Stars
An enterprise-class UI design language and React UI library
LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)
简单粗暴 TensorFlow 2 | A Concise Handbook of TensorFlow 2 | 一本简明的 TensorFlow 2 入门指导教程
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著
Natural Language Processing for the next decade. Tokenization, Part-of-Speech Tagging, Named Entity Recognition, Syntactic & Semantic Dependency Parsing, Document Classification
🐶 A curated list of Web Security materials and resources.
Word2vec, Fasttext, Glove, Elmo, Bert, Flair pre-train Word Embedding
特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现
A middle-to-high level open source algorithm book designed with coding interview at heart!
word2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, inform…
Natural Language Processing Tutorial for Deep Learning Researchers
Share some useful guides and references about how to shift AI models to real world products or projects.
reference material for classical hypothesis tests
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。
Datasets, SOTA results of every fields of Chinese NLP
Master the command line, in one page
A technical report on convolution arithmetic in the context of deep learning
My blogs and code for machine learning. http://cnblogs.com/pinard
Code samples for my book "Neural Networks and Deep Learning"
Explaining the Math of how neural networks learn
Chinese Embedding collection incling token ,postag ,pinyin,dependency,word embedding.中文自然语言处理向量合集,包括字向量,拼音向量,词向量,词性向量,依存关系向量.共5种类型的向量