Zikang Zhou's repositories
dynamic-graph-papers
动态图表示论文汇总
argoverse-api
Official GitHub repository for Argoverse dataset
vision-based-prediction
Deep Learning for Vision-based Prediction
annotated_latex_equations
Examples of how to create colorful, annotated equations in Latex using Tikz.
awesome-equivariant-network
Paper list for equivariant neural network
awesome-graph-self-supervised-learning
Awesome Graph Self-Supervised Learning
awesome-self-supervised-gnn
Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).
deep-vector-quantization
VQVAEs, GumbelSoftmaxes and friends
disentangling-vae
Experiments for understanding disentanglement in VAE latent representations
Deep-learning-books
Books for machine learning, deep learning, math, NLP, CV, RL, etc. 一些机器学习、深度学习等相关话题的书籍。
Hydra
Multi-Task Learning Framework on PyTorch. State-of-the-art methods are implemented to effectively train models on multiple tasks.
minGPT
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
mseg-semantic
An Official Repo of CVPR '20 "MSeg: A Composite Dataset for Multi-Domain Segmentation"
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
vector-quantize-pytorch
Vector Quantization, in Pytorch
VectorQuantizedVAE
A PyTorch implementation of "Continuous Relaxation Training of Discrete Latent Variable Image Models"