MaximeVandegar/Papers-in-100-Lines-of-Code
Implementation of papers in 100 lines of code.
Language:Python
Total stars: 875
Stars trend:
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
Stars trend:
19 Jan 2025
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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
Stars trend:
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
Stars trend:
30 Mar 2025
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#jupyternotebook
#agent, #llm, #openai, #python, #reinforcementlearning, #rl

inclusionAI/AReaL
Distributed RL System for LLM Reasoning
Language:Python
Total stars: 374
Stars trend:
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
Stars trend:
9 Apr 2025
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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
Stars trend:
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
Stars trend:
11 Jul 2025
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#python
#efficientai, #largelanguagemodels, #longsequence, #multimodality, #reinforcementlearning, #sequenceparallelism

PufferAI/PufferLib
Simplifying reinforcement learning for complex game environments
Language:C
Total stars: 2477
Stars trend:
11 Jul 2025
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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!
Language:Python
Total stars: 1030
Stars trend:
11 Jul 2025
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12 Jul 2025
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#python
#agent, #agenticai, #grpo, #kimiai, #llms, #lora, #qwen, #qwen3, #reinforcementlearning, #rl