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100-days-of-ml-code

100-Days-Of-ML-Code中文版

2021-08

academic-kickstart

ai-expert-roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2022

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

alphalens

Performance analysis of predictive (alpha) stock factors

asset-pricing-code

automated-manual-comparison

Automated vs Manual Feature Engineering Comparison. Implemented using Featuretools.

backtest

backtrader

Python Backtesting library for trading strategies

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

fingpt

Data-Centric FinGPT. Open-source for open finance! Revolutionize 🔥 We'll soon release the trained model.

gprof2dot

Converts profiling output to a dot graph.

learning_records

lhdata

data access lib for lighthorse

machine-learning-1

TUM Machine Learning 2016 WS

machine-learning-code-writing

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

pyctp

CTP for Python

python-ctpapi

Python CTP API

python-glmnet

A python port of the glmnet package for fitting generalized linear models via penalized maximum likelihood.

qlib

Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies. An increasing number of SOTA Quant research works/papers are released in Qlib.

quantaxis

QUANTAXIS 支持任务调度 分布式部署的 股票/期货/期权 数据/回测/模拟/交易/可视化/多账户 纯本地量化解决方案

sql-generator

🔨 用 JSON 来生成结构化的 SQL 语句，基于 Vue3 + TypeScript + Vite + MonacoEditor 实现，项目简单（重逻辑轻页面）、适合练手~

statistical-learning-method_code

手写实现李航《统计学习方法》书中全部算法

stock

stock，股票系统。使用python进行开发。

study

team-learning-program

主要存储Datawhale组队学习中“编程、数据结构与算法”方向的资料。

tqdm

A Fast, Extensible Progress Bar for Python and CLI

trademaster

TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning :fire: :zap: :rainbow:

tuchart

Tuchart is a visualization interface for the Chinese stock market. Tuchart supports candlestick charts, price charts, tick data, high-frequency data and distribution of top shareholders for individual stocks. Tuchart是一个基于pyqt和echarts的股票视觉化应用。Tuchart 支持日／月线，分笔，高频数据，前十股东分笔的视觉化