NiuTrans/ABigSurvey

A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML).

deep-learningmachine-learningnatural-language-processingneural-networkspaper-listsurveys

License & maintenance

GPL-3.0 is a copyleft license: products that include or modify it may have to publish their code.

Last code push 2 years ago.

	Repository	Stars	Language	License	Activity
1	d2l-ai/d2l-zh《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。	★ 81.9k	Python	Apache-2.0	Stale
2	labmlai/annotated_deep_learning_paper_implementations🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback,	★ 67.6k	Python	MIT	Slowing
3	keras-team/kerasDeep Learning for humans	★ 64.4k	Python	Apache-2.0	Active
4	explosion/spaCy💫 Industrial-strength Natural Language Processing (NLP) in Python	★ 34k	Python	MIT	Active
5	eugeneyan/applied-ml📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.	★ 30.6k	—	MIT	Stale
6	mozilla/DeepSpeechDeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspbe	★ 26.8k	C++	MPL-2.0	Archived
7	microsoft/onnxruntimeONNX Runtime: cross-platform, high performance ML inferencing and training accelerator	★ 22.1k	C++	MIT	Active
8	Unity-Technologies/ml-agentsThe Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments	★ 19.8k	C#	Other	Active