Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub / sb-ai-lab / LightAutoML
Fast and customizable framework for automatic ML model creation (AutoML)
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sb-ai-lab%2FLightAutoML
Stars: 720
Forks: 42
Open Issues: 31
License: apache-2.0
Language: Python
Repo Size: 92.2 MB
Dependencies:
72
Created: about 2 years ago
Updated: 21 days ago
Last pushed: 4 months ago
Last synced: 20 days ago
Commit Stats
Commits: 179
Authors: 17
Mean commits per author: 10.53
Development Distribution Score: 0.782
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/sb-ai-lab/LightAutoML
Topics: automated-machine-learning, automatic-machine-learning, automl, automl-algorithms, binary-classification, data-science, kaggle, lama, machine-learning, multiclass-classification, nlp, python, regression
Files
Dependencies
- ipykernel *
- jupyter *
- log_calls *
- nbsphinx *
- nbsphinx-link *
- pandoc *
- prompt-toolkit <3.0.0,
- sphinx-autodoc-typehints *
- IPython <7.0.0 develop
- black 20.8b1 develop
- darglint 1.8.1 develop
- doc8 0.10.1 develop
- flake8 4.0.1 develop
- flake8-docstrings 1.6.0 develop
- isort 5.7.0 develop
- jupyter-contrib-nbextensions 0.5.1 develop
- mypy 0.910 develop
- nbsphinx 0.8.8 develop
- nbsphinx-link 1.3.0 develop
- notebook 6.4.7 develop
- pandoc 2.0.1 develop
- pre-commit 2.15.0 develop
- pytest 6.2.5 develop
- rstcheck 3.3.1 develop
- sphinx 4.3.2 develop
- sphinx-autodoc-typehints 1.12.0 develop
- sphinx-rtd-theme 1.0.0 develop
- tox 3.24.4 develop
- PyWavelets *
- albumentations 1.0.3
- autowoe >=1.2
- catboost >=0.26.1
- cffi ^1.14.5
- cmaes *
- dataclasses 0.6
- efficientnet-pytorch *
- featuretools *
- gensim >=4
- holidays *
- importlib-metadata ^1.0
- jinja2 *
- joblib *
- json2html *
- lightgbm ^2.3
- networkx *
- nltk *
- numpy --- - !ruby/hash:ActiveSupport::HashWithIndifferentAccess version: "<=1.19.5" python: "<3.7" - !ruby/hash:ActiveSupport::HashWithIndifferentAccess version: ">=1.2;<=1.21.5" python: ">=3.7"
- opencv-python 4.5.2.52
- optuna *
- pandas 1.1.5
- poetry-core ^1.0.0
- python >=3.6.1, <3.10
- pyyaml *
- scikit-image ^0.17
- scikit-learn >=0.22
- scipy <=1.5.4
- seaborn *
- torch --- - !ruby/hash:ActiveSupport::HashWithIndifferentAccess platform: win32 python: 3.6.1 version: 1.7.0 - !ruby/hash:ActiveSupport::HashWithIndifferentAccess platform: "*" version: "<1.9"
- torchvision --- - !ruby/hash:ActiveSupport::HashWithIndifferentAccess platform: win32 python: 3.6.1 version: 0.8.0 optional: true - !ruby/hash:ActiveSupport::HashWithIndifferentAccess platform: "*" version: "*" optional: true
- tqdm *
- transformers >=4
- weasyprint ^52.5
- Gr1N/setup-poetry v7 composite
- actions/checkout v2 composite
- actions/setup-python v2 composite
- pre-commit/action v2.0.3 composite
- Gr1N/setup-poetry v7 composite
- actions/checkout v3.1.0 composite
- actions/setup-python v4 composite
- Gr1N/setup-poetry v7 composite
- actions/checkout v2 composite
- actions/setup-python v2 composite