Adam Zhang's repositories
mutan-article-net
Implementation of Mutan+ArticleNet on OKVQA
Parallel-Decision-Tree-on-GPU
Course Project for Parallel Computing -- Parallel Decision Tree on GPU
backtesting.py
:mag_right: :chart_with_upwards_trend: :snake: :moneybag: Backtest trading strategies in Python.
recommenders
Best Practices on Recommendation Systems
fraud-detection
This Solution has won a Silver Medal for Kaggle Competition
Adam1679.github.io
Home Page
approx_flops
A script to calculate flops (mainly coming from matmul)
awesome-machine-learning-interpretability
A curated list of awesome machine learning interpretability resources.
awesome-RLHF
A curated list of reinforcement learning with human feedback resources (continually updated)
awesome-self-supervised-gnn
Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).
awesome-systematic-trading
A curated list of awesome libraries, packages, strategies, books, blogs, tutorials for systematic trading.
binance-public-data
Details on how to get Binance public data
CodeEvaluation
Used For Code Evaluation
intelligent-trading-bot
Intelligent Trading Bot: Automatically generating signals and trading based on machine learning and feature engineering
leetcode-screenshotter
screenshots leetcode editorials and problems
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
morethan-log
😎 A static blog using notion database
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
PredictNextPattern
Tokenize the Stock Price and then apply Generative LLM.
pytorch_sparse
PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations
spinningup
An educational resource to help anyone learn deep reinforcement learning.
vnpy_portfoliostrategy
VeighNa框架的投资组合策略模块
Web-Dev-For-Beginners
24 Lessons, 12 Weeks, Get Started as a Web Developer