Haoxuan Zou's starred repositories
CPlusPlusThings
C++那些事
speechbrain
A PyTorch-based Speech Toolkit
Financial-Models-Numerical-Methods
Collection of notebooks about quantitative finance, with interactive python code.
Data-science
Collection of useful data science topics along with articles, videos, and code
EconML
ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.
hftbacktest
A high-frequency trading and market-making backtesting tool in Python and Rust, which accounts for limit orders, queue positions, and latencies, utilizing full tick data for trades and order books, with real-world crypto market-making examples for Binance Futures
CrossSection
Code to accompany our paper Chen and Zimmermann (2020), "Open source cross-sectional asset pricing"
Deep-Learning-Specialization-Coursera
This repo contains the updated version of all the assignments/labs (done by me) of Deep Learning Specialization on Coursera by Andrew Ng. It includes building various deep learning models from scratch and implementing them for object detection, facial recognition, autonomous driving, neural machine translation, trigger word detection, etc.
EquityCharacteristics
Calculate U.S. equity (portfolio) characteristics
Flet-Custom-Controls
A collection of custom controls I made for use by flet devs.
Benchmark-2D
Benchmark for testing the performance of 2D graphics for libraries Pygame, Arcade, Raylib
Introduction-to-TensorFlow-for-Artificial-Intelligence-Machine-Learning-and-Deep-Learning
Course 4 of 4 in Tensor Flow Specialization by DeepLearning.ai