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GitHub / wandb / examples

Example deep learning projects that use wandb's features.

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wandb%2Fexamples

Stars: 1,065
Forks: 285
Open Issues: 18

License: None
Language: Jupyter Notebook
Repo Size: 452 MB
Dependencies: 163

Created: over 6 years ago
Updated: 26 days ago
Last pushed: about 1 month ago
Last synced: 28 days ago

Commit Stats

Commits: 882
Authors: 75
Mean commits per author: 11.76
Development Distribution Score: 0.766
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/wandb/examples

Files

Readme

Dependencies

examples/launch/launch-quickstart/Dockerfile docker

python 3.8 build

examples/java/java-sin/pom.xml maven

com.wandb.client:client-ng-java 1.0-SNAPSHOT

examples/fastai/aws-segmentation/requirements.txt pypi

examples/fastai/fastai-v1-examples/fastai1-food101/requirements.txt pypi

fastai *
wandb *

examples/fastai/fastai-v1-examples/fastai1-simpsons/Pipfile pypi

fastai *
wandb *

examples/fastai/fastai-v1-examples/fastai1-simpsons/requirements.txt pypi

fastai <2.0.0
pytorch *
wandb *

examples/keras/keras-cnn-fashion/requirements.txt pypi

examples/keras/keras-cnn-fashion/requirements_gpu.txt pypi

examples/minimal-hydra-example/requirements.txt pypi

examples/model-evaluation/requirements.txt pypi

examples/pytorch/pytorch-cifar10-sagemaker/requirements.txt pypi

examples/pytorch/pytorch-cifar10-sagemaker/source/requirements.txt pypi

wandb *

examples/pytorch/pytorch-mnist-sagemaker/src/requirements.txt pypi

wandb *

examples/pytorch-lightning/requirements.txt pypi

pytorch-lightning *
torchvision *

examples/ray-tune/requirements.txt pypi

ray >=0.8.7
torch >=1.4.0
wandb >=0.9.7

examples/sagemaker/text_classification/scripts/requirements.txt pypi

datasets >=1.11.0
wandb >=0.12.0

examples/streamlit/requirements.txt pypi

GitPython ==3.1.24
Jinja2 ==3.0.2
MarkupSafe ==2.0.1
Pillow ==9.0.1
PyYAML ==6.0
Pygments ==2.10.0
Send2Trash ==1.8.0
altair ==4.1.0
appnope ==0.1.2
argon2-cffi ==21.1.0
astor ==0.8.1
attrs ==21.2.0
autopep8 ==1.6.0
backcall ==0.2.0
backports.zoneinfo ==0.2.1
base58 ==2.1.1
bleach ==4.1.0
blinker ==1.4
cachetools ==4.2.4
certifi ==2021.10.8
cffi ==1.15.0
charset-normalizer ==2.0.7
click ==7.1.2
configparser ==5.0.2
debugpy ==1.5.1
decorator ==5.1.0
defusedxml ==0.7.1
docker-pycreds ==0.4.0
entrypoints ==0.3
gitdb ==4.0.9
idna ==3.3
ipykernel ==6.5.0
ipython ==7.31.1
ipython-genutils ==0.2.0
ipywidgets ==7.6.5
jedi ==0.18.0
jsonschema ==4.1.2
jupyter-client ==7.0.6
jupyter-core ==4.9.1
jupyterlab-pygments ==0.1.2
jupyterlab-widgets ==1.0.2
matplotlib-inline ==0.1.3
mistune ==2.0.3
nbclient ==0.5.4
nbconvert ==6.5.1
nbformat ==5.1.3
nest-asyncio ==1.5.1
notebook ==6.4.12
numpy ==1.22.0
packaging ==21.2
pandas ==1.3.4
pandocfilters ==1.5.0
parso ==0.8.2
pathtools ==0.1.2
pexpect ==4.8.0
pickleshare ==0.7.5
prometheus-client ==0.12.0
promise ==2.3
prompt-toolkit ==3.0.21
protobuf ==3.19.5
psutil ==5.8.0
ptyprocess ==0.7.0
pyarrow ==6.0.0
pycodestyle ==2.8.0
pycparser ==2.20
pydeck ==0.7.1
pyparsing ==2.4.7
pyrsistent ==0.18.0
python-dateutil ==2.8.2
python-dotenv ==0.19.1
pytz ==2021.3
pytz-deprecation-shim ==0.1.0.post0
pyzmq ==22.3.0
requests ==2.26.0
sentry-sdk ==1.4.3
shortuuid ==1.0.1
six ==1.16.0
smmap ==5.0.0
streamlit ==1.11.1
subprocess32 ==3.5.4
termcolor ==1.1.0
terminado ==0.12.1
testpath ==0.5.0
toml ==0.10.2
toolz ==0.11.1
tornado ==6.1
traitlets ==5.1.1
typing-extensions ==3.10.0.2
tzdata ==2021.5
tzlocal ==4.1
urllib3 ==1.26.7
validators ==0.18.2
wandb ==0.12.6
watchdog ==2.1.6
wcwidth ==0.2.5
webencodings ==0.5.1
widgetsnbextension ==3.5.2
yaspin ==2.1.0

examples/tensorboard/tensorboard-pytorch/requirements.txt pypi

examples/tensorboard/tensorboard-tf2-gradienttape/requirements.txt pypi

examples/tensorboard/tensorboard-tf2-kerasfit/requirements.txt pypi

tensorboard *
tensorflow *

examples/wandb-resume/requirements.txt pypi

.github/workflows/pr_reply1.yml actions

actions/checkout v3 composite
actions/setup-python v3 composite
actions/upload-artifact v3 composite

.github/workflows/pr_reply2.yml actions

actions/checkout v3 composite
actions/setup-python v3 composite

examples/wandb-automations/requirements.txt pypi

timm ==0.6.12
torch ==1.13.1
torchvision ==0.13.1
tqdm *
wandb >=0.13