wxiao0421

onlineRPCA

Online Robust Principal Component Analysis

onlineNPCORR

Batch and online algorithms for nonparametric correlations such as Spearman's rank correlation and Kendall's tau correlation

onlineRPCA-matlab

Online Robust Principal Analysis - matlab version

selectTVCOX

Structure selection in time-varying coefficient Cox model

ConvexLAR

Matlab toolbox to calculate least angle regression (LAR) for general convex loss funtions

robustA-learning

wxiao0421.github.io

Build a Jekyll blog in minutes, without touching the command line.

adventures-in-ml-code

This repository holds all the code for the site http://www.adventuresinmachinelearning.com

AI-Paper-Readings

Machine learning, deep learning, statistics papers reading

annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

cs224n-winter-2017

All lecture notes, slides and assignments from CS224n: Natural Language Processing with Deep Learning class by Stanford

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deep-learning-keras-tensorflow

Introduction to Deep Neural Networks with Keras and Tensorflow

Deep-LearningAI

🇦🇮 Deep Learning AI course on Coursera (Andrew Ng)

Hua-Zhou.github.io

Hua Zhou's personal webpage

jekyll

:globe_with_meridians: Jekyll is a blog-aware, static site generator in Ruby

kaggle

source code for kaggle competition

kaggle-web-traffic

1st place solution

kaggle_new_york_city_taxi_fare_prediction

ReProCS

MATLAB implementation of ReProCS algorithm.