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100-nlp-papers

100 Must-Read NLP Papers

18.06-linalg-notes

MIT-18.06-线性代数-完整笔记

a-pytorch-tutorial-to-text-classification

Hierarchical Attention Networks | a PyTorch Tutorial to Text Classification

ai_quant_trade

股票AI操盘手：从学习、模拟到实盘，一站式平台。包含股票知识、策略实例、因子挖掘、传统策略、机器学习、深度学习、强化学习、图网络、高频交易、C++部署和聚宽实例代码等，可以方便学习、模拟及实盘交易

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

aktools

AKTools is an elegant and simple HTTP API library for AKShare, built for AKSharers!

algorithmic-trading-with-python

Source code for Algorithmic Trading with Python (2020) by Chris Conlan

alphafold

Open source code for AlphaFold.

alphapy

Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost

alphas

alpha101, alpha191, alphalens, backtrader, 量化研究

angular-projects-second-edition

Angular Projects - Second Edition, published by Packt

anintroductiontodeeplearning

Code and accompanying data used in my book "An Introduction to Deep Learning"

annotated-transformer

An annotated implementation of the Transformer paper.

annotated_research_papers

This repo contains annotated research papers that I found really good and useful

appelpy

Applied Econometrics Library for Python

arbitragelab

ArbitrageLab is a python library that enables traders who want to exploit mean-reverting portfolios by providing a complete set of algorithms from the best academic journals.

archive-program

The GitHub Archive Program & Arctic Code Vault

ashare

股票行情实时数据接口-A股,完全免费的沪深证券股票数据-**股市,python最简封装的API接口,包含日线,历史K线,分时线,分钟线,全部实时采集，系统包括新浪腾讯双数据核心采集获取，自动故障切换，STOCK数据格式成DataFrame格式,可用来查询研究量化分析，股票程序自动化交易系统.为量化研究者在数据获取方面极大地减轻工作量，更加专注于策略和模型的研究与实现。

attention_is_all_you_need

Transformer of "Attention Is All You Need" (Vaswani et al. 2017) by Chainer.

attentiondeepmil

Implementation of Attention-based Deep Multiple Instance Learning in PyTorch

autoner

Learning Named Entity Tagger from Domain-Specific Dictionary

autonomousvehiclepaper

无人驾驶相关论文速递

autophrase

AutoPhrase: Automated Phrase Mining from Massive Text Corpora

awesome-agriculture

Open source technology for agriculture, farming, and gardening

awesome-ehr-deeplearning

Curated list of awesome papers for electronic health records(EHR) mining, machine learning, and deep learning.

awesome-ensemble-learning

Ensemble learning related books, papers, videos, and toolboxes

awesome-gans

Awesome Generative Adversarial Networks with tensorflow

awesome-gpt3

awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

awesome-mlops

A curated list of references for MLOps