Ray Sun's repositories
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Awesome-Asynchronous-Federated-Learning
Awesome Asynchronous Federated Learning
Awesome-Federated-Machine-Learning
Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
continuum
A clean and simple data loading library for Continual Learning
Dynamic-FL
This is all you need for a brand new but interesting topic -- dynamic federated learning, including research papers, datasets, tools, etc.
concept-graphs
Official code release for ConceptGraphs
Data_Centric_AI_IP_Protection
This is the repository that introduces research topics related to protecting intellectual property (IP) of AI from a data-centric perspective. Such topics include data-centric model IP protection, data authorization protection, data copyright protection, and any other data-level technologies that protect the IP of AI.
dvsa-driving-test-cancellation-finder
Find cancellation slots for UK (excl. NI) DVSA driving tests
Federated-Class-Continual-Learning
This is the code for "TARGET: Federated Class-Continual Learning via Exemplar-Free Distillation" (ICCV 2023)
FederatedGPT-Shepherd
Shepherd: A lightweight, foundational framework enabling federated instruction tuning for large language models
FedML
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, FEDML Nexus AI (https://nexus.fedml.ai) is the dedicated cloud service for next-gen AI
FL-bench
Benchmark of federated learning. Dedicated to the community. 🤗
GenSim
GenSim: Generating Robotic Simulation Tasks via Large Language Models
gill
🐟 Code and models for the NeurIPS 2023 paper "Generating Images with Multimodal Language Models".
gpt-researcher
GPT based autonomous agent that does online comprehensive research on any given topic
llm.c
LLM training in simple, raw C/CUDA
MetaGPT
🌟 The Multi-Agent Framework: Given one line Requirement, return PRD, Design, Tasks, Repo
numpy-ml
Machine learning, in numpy
Open-Sora-Plan
This project aim to reproducing Sora (Open AI T2V model), but we only have limited resource. We deeply wish the all open source community can contribute to this project.
pets-prize-challenge-runtime
Evaluation runtime for Phase 2 of the PETs Prize Challenge
pfl-research
Simulation framework for accelerating research in Private Federated Learning
RoboGen
A generative and self-guided robotic agent that endlessly propose and master new skills.
RVT
Official Code for RVT: Robotic View Transformer for 3D Object Manipulation
VoxPoser
VoxPoser: Composable 3D Value Maps for Robotic Manipulation with Language Models