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Sunny's Projects

howtocook icon howtocook

程序员在家做饭方法指南。Programmer's guide about how to cook at home (Chinese only).

hyperopt icon hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

informer2020 icon informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

intro_ds_wy_course icon intro_ds_wy_course

《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

lean icon lean

Lean Algorithmic Trading Engine by QuantConnect (C#, Python, F#)

leeml-notes icon leeml-notes

李宏毅《机器学习》笔记,在线阅读地址:https://datawhalechina.github.io/leeml-notes

lightgbm icon lightgbm

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.

lihang icon lihang

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]

lob icon lob

Benchmark Dataset of Limit Order Book in China Markets

lob_ml_testing_framework icon lob_ml_testing_framework

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

lstm_stock icon lstm_stock

基于LSTM的股票数据分析,数据来源于Tushare

lstnet icon lstnet

A Tensorflow / Keras implementation of "Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks" paper

lxgwwenkai icon lxgwwenkai

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-for-asset-managers icon machine-learning-for-asset-managers

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.

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