Zhaolong (Jerome) Yu's starred repositories
ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
qlib
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.
quant-trading
Python quantitative trading strategies including VIX Calculator, Pattern Recognition, Commodity Trading Advisor, Monte Carlo, Options Straddle, Shooting Star, London Breakout, Heikin-Ashi, Pair Trading, RSI, Bollinger Bands, Parabolic SAR, Dual Thrust, Awesome, MACD
finance-vix
CBOE Volatility Index (VIX) time-series dataset including daily open, close, high and low.
awesome-deep-trading
List of awesome resources for machine learning-based algorithmic trading
llvm-project
The LLVM Project is a collection of modular and reusable compiler and toolchain technologies.
Machine-Learning
机器学习原理
Zillow-Kaggle
Solution for Zillow’s Home Value Prediction Competition on Kaggle
Machine-learning-learning-notes
周志华《机器学习》又称西瓜书是一本较为全面的书籍,书中详细介绍了机器学习领域不同类型的算法(例如:监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等),记录了本人在学习过程中的理解思路与扩展知识点,希望对新人阅读西瓜书有所帮助!
DS-Take-Home
My solution to the book A Collection of Data Science Take-Home Challenges
powsimR
Power analysis is essential to optimize the design of RNA-seq experiments and to assess and compare the power to detect differentially expressed genes. PowsimR is a flexible tool to simulate and evaluate differential expression from bulk and especially single-cell RNA-seq data making it suitable for a priori and posterior power analyses.
recommenders
Best Practices on Recommendation Systems
DropoutUncertaintyExps
Experiments used in "Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning"
Clinical-Trial-Parser
Library for converting clinical trial eligibility criteria to a machine-readable format.
jupyterlab-variableInspector
Variable Inspector extension for Jupyterlab
awesome-network-analysis
A curated list of awesome network analysis resources.
KnowledgeBase
Source code used to develop the OHDSI knowledge base of sources with information relevant for assessing assocations between drugs and health outcomes of interest.
python-scraping
Code samples from the book Web Scraping with Python http://shop.oreilly.com/product/0636920034391.do
joint_align
Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework
UK_Biobank_GWAS
Overview of the data QC, code, and GWAS summary output from the 2017 UK Biobank data release