Sunny's Projects
程序员在家做饭方法指南。Programmer's guide about how to cook at home (Chinese only).
A web-based dashboard for Deep Learning
Distributed Asynchronous Hyperparameter Optimization in Python
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
《精通数据科学:从线性回归到深度学习》视频课程的配套资料
fork huanghyw/jd_seckill
Pandas中文教程
聚宽单因子分析工具
Deep Learning for humans
北京知识图谱学习小组
东南大学《知识图谱》研究生课程
Lean Algorithmic Trading Engine by QuantConnect (C#, Python, F#)
利用python进行财务分析
李宏毅《机器学习》笔记,在线阅读地址:https://datawhalechina.github.io/leeml-notes
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]
致力于将李航博士《统计学习方法》一书中所有算法实现一遍
one for all free music in china (Windows, Mac, Linux desktop)
Framework for algorithmic trading
Benchmark Dataset of Limit Order Book in China Markets
This is a Machine Learning testing framework which takes in an input Limit Order Book and Message Book and outputs the classification error rates as well as the portfolio value over time
基于LSTM的股票数据分析,数据来源于Tushare
A Tensorflow / Keras implementation of "Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks" paper
An open-source Chinese font derived from Fontworks' Klee One. 一款基于 FONTWORKS 出品字体 Klee One 改造的开源中文字体。
Machine Learning and Reinforcement Learning in Finance New York University Tandon School of Engineering
Machine Learning for Algorithmic Trading, Second Edition - published by Packt
Implementation of code snippets, exercises and application to live data from Machine Learning for Asset Managers (Elements in Quantitative Finance) written by Prof. Marcos López de Prado.
A complete daily plan for studying to become a machine learning engineer.
Udacity - Machine Learning for Trading