bolei-zhang

bolei-zhang's Stars

• Wang-ML-Lab/llm-continual-learning-survey

  Continual Learning of Large Language Models: A Comprehensive Survey

  14611

• pyg-team/pytorch_geometric

  Graph Neural Network Library for PyTorch

  Language:Python20.5k3.6k

• rail-berkeley/rlkit

  Collection of reinforcement learning algorithms

  Language:Python2.4k547

• Toni-SM/skrl

  Modular reinforcement learning library (on PyTorch and JAX) with support for NVIDIA Isaac Gym, Omniverse Isaac Gym and Isaac Lab

  Language:Python43643

• Roestlab/massformer

  Tandem Mass Spectrum Prediction with Graph Transformers

  Language:Python5520

• amazon-science/replay-based-recurrent-rl

  Code for "Task-Agnostic Continual RL: In Praise of a Simple Baseline"

  Language:Python306

• szxiangjn/world-model-for-language-model

  Language:Python973

• CarperAI/trlx

  A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

  Language:Python4.4k466

• luchris429/purejaxrl

  Really Fast End-to-End Jax RL Implementations

  Language:Python61452

• CraftJarvis/MC-Controller

  Implementation of "Open-World Multi-Task Control Through Goal-Aware Representation Learning and Adaptive Horizon Prediction"

  Language:Python411

• CraftJarvis/JARVIS-1

  JARVIS-1: Open-world Multi-task Agents with Memory-Augmented Multimodal Language Models

  Language:Java32014

• NishanthVAnand/prediction-and-control-in-continual-reinforcement-learning

  Code to reproduce results from the paper: Prediction and Control in Continual Reinforcement Learning, NeurIPS 2023.

  Language:Python5

• sayantanauddy/clfd

  Code for the paper Continual Learning from Demonstration of Robotic Skills

  Language:Jupyter Notebook282

• AGI-Labs/continual_rl

  Continual reinforcement learning baselines: experiment specifications, implementation of existing methods, and common metrics. Easily extensible to new methods.

  Language:Python9911

• UMass-Foundation-Model/Co-LLM-Agents

  Source codes for the paper "Building Cooperative Embodied Agents Modularly with Large Language Models"

  Language:Python18726

• geekan/MetaGPT

  🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming

  Language:Python41.3k4.9k

• DuaneNielsen/DeepInfomaxPytorch

  Learning deep representations by mutual information estimation and maximization

  Language:Python31647

• Kaixhin/PlaNet

  Deep Planning Network: Control from pixels by latent planning with learned dynamics

  Language:Python35559

• princeton-nlp/SimCSE

  [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821

  Language:Python3.3k499

• BDBC-KG-NLP/MixCSE_AAAI2022

  Code for AAAI 2022 paper Unsupervised Sentence Representation via Contrastive Learning with Mixing Negatives

  Language:Python214

• microsoft/Distilled-Sentence-Embedding

  Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding (AAAI 2020) - PyTorch Implementation

  Language:Python309

• emadeldeen24/TS-TCC

  [IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"

  Language:Python33496

• blafabregue/TimeSeriesDeepClustering

  This is the code corresponding to the experiments conducted for the work "End-to-end deep representation learning for time series clustering: a comparative study" (Baptiste Lafabregue, Jonathan Weber, Pierre Gançarki & Germain Forestier)

  Language:Python387

• mckinsey/causalnex

  A Python library that helps data scientists to infer causation rather than observing correlation.

  Language:Python2.2k255

• llazzaro/django-scheduler

  A calendaring app for Django.

  Language:Python1.3k390

• mbchang/decentralized-rl

  Decentralized Reinforcment Learning: Global Decision-Making via Local Economic Transactions (ICML 2020)

  Language:Python433

• minqi/wordcraft

  An environment for benchmarking commonsense agents

  Language:Python287

• joonspk-research/generative_agents

  Generative Agents: Interactive Simulacra of Human Behavior

  15.7k2k

• HobbitLong/SupContrast

  PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

  Language:Python3k524

• huggingface/trl

  Train transformer language models with reinforcement learning.

  Language:Python8.6k1.1k