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XiaoranCao's starred repositories

LLMs-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

Language:Jupyter NotebookNOASSERTION21677 250 53

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

Language:PythonMIT18028 445 2128

Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.

Language:PythonMIT14582 290 889

pykan

Kolmogorov Arnold Networks

Language:Jupyter NotebookMIT13686 113 246

tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

Language:PythonLGPL-3.09583 287 918

FinRL

FinRL: Financial Reinforcement Learning. 🔥

Language:Jupyter NotebookMIT9393 198 705

easytrader

提供同花顺客户端/国金/华泰客户端/雪球的基金、股票自动程序化交易以及自动打新，支持跟踪 joinquant /ricequant 模拟交易和实盘雪球组合, 量化交易组件

Language:PythonMIT7769 574 318

Qbot

[🔥updating ...] AI 自动量化交易机器人 AI-powered Quantitative Investment Research Platform. 📃 online docs: https://ufund-me.github.io/Qbot ✨ :news: qbot-mini: https://github.com/Charmve/iQuant

Language:Jupyter NotebookMIT6539 83 74

Time-Series-Library

A Library for Advanced Deep Time Series Models.

Language:PythonMIT5106 58 402

awesome-LLMs-In-China

**大模型

Apache-2.04825 102 24

tf-quant-finance

High-performance TensorFlow library for quantitative finance.

Language:PythonApache-2.04369 167 54

easyquotation

实时获取新浪 / 腾讯的免费股票行情 / 集思路的分级基金行情

Language:PythonMIT4191 277 94

awesome-systematic-trading

A curated list of awesome libraries, packages, strategies, books, blogs, tutorials for systematic trading.

Language:Python3274 88 2

alphalens

Performance analysis of predictive (alpha) stock factors

Language:Jupyter NotebookApache-2.03178 167 191

QuantsPlaybook

量化研究-券商金工研报复现

Language:Jupyter Notebook2377 74 4

time-series-transformers-review

A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.

MIT2255 57 1

openctp

openctp提供中泰证券XTP、华鑫证券奇点TORA、东方证券OST、东方财富证券EMT、盈透证券TWS等各通道的CTPAPI兼容接口，CTP程序可以无缝对接各股票柜台。openctp也提供了一套基于TTS交易系统的模拟环境，同样提供了CTPAPI兼容接口，不仅支持国内期货与期权全品种，也支持A股股票、基金、债券以及股票期权模拟交易，可以替代Simnow，为CTP量化交易开发者提供7x24可用的模拟环境。

Language:CBSD-3-Clause1928 50 27

deep_trader

This project uses reinforcement learning on stock market and agent tries to learn trading. The goal is to check if the agent can learn to read tape. The project is dedicated to hero in life great Jesse Livermore.

Language:Python1451 173 17

awesome-AI-for-time-series-papers

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

MIT1089 49 2

OpenFE

OpenFE: automated feature generation with expert-level performance

Language:PythonMIT702 8 48

Temporal_Relational_Stock_Ranking

Code for paper "Temporal Relational Ranking for Stock Prediction"

Language:PythonAGPL-3.0426 12 24

investment_data

Scripts and doc for https://www.dolthub.com/repositories/chenditc/investment_data

Language:Python232 6 37

qlib-server

Qlib-Server is the data server system for Qlib. It enable Qlib to run in online mode. Under online mode, the data will be deployed as a shared data service. The data and their cache will be shared by all the clients. The data retrieval performance is expected to be improved due to a higher rate of cache hits. It will consume less disk space, too.

Language:PythonMIT225 16 7

World_Quant_Alphas

World Quant 101 alphas的计算和策略化

Language:Python213 10 5

huatai-finengi-report

:books: 华泰金工研究报告

109 30

action-branching-agents

(AAAI 2018) Action Branching Architectures for Deep Reinforcement Learning

Language:PythonMIT108 10 8

realtime-forex-crypto-stock-tick-finance-websocket-api

Real-time financial market data API, real-time forex data API, real-time stock data API, real-time cryptocurrency data API, real-time commodity data API service,real-time tick data,tick-by-tick quotes,data access solutions,real-time market quotes api,实时金融市场数据API,实时外汇数据API,实时股票数据API,实时加密货币数据API,实时商品数据API服务, 实时Tick数据, 逐笔报价, 数据接入解决方案,实时行情报价api

Language:Python89 30

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