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GitHub / yusukekyokawa / ml-project-template
機械学習プロジェクト管理や実験方法に関して学んだことまとめ
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yusukekyokawa%2Fml-project-template
Stars: 0
Forks: 0
Open Issues: 14
License: None
Language: Jupyter Notebook
Repo Size: 61.5 KB
Dependencies:
64
Created: about 4 years ago
Updated: over 3 years ago
Last pushed: about 1 year ago
Last synced: about 1 year ago
Files
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Readme
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Dependencies
- Cython ==0.29
- Flask ==1.0.4
- Keras ==2.2.4
- Keras-Applications ==1.0.6
- Keras-Preprocessing ==1.0.5
- Markdown ==3.0.1
- Pillow ==5.3.0
- PyWavelets ==1.0.1
- PyYAML ==5.3
- Werkzeug ==0.14.1
- absl-py ==0.5.0
- astor ==0.7.1
- bottle ==0.12.13
- cloudpickle ==0.6.1
- cycler ==0.10.0
- dask ==0.19.4
- decorator ==4.3.0
- fastprogress >=0.1.22
- future ==0.17.1
- gast ==0.2.0
- grpcio ==1.15.0
- gspread ==3.1.0
- gspread-dataframe ==3.0.3
- h5py ==2.8.0
- imutils ==0.5.1
- jsonpickle ==1.0
- jupyterhub ==1.1.0
- jupyterlab ==1.2.5
- kiwisolver ==1.0.1
- matplotlib ==3.0.0
- mlflow ==1.10.0
- mnist ==0.2.2
- networks ==0.3.7
- networkx ==2.2
- notebook ==6.0.3
- numpy ==1.15.2
- oauth2client ==4.1.2
- opencv-python ==3.4.3.18
- pandas ==0.23.4
- protobuf ==3.6.1
- pyparsing ==2.2.2
- python-dateutil ==2.7.3
- pytz ==2018.5
- scikit-image ==0.14.1
- scikit-learn ==0.20.0
- scipy ==1.1.0
- six ==1.11.0
- sklearn ==0.0
- tensorboard ==1.14.0
- tensorflow-gpu ==1.11.0
- termcolor ==1.1.0
- toolz ==0.9.0
- torch ==1.1.0
- torchsummary ==1.5.1
- torchtext ==0.3.1
- torchvision ==0.3.0
- tqdm ==4.27.0
- umap-learn ==0.3.10
Docker/mlflow/Dockerfile
docker
- python 3.7.0 build
Docker/python-gpu/Dockerfile
docker
- nvidia/cuda 11.0-devel-ubuntu18.04 build
- tensorflow/tensorflow latest-py3 build