Zixi Liu's repositories
Fraud-Detection-Papers
Learning Fraud Detection from research papers and industry applications.
Graphical-Neural-Network
CS224W: Graph Embedding, GNNs, Recommendation Systems, and applications.
Risk-Commodities-Detection-GNN
ICDM 2022 : Risk Commodities Detection on Large-Scale E-commerce Graphs
Transformers-Learning
Stanford CS25 - Transformer United and CS224n learning notes and code dump.
ML-System-Design
Learning notes and code from CS 329S: Machine Learning Systems Design series.
Sentiment-Analysis-LSTM
Implementation of Long short-term memory (LSTM) architecture for sentiment analysis on IMDB Movie Review.
algo
数据结构和算法必知必会的50个代码实现
Algorithms-CPP-Learning
Learning notes and code from System Design and Algorithms lecture series.
Subgraph-Sampling-Toolbox
A subgraph sampling toolbox using PyG and OGBN - products to practice graph partitioning for model train/validation/test split.
Awesome-Rust-MachineLearning
This repository is a list of machine learning libraries written in Rust. It's a compilation of GitHub repositories, blogs, books, movies, discussions, papers, etc. 🦀
Back-End-Stuff
Learning notes on back-end developer classes.
cs-cmu-deeplearning
Lecture notes and implementations of CMU CS 11-785 Introduction to Deep Learning.
CS221-ai-principles
Specific topics include machine learning, search, game playing, Markov decision processes, constraint satisfaction, graphical models, and logic.
datasets
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
fastText
Library for fast text representation and classification.
focal_loss_torch
Simple pytorch implementation of focal loss
Graph-AI-Compiler
Project from Google Research - Predict how fast an AI model runs
graph-fraud-detection-papers
A curated list of fraud detection papers using graph information or graph neural networks
Mathematics-of-Deep-Learning
A curated list of awesome learning resources for mathematics foundations for building deep learning frameworks.
OO-Neural-Networks
Understanding Pytorch's backend codebase in C/C++.
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
RecSys
Implementation of a deep learning recommender system with the MovieLens data.
tensorflow
An Open Source Machine Learning Framework for Everyone
Unity-Starter
Learning notes on Unity game making.