Yicheng Liu's starred repositories

996.ICU

Repo for counting stars and contributing. Press F to pay respect to glorious developers.

License:NOASSERTIONStargazers:269624Issues:4222Issues:0

The-Art-of-Linear-Algebra

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"

Language:PostScriptLicense:CC0-1.0Stargazers:17236Issues:145Issues:14

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

Language:PythonLicense:MITStargazers:4260Issues:63Issues:93

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

Language:PythonLicense:GPL-3.0Stargazers:2703Issues:45Issues:841

waymo-open-dataset

Waymo Open Dataset

Language:PythonLicense:NOASSERTIONStargazers:2645Issues:72Issues:811

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)

Language:PythonLicense:MITStargazers:2099Issues:84Issues:97

uncertainty-baselines

High-quality implementations of standard and SOTA methods on a variety of tasks.

Language:PythonLicense:Apache-2.0Stargazers:1419Issues:21Issues:89

NeuralRecon-W

Code for "Neural 3D Reconstruction in the Wild", SIGGRAPH 2022 (Conference Proceedings)

Language:PythonLicense:Apache-2.0Stargazers:689Issues:52Issues:47

world-models

Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch

Language:PythonLicense:MITStargazers:556Issues:13Issues:35
Language:PythonLicense:NOASSERTIONStargazers:544Issues:23Issues:50

VectorMapNet_code

This is the official code base of VectorMapNet (ICML 2023)

Language:PythonLicense:GPL-3.0Stargazers:397Issues:29Issues:48

Awesome-Image-Matting

:notebook: A curated list of deep learning image matting papers and codes

License:MITStargazers:391Issues:22Issues:0

mmTransformer

[CVPR 2021] "Multimodal Motion Prediction with Stacked Transformers": official code implementation and project page.

Language:PythonLicense:Apache-2.0Stargazers:343Issues:23Issues:22

chamferdist

Pytorch package to compute Chamfer distance between point sets (pointclouds).

Language:CudaLicense:NOASSERTIONStargazers:289Issues:7Issues:21
Language:Jupyter NotebookLicense:MITStargazers:192Issues:9Issues:2

k-means-constrained

K-Means clustering - constrained with minimum and maximum cluster size. Documentation: https://joshlk.github.io/k-means-constrained

Language:Jupyter NotebookLicense:BSD-3-ClauseStargazers:185Issues:6Issues:45

ngsim_env

Learning human driver models from NGSIM data with imitation learning.

Language:Jupyter NotebookLicense:MITStargazers:173Issues:12Issues:30

3D-aware-Gen

[CSUR 2023] A Survey on Deep Generative 3D-aware Image Synthesis

Language:HTMLLicense:MITStargazers:155Issues:12Issues:0

DFM

Implementation of "Diffusion with Forward Models: Solving Stochastic Inverse Problems Without Direct Supervision"

retro-contest-sonic

World Models applied to the Open AI Sonic Retro Contest

pt_mesh_renderer

A PyTorch implementation for the "Mesh Renderer"

Language:PythonLicense:Apache-2.0Stargazers:75Issues:3Issues:7

vectormapnet

VectorMapNet: End-to-end Vectorized HD map learning

concavehull

build concave hull from points

Language:PythonStargazers:49Issues:5Issues:0

Argoverse-Data-Preprocess

Data preprocessing tool for Argoverse Motion Forecasting Benchmark

mmTransformer

CVPR 2021 PAPER!!!!! "Multimodal Motion Prediction with Stacked Transformers"