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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

absa_poc_pipeline

A GPT-3-based proof-of-concept Aspect-Based Sentiment Analysis pipeline

adaplanner

AdaPlanner: Language Models for Decision Making via Adaptive Planning from Feedback

alf

Agent Learning Framework https://alf.readthedocs.io

alpaca_farm

A simulation framework for RLHF and alternatives. Develop your RLHF method without collecting human data.

awesome-graph-generation

awesome-llm-uncertainty-reliability-robustness

Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models

bbox-adapter

Lightweight Adapting for Black-Box Large Language Models

bbox-adapter-page

cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

corl

High-quality single-file implementations of SOTA Offline RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC

cse6140-fall-2022-project-minimum-vertex-cover

CSE6140 Fall 2022 Project: Minimum Vertex Cover

curb-gan

The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被60个国家的400所大学用于教学。

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.

dig

A library for graph deep learning research

elegantrl

Cloud-native Deep Reinforcement Learning. 🔥

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

homework_fall2022

Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2022)

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

lihang-code

《统计学习方法》的代码实现