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akshare

AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库

anti-fraud

反欺诈数据处理方法

awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

bert-chinese-text-classification-pytorch

使用Bert，ERNIE，进行中文文本分类

bert_chinese_pytorch

bert for chinese text classification

catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

category_encoders

A library of sklearn compatible categorical variable encoders

chinese-text-classification-pytorch

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。

chinese-word-vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

data-science-notes

数据科学的笔记以及资料搜集

deep-learning-with-pytorch-chinese

本仓库将PyTorch官方书籍《Deep learning with PyTorch》（基本摘录版）翻译成中文版并给出可运行的相关代码。

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearning-models

A collection of various deep learning architectures, models, and tips

deepspeech.pytorch

Speech Recognition using DeepSpeech2.

fasttext

Library for fast text representation and classification.

feature-engineering-handbook

A practical feature engineering handbook

imbalanced-learn

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

imylu

Pure Python implementation of machine learning algorithms

introduction-nlp

HanLP作者的新书《自然语言处理入门》详细笔记！业界良心之作，书中不是枯燥无味的公式罗列，而是用白话阐述的通俗易懂的算法模型。从基本概念出发，逐步介绍中文分词、词性标注、命名实体识别、信息抽取、文本聚类、文本分类、句法分析这几个热门问题的算法原理与工程实现。

lessonpythoncode

LessonPythonCode

machine-learning-learning-notes

周志华《机器学习》又称西瓜书是一本较为全面的书籍，书中详细介绍了机器学习领域不同类型的算法(例如：监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等)，记录了本人在学习过程中的理解思路与扩展知识点，希望对新人阅读西瓜书有所帮助！

mql5

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlp-tutorials

Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

paddlenlp

NLP Core Library and Model Zoo based on PaddlePaddle 2.0

paper_causalinference_abtest

因果推理&AB实验相关论文小书库

pytorch-tutorial

Build your neural network easy and fast, 莫烦Python中文教学

scikit-learn-contrib

scikit-learn compatible projects

spacy-models

💫 Models for the spaCy Natural Language Processing (NLP) library