Yicheng Liu's starred repositories
The-Art-of-Linear-Algebra
Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"
awesome-multimodal-ml
Reading list for research topics in multimodal machine learning
latent-consistency-model
Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference
Awesome-Video-Diffusion
A curated list of recent diffusion models for video generation, editing, restoration, understanding, etc.
BlenderProc
A procedural Blender pipeline for photorealistic training image generation
waymo-open-dataset
Waymo Open Dataset
Awesome-Quant-Machine-Learning-Trading
Quant/Algorithm trading resources with an emphasis on Machine Learning
gym-anytrading
The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)
uncertainty-baselines
High-quality implementations of standard and SOTA methods on a variety of tasks.
NeuralRecon-W
Code for "Neural 3D Reconstruction in the Wild", SIGGRAPH 2022 (Conference Proceedings)
world-models
Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch
VectorMapNet_code
This is the official code base of VectorMapNet (ICML 2023)
Awesome-Image-Matting
:notebook: A curated list of deep learning image matting papers and codes
mmTransformer
[CVPR 2021] "Multimodal Motion Prediction with Stacked Transformers": official code implementation and project page.
chamferdist
Pytorch package to compute Chamfer distance between point sets (pointclouds).
k-means-constrained
K-Means clustering - constrained with minimum and maximum cluster size. Documentation: https://joshlk.github.io/k-means-constrained
3D-aware-Gen
[CSUR 2023] A Survey on Deep Generative 3D-aware Image Synthesis
retro-contest-sonic
World Models applied to the Open AI Sonic Retro Contest
pt_mesh_renderer
A PyTorch implementation for the "Mesh Renderer"
vectormapnet
VectorMapNet: End-to-end Vectorized HD map learning
concavehull
build concave hull from points
Argoverse-Data-Preprocess
Data preprocessing tool for Argoverse Motion Forecasting Benchmark
mmTransformer
CVPR 2021 PAPER!!!!! "Multimodal Motion Prediction with Stacked Transformers"