Jiaxing Liu's repositories
MIT_6.824_Spring2020_DistributedSystems
Labs for MIT 6.824 Spring 2020 Distributed Systems
annotated-transformer
An annotated implementation of the Transformer paper.
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.
awesome-courses
:books: List of awesome university courses for learning Computer Science!
betty
Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization
CryptocurrencyPapers
Interesting cryptocurrency papers
Deep-Reinforcement-Learning-Algorithms-with-PyTorch
PyTorch implementations of deep reinforcement learning algorithms and environments
DeepFaceLab
DeepFaceLab is the leading software for creating deepfakes.
denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
faceswap
Deepfakes Software For All
gdrl
Code to go along with the Grokking Deep Reinforcement Learning book
improved-diffusion
Release for Improved Denoising Diffusion Probabilistic Models
LSGM
The Official PyTorch Implementation of "LSGM: Score-based Generative Modeling in Latent Space" (NeurIPS 2021)
Mastering-Qt-5
Code repository for Mastering Qt 5 published by Packt
minimalRL
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
node
Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data
Prompt-Engineering-Guide
:octopus: Guides, papers, lecture, and resources for prompt engineering
pytorch_tabular
A standard framework for modelling Deep Learning Models for tabular data
PytorchGeometricTutorial
Pytorch Geometric Tutorials
PyTorchZeroToAll
Simple PyTorch Tutorials Zero to ALL!
score_sde_pytorch
PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
ServerlessWebCrawler
A Serverless Web Crawler built on AWS
stable-diffusion
A latent text-to-image diffusion model
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
tabnet
PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf
the-gan-zoo
A list of all named GANs!