generation-finetuning-instance-types.yaml
in cli/jobs/finetuning/standalone/model-as-a-platform/text-generation
29 - 2025-01-10 2025-01-10 1 1 sagar.sumant@gmail.com sagar.sumant@gmail.com
chat-completion-finetuning-instance-types.yaml
in cli/jobs/finetuning/standalone/model-as-a-platform/chat-completion
29 - 2025-01-10 2025-01-10 1 1 sagar.sumant@gmail.com sagar.sumant@gmail.com
text-generation-finetuning-amlcompute.yaml
in cli/jobs/finetuning/standalone/model-as-a-platform/text-generation
26 - 2025-01-10 2025-01-10 1 1 sagar.sumant@gmail.com sagar.sumant@gmail.com
chat-completion-finetuning-amlcompute.yaml
in cli/jobs/finetuning/standalone/model-as-a-platform/chat-completion
26 - 2025-01-10 2025-01-10 1 1 sagar.sumant@gmail.com sagar.sumant@gmail.com
chat_completion_with_model_as_service.ipynb
in sdk/python/jobs/finetuning/standalone/model-as-a-service/chat-completion
671 - 2025-01-08 2025-03-31 4 3 sagar.sumant@gmail.com 41802116+srsaggam@users.nor...
text_generation_with_model_as_a_service.ipynb
in sdk/python/jobs/finetuning/standalone/model-as-a-service/text-generation
525 - 2025-01-08 2025-03-04 2 2 sagar.sumant@gmail.com singhviswati14@gmail.com
text-generation-finetuning.yaml
in cli/jobs/finetuning/standalone/model-as-a-service/text-generation
25 - 2025-01-08 2025-01-08 1 1 sagar.sumant@gmail.com sagar.sumant@gmail.com
chat-completion-finetuning.yaml
in cli/jobs/finetuning/standalone/model-as-a-service/chat-completion
25 - 2025-01-08 2025-01-08 1 1 sagar.sumant@gmail.com sagar.sumant@gmail.com
versioning.ipynb
in sdk/python/assets/data
314 - 2024-12-18 2024-12-18 1 1 58519179+shakutaigit@users.... 58519179+shakutaigit@users....
openbookqa.yaml
in sdk/python/foundation-models/system/distillation/nlu_qa/pipelines
279 - 2024-12-18 2024-12-18 1 1 vishyada1@gmail.com vishyada1@gmail.com
hellaswag.yaml
in sdk/python/foundation-models/system/distillation/conversation/pipelines
275 - 2024-12-18 2024-12-18 1 1 vishyada1@gmail.com vishyada1@gmail.com
gsm8k.yaml
in sdk/python/foundation-models/system/distillation/math/pipelines
265 - 2024-12-18 2024-12-18 1 1 vishyada1@gmail.com vishyada1@gmail.com
snli.yaml
in sdk/python/foundation-models/system/distillation/nli/pipelines
236 - 2024-12-18 2024-12-18 1 1 vishyada1@gmail.com vishyada1@gmail.com
distillation_summarization.ipynb
in sdk/python/foundation-models/system/distillation/summarization
796 - 2024-12-05 2025-02-24 4 2 141684261+sanchez-alex@user... 141684261+sanchez-alex@user...
distillation_summarization.yaml
in cli/foundation-models/system/distillation/summarization
39 - 2024-12-05 2024-12-05 1 1 141684261+sanchez-alex@user... 141684261+sanchez-alex@user...
serverless_endpoint.yaml
in cli/foundation-models/system/distillation/summarization
2 - 2024-12-05 2024-12-05 1 1 141684261+sanchez-alex@user... 141684261+sanchez-alex@user...
jsonl
train_nlu_qa.jsonl
in cli/foundation-models/system/distillation/nlu_qa
512 - 2024-11-20 2024-11-20 1 1 141684261+sanchez-alex@user... 141684261+sanchez-alex@user...
jsonl
train_math.jsonl
in cli/foundation-models/system/distillation/math
378 - 2024-11-20 2024-11-20 1 1 141684261+sanchez-alex@user... 141684261+sanchez-alex@user...
jsonl
validation_nlu_qa.jsonl
in cli/foundation-models/system/distillation/nlu_qa
256 - 2024-11-20 2024-11-20 1 1 141684261+sanchez-alex@user... 141684261+sanchez-alex@user...
jsonl
validation_math.jsonl
in cli/foundation-models/system/distillation/math
42 - 2024-11-20 2024-11-20 1 1 141684261+sanchez-alex@user... 141684261+sanchez-alex@user...
distillation_nli.yaml
in cli/foundation-models/system/distillation/nli
38 - 2024-11-20 2024-11-20 1 1 141684261+sanchez-alex@user... 141684261+sanchez-alex@user...
distillation_math.yaml
in cli/foundation-models/system/distillation/math
38 - 2024-11-20 2024-11-20 1 1 141684261+sanchez-alex@user... 141684261+sanchez-alex@user...
distillation_nlu_qa.yaml
in cli/foundation-models/system/distillation/nlu_qa
38 - 2024-11-20 2024-11-20 1 1 141684261+sanchez-alex@user... 141684261+sanchez-alex@user...
distillation_conversation.yaml
in cli/foundation-models/system/distillation/conversation
36 - 2024-11-20 2024-11-20 1 1 141684261+sanchez-alex@user... 141684261+sanchez-alex@user...
serverless_endpoint.yaml
in cli/foundation-models/system/distillation/conversation
2 - 2024-11-20 2024-11-20 1 1 141684261+sanchez-alex@user... 141684261+sanchez-alex@user...
serverless_endpoint.yaml
in cli/foundation-models/system/distillation/nli
2 - 2024-11-20 2024-11-20 1 1 141684261+sanchez-alex@user... 141684261+sanchez-alex@user...
serverless_endpoint.yaml
in cli/foundation-models/system/distillation/math
2 - 2024-11-20 2024-11-20 1 1 141684261+sanchez-alex@user... 141684261+sanchez-alex@user...
serverless_endpoint.yaml
in cli/foundation-models/system/distillation/nlu_qa
2 - 2024-11-20 2024-11-20 1 1 141684261+sanchez-alex@user... 141684261+sanchez-alex@user...
auto-ml-forecasting-function-gap-batch-inference.ipynb
in sdk/python/jobs/automl-standalone-jobs/automl-forecasting-forecast-function
716 - 2024-10-29 2024-10-29 1 1 115183100+samgos93@users.no... 115183100+samgos93@users.no...
auto-ml-forecasting-function-gap-training.ipynb
in sdk/python/jobs/automl-standalone-jobs/automl-forecasting-forecast-function
631 - 2024-10-29 2024-10-29 1 1 115183100+samgos93@users.no... 115183100+samgos93@users.no...
auto-ml-forecasting-function-gap-local-inference.ipynb
in sdk/python/jobs/automl-standalone-jobs/automl-forecasting-forecast-function
502 - 2024-10-29 2024-10-29 1 1 115183100+samgos93@users.no... 115183100+samgos93@users.no...
helper.py
in sdk/python/jobs/automl-standalone-jobs/automl-forecasting-forecast-function
56 2 2024-10-29 2024-10-29 1 1 115183100+samgos93@users.no... 115183100+samgos93@users.no...
forecasting_script.py
in sdk/python/jobs/automl-standalone-jobs/automl-forecasting-forecast-function/forecasting_script
54 2 2024-10-29 2024-12-03 2 2 115183100+samgos93@users.no... 74648335+iamrk04@users.nore...
advanced-call-example.ipynb
in sdk/python/foundation-models/healthcare-ai/medimageinsight
546 - 2024-10-21 2024-10-21 1 1 jmerkow@gmail.com jmerkow@gmail.com
processing_utils.py
in sdk/python/foundation-models/healthcare-ai/medimageparse/sematic-segmentation-demo
295 10 2024-10-21 2024-10-21 1 1 jmerkow@gmail.com jmerkow@gmail.com
exam_parameter_helpers.py
in sdk/python/foundation-models/healthcare-ai/medimageinsight/exam-parameter-demo
233 12 2024-10-21 2024-10-21 1 1 jmerkow@gmail.com jmerkow@gmail.com
MedImageInsight.py
in sdk/python/foundation-models/healthcare-ai/medimageinsight/classification_demo
195 5 2024-10-21 2024-10-21 1 1 jmerkow@gmail.com jmerkow@gmail.com
training.py
in sdk/python/foundation-models/healthcare-ai/medimageinsight/classification_demo/adaptor_training
194 12 2024-10-21 2024-10-21 1 1 jmerkow@gmail.com jmerkow@gmail.com
demo_utils.py
in sdk/python/foundation-models/healthcare-ai/medimageinsight/classification_demo
67 6 2024-10-21 2024-10-21 1 1 jmerkow@gmail.com jmerkow@gmail.com
Most Recently Changed Files (Top 50)
File# lines# unitscreatedlast modified# changes
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# contributorsfirst
contributor
latest
contributor
conda.yaml
in cli/endpoints/online/ncd/lightgbm-iris/model
14 - 2023-02-09 2025-05-05 4 3 80542152+xanwal@users.norep... 65710487+ym11369@users.nore...
lightgbm-deployment.yaml
in cli/endpoints/online/ncd
10 - 2023-02-09 2025-05-05 4 3 80542152+xanwal@users.norep... 65710487+ym11369@users.nore...
1325 - 2023-12-04 2025-05-02 12 7 147850784+rkamat25@users.no... 134430258+nishalagnes27@use...
999 - 2023-05-19 2025-05-02 19 6 ilmat@microsoft.com 134430258+nishalagnes27@use...
996 - 2023-05-19 2025-05-02 19 6 ilmat@microsoft.com 134430258+nishalagnes27@use...
mistralai.ipynb
in sdk/python/foundation-models/mistral
288 - 2024-02-23 2025-04-23 4 3 fasantia@microsoft.com hrjn@users.noreply.github.com
environment-with-private-package.ipynb
in sdk/python/assets/environment
204 - 2025-04-14 2025-04-14 1 1 166698309+kshitij-microsoft... 166698309+kshitij-microsoft...
mlflow_sdk_online_endpoints_progresive.ipynb
in sdk/python/using-mlflow/deploy
974 - 2022-12-30 2025-04-08 5 4 fasantia@microsoft.com 70937115+achauhan-scc@users...
automl-image-object-detection-task-fridge-items.ipynb
in sdk/python/jobs/automl-standalone-jobs/automl-image-object-detection-task-fridge-items
1776 - 2022-09-23 2025-04-02 23 18 33712765+balapv@users.norep... 39775772+jeff-shepherd@user...
automl-image-instance-segmentation-task-fridge-items.ipynb
in sdk/python/jobs/automl-standalone-jobs/automl-image-instance-segmentation-task-fridge-items
1742 - 2022-09-23 2025-04-02 24 18 33712765+balapv@users.norep... 39775772+jeff-shepherd@user...
automl-image-classification-multiclass-task-fridge-items.ipynb
in sdk/python/jobs/automl-standalone-jobs/automl-image-classification-multiclass-task-fridge-items
1734 - 2022-09-23 2025-04-02 19 14 33712765+balapv@users.norep... 39775772+jeff-shepherd@user...
automl-image-classification-multilabel-task-fridge-items.ipynb
in sdk/python/jobs/automl-standalone-jobs/automl-image-classification-multilabel-task-fridge-items
1725 - 2022-09-23 2025-04-02 22 14 33712765+balapv@users.norep... 39775772+jeff-shepherd@user...
aml-demand-forecast-mm-pipeline.ipynb
in sdk/python/jobs/pipelines/1k_demand_forecast_pipeline/aml-demand-forecast-mm-pipeline
1489 - 2024-06-21 2025-04-02 6 5 13694836+nivi09@users.norep... 39775772+jeff-shepherd@user...
aml-demand-forecast-hts.ipynb
in sdk/python/jobs/pipelines/1k_demand_forecast_pipeline/aml-demand-forecast-hts-pipeline
1389 - 2024-06-21 2025-04-02 3 3 13694836+nivi09@users.norep... 39775772+jeff-shepherd@user...
image-object-detection-batch-scoring-non-mlflow-model.ipynb
in sdk/python/jobs/automl-standalone-jobs/automl-image-object-detection-task-fridge-items-batch-scoring
1353 - 2022-09-28 2025-04-02 18 11 41925087+shubhamiit@users.n... 39775772+jeff-shepherd@user...
mmdetection-fridgeobjects-object-detection.ipynb
in sdk/python/foundation-models/system/finetune/image-object-detection
1306 - 2023-08-21 2025-04-02 10 6 rupaljain@microsoft.com 39775772+jeff-shepherd@user...
mmdetection-fridgeobjects-instance-segmentation.ipynb
in sdk/python/foundation-models/system/finetune/image-instance-segmentation
1226 - 2023-08-21 2025-04-02 10 6 rupaljain@microsoft.com 39775772+jeff-shepherd@user...
hftransformers-fridgeobjects-multilabel-classification.ipynb
in sdk/python/foundation-models/system/finetune/image-classification/multilabel-classification
1183 - 2023-08-21 2025-04-02 10 6 rupaljain@microsoft.com 39775772+jeff-shepherd@user...
hftransformers-fridgeobjects-multiclass-classification.ipynb
in sdk/python/foundation-models/system/finetune/image-classification/multiclass-classification
1177 - 2023-08-21 2025-04-02 10 6 rupaljain@microsoft.com 39775772+jeff-shepherd@user...
image-instance-segmentation.ipynb
in sdk/python/foundation-models/system/evaluation/image-instance-segmentation
745 - 2023-08-21 2025-04-02 5 3 rupaljain@microsoft.com 39775772+jeff-shepherd@user...
image-text-embeddings-batch-endpoint.ipynb
in sdk/python/foundation-models/system/inference/image-text-embeddings
738 - 2023-10-17 2025-04-02 4 3 rbhimani@microsoft.com 39775772+jeff-shepherd@user...
image-object-detection.ipynb
in sdk/python/foundation-models/system/evaluation/image-object-detection
730 - 2023-08-21 2025-04-02 5 3 rupaljain@microsoft.com 39775772+jeff-shepherd@user...
image-multiclass-classification.ipynb
in sdk/python/foundation-models/system/evaluation/image-classification/multiclass-classification
700 - 2023-08-21 2025-04-02 4 2 rupaljain@microsoft.com 39775772+jeff-shepherd@user...
image-multilabel-classification.ipynb
in sdk/python/foundation-models/system/evaluation/image-classification/multilabel-classification
698 - 2023-08-21 2025-04-02 4 2 rupaljain@microsoft.com 39775772+jeff-shepherd@user...
text-to-image-retrieval.ipynb
in sdk/python/foundation-models/system/inference/image-text-embeddings
598 - 2023-12-20 2025-04-02 3 3 rbhimani@microsoft.com 39775772+jeff-shepherd@user...
image-object-detection-batch-endpoint.ipynb
in sdk/python/foundation-models/system/inference/image-object-detection
534 - 2023-08-21 2025-04-02 6 4 rupaljain@microsoft.com 39775772+jeff-shepherd@user...
image-instance-segmentation-batch-endpoint.ipynb
in sdk/python/foundation-models/system/inference/image-instance-segmentation
534 - 2023-08-21 2025-04-02 6 4 rupaljain@microsoft.com 39775772+jeff-shepherd@user...
automl-image-object-detection-in-pipeline.ipynb
in sdk/python/jobs/pipelines/1h_automl_in_pipeline/automl-image-object-detection-in-pipeline
517 - 2022-09-23 2025-04-02 15 8 33712765+balapv@users.norep... 39775772+jeff-shepherd@user...
mask-generation-batch-endpoint.ipynb
in sdk/python/foundation-models/system/inference/mask-generation
514 - 2023-11-13 2025-04-02 3 2 rupaljain@microsoft.com 39775772+jeff-shepherd@user...
zero-shot-image-classification-batch-endpoint.ipynb
in sdk/python/foundation-models/system/inference/zero-shot-image-classification
512 - 2023-10-10 2025-04-02 4 3 rbhimani@microsoft.com 39775772+jeff-shepherd@user...
automl-image-classification-multilabel-in-pipeline.ipynb
in sdk/python/jobs/pipelines/1h_automl_in_pipeline/automl-image-classification-multilabel-in-pipeline
507 - 2022-09-23 2025-04-02 15 8 33712765+balapv@users.norep... 39775772+jeff-shepherd@user...
visual-question-answering-batch-endpoint.ipynb
in sdk/python/foundation-models/system/inference/visual-question-answering
503 - 2023-11-13 2025-04-02 3 3 52715641+sharma-riti@users.... 39775772+jeff-shepherd@user...
automl-image-classification-multiclass-in-pipeline.ipynb
in sdk/python/jobs/pipelines/1h_automl_in_pipeline/automl-image-classification-multiclass-in-pipeline
500 - 2022-09-23 2025-04-02 15 8 33712765+balapv@users.norep... 39775772+jeff-shepherd@user...
image-classification-batch-endpoint.ipynb
in sdk/python/foundation-models/system/inference/image-classification
493 - 2023-08-21 2025-04-02 5 4 rupaljain@microsoft.com 39775772+jeff-shepherd@user...
mask-generation-online-endpoint.ipynb
in sdk/python/foundation-models/system/inference/mask-generation
492 - 2023-11-13 2025-04-02 3 2 rupaljain@microsoft.com 39775772+jeff-shepherd@user...
image-text-embeddings-online-endpoint.ipynb
in sdk/python/foundation-models/system/inference/image-text-embeddings
484 - 2023-10-17 2025-04-02 4 3 rbhimani@microsoft.com 39775772+jeff-shepherd@user...
image-embeddings-batch-endpoint.ipynb
in sdk/python/foundation-models/system/inference/image-embeddings
480 - 2024-02-08 2025-04-02 4 3 98922913+rdondera-microsoft... 39775772+jeff-shepherd@user...
image-to-text-batch-endpoint.ipynb
in sdk/python/foundation-models/system/inference/image-to-text
478 - 2023-11-03 2025-04-02 3 3 52715641+sharma-riti@users.... 39775772+jeff-shepherd@user...
automl-image-instance-segmentation-in-pipeline.ipynb
in sdk/python/jobs/pipelines/1h_automl_in_pipeline/automl-image-instance-segmentation-in-pipeline
464 - 2022-09-23 2025-04-02 16 9 33712765+balapv@users.norep... 39775772+jeff-shepherd@user...
image-classification-online-endpoint.ipynb
in sdk/python/foundation-models/system/inference/image-classification
372 - 2023-08-21 2025-04-02 4 4 rupaljain@microsoft.com 39775772+jeff-shepherd@user...
zero-shot-image-classification-online-endpoint.ipynb
in sdk/python/foundation-models/system/inference/zero-shot-image-classification
364 - 2023-10-10 2025-04-02 4 3 rbhimani@microsoft.com 39775772+jeff-shepherd@user...
image-object-detection-online-endpoint.ipynb
in sdk/python/foundation-models/system/inference/image-object-detection
364 - 2023-08-21 2025-04-02 5 4 rupaljain@microsoft.com 39775772+jeff-shepherd@user...
image-instance-segmentation-online-endpoint.ipynb
in sdk/python/foundation-models/system/inference/image-instance-segmentation
363 - 2023-08-21 2025-04-02 5 4 rupaljain@microsoft.com 39775772+jeff-shepherd@user...
visual-question-answering-online-endpoint.ipynb
in sdk/python/foundation-models/system/inference/visual-question-answering
359 - 2023-11-13 2025-04-02 3 3 52715641+sharma-riti@users.... 39775772+jeff-shepherd@user...
image-to-text-online-endpoint.ipynb
in sdk/python/foundation-models/system/inference/image-to-text
351 - 2023-11-03 2025-04-02 3 3 52715641+sharma-riti@users.... 39775772+jeff-shepherd@user...
image-embeddings-online-endpoint.ipynb
in sdk/python/foundation-models/system/inference/image-embeddings
330 - 2024-02-08 2025-04-02 4 3 98922913+rdondera-microsoft... 39775772+jeff-shepherd@user...
prepare_data.py
in cli/foundation-models/system/finetune/image-instance-segmentation
192 5 2023-08-21 2025-04-02 3 2 rupaljain@microsoft.com 39775772+jeff-shepherd@user...
prepare_data.py
in cli/foundation-models/system/finetune/image-object-detection
160 5 2023-08-21 2025-04-02 3 2 rupaljain@microsoft.com 39775772+jeff-shepherd@user...
prepare_data.py
in cli/foundation-models/system/inference/image-text-embeddings
155 4 2023-10-17 2025-04-02 3 3 rbhimani@microsoft.com 39775772+jeff-shepherd@user...
prepare_data.py
in cli/jobs/pipelines/automl/image-object-detection-task-fridge-items-pipeline
151 4 2022-09-19 2025-04-02 4 3 61145377+novaturient95@user... 39775772+jeff-shepherd@user...