hungrySharkkk

algorithm

annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

CLUE

中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

Conversational-AI-with-RASA

Conversational AI with RASA, published by Packt

easy-algorithm-interview-and-practice

FewCLUE

FewCLUE 小样本学习测评基准，中文版

geek-training-camp

iAI

🎯 保姆级深度学习从入门到放弃 🤪 🤪

Machine_Learning_Code_Implementation

Mathematical derivation and pure Python code implementation of machine learning algorithms.

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

minitorch

The full minitorch student suite.

nlp-tutorial-1

自然语言处理（NLP）教程，包括：词向量，词法分析，预训练语言模型，文本分类，文本语义匹配，信息抽取，翻译，对话。

openai-quickstart

A comprehensive guide to understanding and implementing large language models with hands-on examples using LangChain for GenAI applications.

openmlsys-zh

《机器学习系统：设计与实现》

OpenNMT-tf

Neural machine translation and sequence learning using TensorFlow

OSINT-Framework

OSINT Framework

PLOME

Source code for the paper "PLOME: Pre-training with Misspelled Knowledge for Chinese Spelling Correction" in ACL2021

pycorrector

pycorrector is a toolkit for text error correction. 文本纠错，Kenlm，Seq2Seq_Attention，BERT，MacBERT，ELECTRA，ERNIE，Transformer等模型实现，开箱即用。

python-tutorial

Python实用教程，包括：Python基础，Python高级特性，面向对象编程，多线程，数据库，数据科学，Flask，爬虫开发教程。

quick_sentence_transformers

scientific-visualization-book

An open access book on scientific visualization using python and matplotlib

stylegan3

Official PyTorch implementation of StyleGAN3

TaskMatrix

text_analysis_tools

中文文本分析工具包（包括- 文本分类 - 文本聚类 - 文本相似性 - 关键词抽取 - 关键短语抽取 - 情感分析 - 文本纠错 - 文本摘要 - 主题关键词-同义词、近义词-事件三元组抽取）

The-Kaggle-Book

Code Repository for The Kaggle Book, Published by Packt Publishing

TopicShare

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

watchlist

wrench

WRENCH: Weak supeRvision bENCHmark

WZU-machine-learning-course

温州大学《机器学习》课程资料（代码、课件等）