Haotian Sun's repositories
3D-Machine-Learning
A resource repository for 3D machine learning
3D-printed-mirror-array
3D-printable hexagonal mirror array capable of reflecting sunlight into arbitrary patterns
_Forked_pytorch-book
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation
_Forked_SwiftUI-Guide
SwiftUI practices guidebook, written for humans.
Curb-GAN
The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"
deep-learning-uncertainty
Literature survey, paper reviews, experimental setups and a collection of implementations for baselines methods for predictive uncertainty estimation in deep learning models.
Embodied_AI_Project
Learning How to Act from Watching First-Person Videos
GDSS
Official Code Repository for the paper "Score-based Generative Modeling of Graphs via the System of Stochastic Differential Equations" (ICML 2022)
GRAN
Efficient Graph Generation with Graph Recurrent Attention Networks, Deep Generative Model of Graphs, Graph Neural Networks, NeurIPS 2019
Graph-Matching-Networks
PyTorch implementation of Graph Matching Networks for Learning the Similarity of Graph Structured Objects (ICML 2019).
habitat-sim
A flexible, high-performance 3D simulator for Embodied AI research.
hidio
Github repo for HIDIO: Hierarchical Reinforcement Learning by Discovering Intrinsic Options
HiTS
Code for the paper: Hierarchical Reinforcement Learning With Timed Subgoals, published at NeurIPS 2021
instant-ngp
Instant neural graphics primitives: lightning fast NeRF and more
Instant-ngp-1
colab version
Lhy_Machine_Learning
李宏毅2021春季机器学习课程课件及作业
machin
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
NeRF_Notebooks
Colab Notebooks for using Instant-NGP with View Control
pytorch-hdqn
Hierarchical-DQN in pytorch (not actively maintained)
RL-Adventure
Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL
RL-Adventure-2
PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay
Vibrato
Vibrato, a prototypical ios app, can be one possible solution to the vibration detection problem.
yangxx_ML
This is yangxx's repo for machine learning