Popular GitHub Repositories for Corpus Statistics

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

Statistical Machine Intelligence & Learning Engine

? Online machine learning in Python

A collection of small corpuses of interesting data for the creation of bots and similar stuff.

A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2025 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

The Abstraction and Reasoning Corpus

Probabilistic reasoning and statistical analysis in TensorFlow

搜索所有中文NLP数据集，附常用英文NLP数据集

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

MNBVC(Massive Never-ending BT Vast Chinese corpus)超大规模中文语料集。对标chatGPT训练的40T数据。MNBVC数据集不但包括主流文化，也包括各个小众文化甚至火星文的数据。MNBVC数据集包括新闻、作文、小说、书籍、杂志、论文、台词、帖子、wiki、古诗、歌词、商品介绍、笑话、糗事、聊天记录等一切形式的纯文本中文数据。

A collection of scientific methods, processes, algorithms, and systems to build stories & models.

Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

A collection of scientific methods, processes, algorithms, and systems to build stories & models.

Book_5_《统计至简》 | 鸢尾花书：从加减乘除到机器学习；上架！

ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP

Practice and tutorial-style notebooks covering wide variety of machine learning techniques