diff --git a/README.md b/README.md index 33e8c691..d6e18e31 100644 --- a/README.md +++ b/README.md @@ -188,10 +188,10 @@ _Frameworks for Neural Networks and Deep Learning. Also see [awesome-deep-learni - Frameworks - [pytorch](https://github.com/pytorch/pytorch) - Tensors and Dynamic neural networks in Python with strong GPU acceleration. - - [tensorflow](https://github.com/tensorflow/tensorflow) - The most popular Deep Learning framework created by Google. - - [keras](https://github.com/keras-team/keras) - A high-level deep learning library with support for JAX, TensorFlow, and PyTorch backends. - - [jax](https://github.com/jax-ml/jax) - A library for high-performance numerical computing with automatic differentiation and JIT compilation. - [pytorch-lightning](https://github.com/Lightning-AI/pytorch-lightning) - Deep learning framework to train, deploy, and ship AI products Lightning fast. + - [jax](https://github.com/jax-ml/jax) - A library for high-performance numerical computing with automatic differentiation and JIT compilation. + - [keras](https://github.com/keras-team/keras) - A high-level deep learning library with support for JAX, TensorFlow, and PyTorch backends. + - [tensorflow](https://github.com/tensorflow/tensorflow) - An end-to-end machine learning platform from Google. - Reinforcement Learning - [gymnasium](https://github.com/Farama-Foundation/Gymnasium) - A standard API for reinforcement learning environments with popular reference environments ([gym](https://github.com/openai/gym) successor). - [stable-baselines3](https://github.com/DLR-RM/stable-baselines3) - PyTorch implementations of Stable Baselines (deep) reinforcement learning algorithms. @@ -209,6 +209,9 @@ _Libraries for Machine Learning. Also see [awesome-machine-learning](https://git - [lightgbm](https://github.com/lightgbm-org/LightGBM) - A fast, distributed, high performance gradient boosting framework. - [catboost](https://github.com/catboost/catboost) - A fast, scalable, high performance gradient boosting on decision trees library. - Time Series Forecasting + - [prophet](https://github.com/facebook/prophet) - A tool for producing forecasts for time series with multiple seasonality and trend changes. + - [statsforecast](https://github.com/Nixtla/statsforecast) - Fast statistical forecasting models such as ARIMA, ETS, and Theta, compiled with numba. + - [sktime](https://github.com/sktime/sktime) - A unified scikit-learn-style framework for forecasting and other time-series learning tasks. - [timesfm](https://github.com/google-research/timesfm) - A pretrained foundation model from Google Research for time-series forecasting, with non-commercial default weights. ### Natural Language Processing @@ -237,6 +240,7 @@ _Libraries for image and video analysis, object detection, and OCR._ - OCR - [pytesseract](https://github.com/madmaze/pytesseract) - A wrapper for the [Tesseract OCR](https://github.com/tesseract-ocr) engine. - [easyocr](https://github.com/JaidedAI/EasyOCR) - Ready-to-use OCR with 80+ languages supported. + - [paddleocr](https://github.com/PaddlePaddle/PaddleOCR) - Multilingual OCR and document parsing toolkit based on PaddlePaddle. ### Recommender Systems diff --git a/docs/audit-logs.md b/docs/audit-logs.md index 088c1711..fb6b0a40 100644 --- a/docs/audit-logs.md +++ b/docs/audit-logs.md @@ -29,6 +29,11 @@ Entries admitted despite the Stable quality requirement, by maintainer decision: - zensical -- admitted 2026-08-23 at version 0.0.57, PyPI classifier `Development Status :: 3 - Alpha`, with no 1.0 target announced. Admitted as a challenger displacing mkdocs because the Documentation section was carrying a dying upstream: the Material for MkDocs team's announcement of 2025-11-05 put Material into maintenance mode for twelve months and called MkDocs itself unmaintained since 2024-08 and a supply chain risk. Re-check when 1.0 lands. - openviking -- admitted 2026-08-25 (PR #3302) at version 0.4.16, PyPI classifier `Development Status :: 3 - Alpha`, with a README that said "OpenViking is still in its early stages". Admitted as a Data Layer challenger because the adoption is real: 459,446 downloads/month on pypistats (mirror-excluded) on 2026-08-24, and releases every few days. Re-check when 1.0 lands. - claude-agent-sdk -- kept 2026-10-01 in the AI and Agents audit at version 0.2.163, PyPI classifier `Development Status :: 3 - Alpha`. Kept as a Vendor Agent SDKs obvious choice because the adoption is real: 30,033,689 downloads/month on ClickPy on 2026-10-01, up from 1.2M in March 2026 on pypistats. Re-check when 1.0 lands. +- keras -- kept 2026-10-02 in the AI & ML audit as a Deep Learning Frameworks Second Tier challenger at version 3.15.1, PyPI classifier `Development Status :: 4 - Beta`. Kept because Keras 3 is a production multi-backend API; the classifier lags the project. +- stanza -- kept 2026-10-02 in the AI & ML audit as an NLP General challenger at version 1.15.0, PyPI classifier `Development Status :: 4 - Beta`. Kept because it is Stanford NLP's official library with releases through 2026-10-01; the classifier lags the project. +- kornia -- kept 2026-10-02 in the AI & ML audit as a Computer Vision General challenger at version 0.8.3, PyPI classifier `Development Status :: 4 - Beta`. Kept on 2,181,803 downloads/month on pypistats; the classifier lags the project. +- implicit -- kept 2026-10-02 in the AI & ML audit as a Recommender Systems obvious choice at version 0.7.3, PyPI classifier `Development Status :: 4 - Beta`. Kept on 234,833 downloads/month on pypistats and cp314 wheels; the classifier lags the project. +- statsforecast -- admitted 2026-10-02 in the AI & ML audit as a Time Series Forecasting obvious choice at version 2.1.1, PyPI classifier `Development Status :: 4 - Beta`. Admitted on 1,339,344 downloads/month on pypistats; the classifier lags the project. ### Challenger Exceptions @@ -41,6 +46,7 @@ Entries admitted as challengers without adoption-trajectory evidence, by maintai These entries sit past the 12-month activity requirement without an override. Each one is kept by editorial judgment: mature, stable, and no successor exists. +- annoy -- kept 2026-10-02 in the AI & ML audit, last push 2025-10-29. Unlike the others it has a successor, Spotify's own Voyager (2023), but kept by maintainer decision on 911,913 downloads/month on pypistats. - ftfy - itsdangerous - jieba