eugeneyan/applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
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Total stars: 26245
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#applieddatascience, #appliedmachinelearning, #computervision, #datadiscovery, #dataengineering, #dataquality, #datascience, #deeplearning, #machinelearning, #naturallanguageprocessing, #production, #recsys, #reinforcementlearning, #search

hijkzzz/Awesome-LLM-Strawberry
A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 and reasoning techniques.
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Total stars: 77
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#chainofthought, #coding, #llm, #mathematics, #mcts, #openaio1, #reinforcementlearning, #strawberry

kmario23/deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
Language:HTML
Total stars: 12193
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8 Oct 2024
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#html
#artificialintelligencealgorithms, #artificialneuralnetworks, #bayesianstatistics, #computervision, #deeplearning, #deepneuralnetworks, #deepreinforcementlearning, #explainableai, #geometricdeeplearning, #graphneuralnetworks, #machinelearning, #medicalimaging, #naturallanguageprocessing, #optimization, #patternrecognition, #probabilisticgraphicalmodels, #probability, #reinforcementlearning, #speechrecognition, #visualrecognition

eloialonso/diamond
DIAMOND (DIffusion As a Model Of eNvironment Dreams) is a reinforcement learning agent trained in a diffusion world model.
Language:Python
Total stars: 367
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12 Oct 2024
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#python
#artificalintelligense, #atari, #deeplearning, #diffusionmodels, #machinelearning, #reinforcementlearning, #research, #worldmodels

AgibotTech/agibot_x1_train
The reinforcement learning training code for AgiBot X1.
Language:Python
Total stars: 109
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24 Oct 2024
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#python
#opensource, #reinforcementlearning, #robotics

MaximeVandegar/Papers-in-100-Lines-of-Code
Implementation of papers in 100 lines of code.
Language:Python
Total stars: 875
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6 Dec 2024
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#python
#3d, #aes, #artificialintelligence, #deeplearning, #diffusionmodels, #educational, #gans, #generativemodel, #implementationofresearchpaper, #inverserendering, #machinelearning, #metalearning, #nerf, #neuralradiancefields, #papers, #python, #pytorch, #reinforcementlearning, #research, #rl

labmlai/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, ... 🧠
Language:Python
Total stars: 58051
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#python
#attention, #deeplearning, #deeplearningtutorial, #gan, #literateprogramming, #lora, #machinelearning, #neuralnetworks, #optimizers, #pytorch, #reinforcementlearning, #transformer, #transformers

turningpoint-ai/VisualThinker-R1-Zero
Explore the Multimodal “Aha Moment” on 2B Model
Language:Python
Total stars: 208
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5 Mar 2025
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#python
#deepseek, #deepseekr1, #deepseekr1zero, #grpo, #multimodal, #multimodaljourney, #multimodalr1, #posttraining, #r1, #r1zero, #reasoning, #reinforcementlearning

FareedKhan-dev/all-rl-algorithms
Implementation of all RL algorithms in a simpler way
Language:Jupyter Notebook
Total stars: 87
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#jupyternotebook
#agent, #llm, #openai, #python, #reinforcementlearning, #rl

inclusionAI/AReaL
Distributed RL System for LLM Reasoning
Language:Python
Total stars: 374
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31 Mar 2025
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#python
#llm, #llmreasoning, #machinelearningsystems, #mlsys, #reinforcementlearning, #rl

girafe-ai/ml-course
Open Machine Learning course
Language:Jupyter Notebook
Total stars: 2606
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#jupyternotebook
#computervision, #course, #deeplearning, #machinelearning, #materials, #naturallanguageprocessing, #python, #pytorch, #reinforcementlearning, #seminars

ivanbelenky/RL
R.L. methods and techniques.
Language:Python
Total stars: 108
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6 May 2025
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#python
#gridworld, #markov, #markovdecisionprocesses, #qlearning, #qlearning, #reinforcementlearning, #sarsa, #tabularmethods

NVlabs/Long-RL
Long-RL: Scaling RL to Long Sequences
Language:Python
Total stars: 241
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11 Jul 2025
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#python
#efficientai, #largelanguagemodels, #longsequence, #multimodality, #reinforcementlearning, #sequenceparallelism

PufferAI/PufferLib
Simplifying reinforcement learning for complex game environments
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Total stars: 2477
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#c
#reinforcementlearning

OpenPipe/ART
Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job training. Reinforcement learning for Qwen2.5, Qwen3, Llama, Kimi, and more!
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Total stars: 1030
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#python
#agent, #agenticai, #grpo, #kimiai, #llms, #lora, #qwen, #qwen3, #reinforcementlearning, #rl

RLinf/RLinf
RLinf is a flexible and scalable open-source infrastructure designed for post-training foundation models (LLMs, VLMs, VLAs) via reinforcement learning.
Language:Python
Total stars: 197
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#python
#agenticai, #aiinfra, #embodiedai, #largelanguagemodels, #reinforcementlearning, #rlinfra, #rlinf, #vlarl

mujocolab/mjlab
Isaac Lab API, powered by MuJoCo-Warp, for RL and robotics research.
Language:Python
Total stars: 266
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#python
#isaaclab, #mujoco, #mujocowarp, #reinforcementlearning, #roboticssimulation