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ai-expert-roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2020

attention-module

Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"

awesome-algorithm-interview

算法工程师(人工智能CV方向)面试问题及相关资料

awesome-sentence-embedding

A curated list of pretrained sentence and word embedding models

barra

Replicate Barra model in China A share market

barra_cne5

Provide risk forecasts by Barra China Equity Model

captum

Model interpretability and understanding for PyTorch

ccxt

A JavaScript / Python / PHP cryptocurrency trading API with support for more than 120 bitcoin/altcoin exchanges

chinesetextanalysisresouce

中文文本分析相关资源汇总

ctp-tradeserver

多账户-多策略期货交易程序（ctp开发经验分享）

da-rnn

deep-symbolic-regression

Source code for deep symbolic regression.

deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

demand_forecast

fasthan

fastHan是基于fastNLP与pytorch实现的中文自然语言处理工具，像spacy一样调用方便。

fastnlp

fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.

finbert-1

finrl-library

A Deep Reinforcement Learning Library for Automated Trading in Quantitative Finance. NeurIPS 2020. Please star.

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

gluon-ts

Probabilistic time series modeling in Python

interview_python

关于Python的面试题

just-code

Just Code ! 针对面试训练算法题， 目前包括字节跳动面试题、 LeetCode 和剑指 offer ，持续扩容中 :star:

lightmatchingengine

A very light matching engine in Python.

limit-order-book

Fast, Multi threaded and Efficient Trade Matching Engine

lit

The Language Interpretability Tool: Interactively analyze NLP models for model understanding in an extensible and framework agnostic interface.

newspaper

News, full-text, and article metadata extraction in Python 3. Advanced docs:

nni

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

numpy-ml

Machine learning, in numpy

pfrl

PFRL: a PyTorch-based deep reinforcement learning library

pyqstrat

A fast, extensible, transparent python library for backtesting quantitative strategies.