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📚 Freely available programming books
All Algorithms implemented in Python
Crack LeetCode, not only how, but also why.
深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
手写实现李航《统计学习方法》书中全部算法
BertViz: Visualize Attention in Transformer Models
all kinds of text classification models and more with deep learning
Open Source Neural Machine Translation and (Large) Language Models in PyTorch
Python library for processing Chinese text
keras implement of transformers for humans
数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
使用Bert，ERNIE，进行中文文本分类
A simple tool to update bib entries with their official information (e.g., DBLP or the ACL anthology).
PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf
Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop
Implementation of BERT that could load official pre-trained models for feature extraction and prediction
QRec: A Python Framework for quick implementation of recommender systems (TensorFlow Based)
😎 Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切：论文、代码、框架与库
An implement of the paper of EDA for Chinese corpus.中文语料的EDA数据增强工具。NLP数据增强。论文阅读笔记。
利用Python实现中文文本关键词抽取，分别采用TF-IDF、TextRank、Word2Vec词聚类三种方法。
Text classifier for Hierarchical Attention Networks for Document Classification