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Ai Research

61 projects

Showing 25 of 61 projects

d3rlpy
d3rlpyPython

A Python library for offline deep reinforcement learning with support for state-of-the-art algorithms and user-friendly APIs.

#robotics#offline-reinforcement-learning#python-library
Stars1.7k
Forks269
Last commit1 year ago
SKRL
SKRLPython

A modular Python library for Reinforcement Learning with support for PyTorch, JAX, NVIDIA Warp, and multiple environment interfaces.

#robotics#gymnasium#jax
Stars1.1k
Forks159
Last commit2 days ago
Molecular design
Molecular design

A curated collection of research papers on molecular and material design using generative AI and deep learning techniques.

#deep-generative-models#deep-learning#molecular-design
Stars951
Forks119
Last commit3 days ago
Awesome Deep Learning for Video Analysis
Awesome Deep Learning for Video Analysis

A curated collection of papers, code, and datasets for deep learning and multimodal learning in video analysis.

#video-retrieval#research-papers#deep-learning
Stars849
Forks174
Last commit5 years ago
Question Answering
Question Answering

A curated list of resources for Question Answering (QA), covering machine learning, deep learning, datasets, and research.

#squad#nlp-resources#information-retrieval
Stars771
Forks104
Last commit4 years ago
Awesome Monte Carlo Tree Search
Awesome Monte Carlo Tree SearchPython

A curated collection of Monte Carlo tree search research papers with implementations from top AI conferences.

#game-ai#deep-learning#monte-carlo-tree-search
Stars716
Forks77
Last commit
ProGen2
ProGen2Python

Open-source language models and tools for protein engineering and design using AI.

#biotechnology#language-model#protein
Stars707
Forks139
Last commit4 months ago
Reproducing the results of "Playing Atari with Deep Reinforcement Learning" by DeepMind
Reproducing the results of "Playing Atari with Deep Reinforcement Learning" by DeepMindC++

An open-source implementation reproducing DeepMind's Atari-playing deep reinforcement learning system from their seminal 2013 paper.

#neural-networks#gpu-computing#deep-reinforcement-learning
Stars665
Forks202
Last commit
gym-carla
gym-carlaPython

An OpenAI Gym environment wrapper for the CARLA autonomous driving simulator, enabling reinforcement learning research.

#robotics#autonomous-driving#carla-simulator
Stars617
Forks120
Last commit4 years ago
StarData
StarDataPython

A large-scale StarCraft: Brood War replay dataset for AI research, containing 65,646 games with frame and action data.

#game-ai#starcraft-ai#torchcraft
Stars576
Forks74
Last commit5 years ago
PaperRobot: Incremental Draft Generation of Scientific Ideas
PaperRobot: Incremental Draft Generation of Scientific IdeasPython

An AI system that incrementally generates scientific paper drafts by predicting links between concepts and generating text sections.

#computational-linguistics#knowledge-graphs#paper-generation
Stars479
Forks128
Last commit
PathML
PathMLPython

An open-source toolkit for scalable, standardized computational pathology analysis, enabling AI and machine learning on large imaging datasets.

#image-analysis#microscopy#whole-slide-image
Stars465
Forks87
Last commit2 months ago
AGI & CoCoSci
AGI & CoCoSciTeX

A curated collection of resources for Artificial General Intelligence and Computational Cognitive Sciences, covering papers, tools, and researchers.

#pragmatics#paper-curation#developmental-psychology
Stars397
Forks29
Last commit
CapsNet-Visualization
CapsNet-VisualizationPython

Interactive visualization tool for understanding Capsule Network (CapsNet) layers and their internal workings.

#ai#capsnet#educational
Stars394
Forks90
Last commit5 years ago
microRTS
microRTSJava

A simple, deterministic real-time strategy game environment designed for AI and reinforcement learning research.

#deterministic-simulation#monte-carlo-tree-search#ai-competition
Stars364
Forks137
Last commit1 year ago
Awesome AI-based Protein Design
Awesome AI-based Protein Design

A curated collection of research papers tracking the frontier of AI-based protein design methods and applications.

#biotechnology#protein-structure#research-papers
Stars319
Forks20
Last commit2 years ago
FedJAX
FedJAXPython

A JAX-based library for federated learning simulations that emphasizes ease-of-use in research.

#federated-learning#simulation#jax
Stars272
Forks41
Last commit13 days ago
Ankh
AnkhPython

Ankh is a state-of-the-art protein language model for general-purpose protein modeling and engineering tasks.

#transformer-model#deep-learning#computational-biology
Stars250
Forks22
Last commit1 year ago
awesome-small-molecule-ml
awesome-small-molecule-ml

A curated collection of papers, datasets, tools, and resources for applying machine learning to small-molecule drug discovery.

#cheminformatics#open-science#awesome-list
Stars245
Forks30
Last commit2 years ago
polyworld
polyworldC++

An artificial life simulation system that evolves neural networks for artificial intelligence research.

#scientific-computing#artificial-life#genetic-algorithms
Stars214
Forks37
Last commit1 year ago
ChatDrug
ChatDrugPython

A conversational AI framework for editing small molecules, peptides, and proteins using retrieval-augmented generation and domain feedback.

#peptide-design#drug#molecule
Stars163
Forks10
Last commit2 years ago
Awesome Generative Modeling
Awesome Generative Modeling

A curated archive of research papers and resources on generative modeling, covering GANs, image synthesis, 3D generation, and applications.

#research-papers#deep-learning#neural-networks
Stars157
Forks13
Last commit5 years ago
monkeys
monkeysPython

A strongly-typed genetic programming framework for Python that makes evolutionary algorithms accessible and fun.

#ai#ipynb#metaprogramming
Stars123
Forks14
Last commit8 years ago
llama.cl
llama.clPython

A Common Lisp implementation for Llama inference operations, enabling LLM experimentation and integration with symbolic AI systems.

#neural-networks#llm-inference#ai-research
Stars66
Forks3
Last commit11 months ago
Intuitive Physics Reading List
Intuitive Physics Reading List

A curated reading list spanning cognitive and computational studies of intuitive physics, serving as a startup library for beginners.

#literature-review#intuitive-physics#computational-modeling
Stars23
Forks1
Last commit2 years ago
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#Machine Learning46
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