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ai-learn

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

awesome-quant

A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)

backtrader

Python Backtesting library for trading strategies

barra_cne5

Provide risk forecasts by Barra China Equity Model

bilibili_member_crawler

B站用户爬虫 好耶~是爬虫

binance-trade-bot

Automated cryptocurrency trading bot

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

crypto_algo_trading

This quant framework applies algorithm trading in Crypto market. The trading pairs focus on spots, perpetuals, futures, and options in Deribit and BitMex.

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

delta_hedge

A rebalancing tool to delta-hedge an options portfolio on Deribit Exchange.

derbit-volatility-visulization

Visualization Tool for Deribit Options

deribit-api-clients

API clients for the Deribit API in various programming languages

deribit-api-python

Deribit API python client library https://www.deribit.com/docs/api/

dirbot

Scrapy project to scrape public web directories (educational) [DEPRECATED]

dirbot-mysql

Scrapy project based on dirbot to show how to use Twisted's adbapi to store the scraped data in MySQL.

ecommercecrawlers

实战🐍多种网站、电商数据爬虫🕷。包含🕸：淘宝商品、微信公众号、大众点评、企查查、招聘网站、闲鱼、阿里任务、博客园、微博、百度贴吧、豆瓣电影、包图网、全景网、豆瓣音乐、某省药监局、搜狐新闻、机器学习文本采集、fofa资产采集、汽车之家、国家统计局、百度关键词收录数、蜘蛛泛目录、今日头条、豆瓣影评、携程、小米应用商店、安居客、途家民宿❤️❤️❤️。微信爬虫展示项目:

examples

Example strategies

ml_notes

机器学习算法的公式推导以及numpy实现

multi-factor-gm-wind-joinquant

基于掘金+万得+聚宽的多因子策略开发框架

notes-linear-algebra

线性代数笔记

official

Wind官方发布的量化接口

okex-api-v5

option_tools

期权隐含波动率/历史波动率

portia

Visual scraping for Scrapy

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

python-mini-projects

A collection of simple python mini projects to enhance your python skills

pythoncrawler-scrapy-mysql-file-template

scrapy爬虫框架模板，将数据保存到Mysql数据库或者文件中。

quantconnect-trading-strategies

Forex & Equities Trading Strategies using Machine Learning, Deep Learning and Statistical Techniques

quantized_distillation

Implements quantized distillation. Code for our paper "Model compression via distillation and quantization"

quotesbot

This is a sample Scrapy project for educational purposes