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Siyang Liu's Projects

advancedml icon advancedml

Reading list for the Advanced Machine Learning Course

ai-economist icon ai-economist

Foundation is a flexible, modular, and composable framework to model socio-economic behaviors and dynamics with both agents and governments. This framework can be used in conjunction with reinforcement learning to learn optimal economic policies, as done by the AI Economist (https://www.einstein.ai/the-ai-economist).

aialpha icon aialpha

Use unsupervised and supervised learning to predict stocks

ailearning icon ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

aioquant icon aioquant

Asynchronous event I/O driven quantitative trading framework.

akshare icon 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

alphahunter icon alphahunter

异步事件驱动/量化交易/做市系统/策略研究/策略回测

alphanetv3 icon alphanetv3

Recurrent Neural Network for predicting Stock Returns

alphasickle icon alphasickle

多因子指数增强策略/多因子全流程实现

amazing-feature-engineering icon amazing-feature-engineering

Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.

awesome-quant icon awesome-quant

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

axorderbook icon axorderbook

A股订单簿工具,使用逐笔行情进行订单簿重建、千档快照发布、各档委托队列展示等,包括python模型和FPGA HLS实现。

backtrader icon backtrader

Python Backtesting library for trading strategies

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