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labmlai/annotated_deep_learning_paper_implementations

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, ... 🧠

View on GitHub↗Upstream labmlai/annotated_deep_learning_paper_implementations↗

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labmlai

labmlai

labmlai • individual

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66,804

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Forks

6,708

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Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Aug 25, 2020

Project creation date

README Summary

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Community Evaluation

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AI Dev Skills

Unmapped

Adam OptimizationAttention MechanismsCapsule NetworksComputer VisionCycleGAN ImplementationDeep Q-NetworksFeedback TransformerGenerative Adversarial NetworksKnowledge DistillationNatural Language ProcessingNeural Network OptimizationProximal Policy OptimizationReinforcement LearningStyleGAN ArchitectureSwitch TransformerTransformer ArchitectureVision Transformers

Tags

Adam OptimizationAttention MechanismsCapsule NetworksComputer VisionCycleGAN ImplementationDeep Q-NetworksFeedback TransformerGenerative Adversarial NetworksKnowledge DistillationNatural Language ProcessingNeural Network OptimizationProximal Policy OptimizationReinforcement LearningStyleGAN ArchitectureSwitch TransformerTransformer ArchitectureVision TransformersBackendCurated ListDeep LearningDistillationEmbeddingsForkedImage GenerationLarge Language ModelsLoRA / PEFTOpenAIPyTorchPythonStable DiffusionTransformers

Taxonomy

AI Trends

Transformer ArchitecturesFoundation ModelsVision-Language ModelsGenerative AINeural Architecture Innovation

category

Foundation ModelsRAG & RetrievalModel TrainingGenerative MediaDev Tools & AutomationLearning Resources

Deployment Context

Self-hostedResearch EnvironmentEducational Setting

Industries

EducationResearch

Modalities

TextImageMultimodal

Skill Areas

Transformer ArchitectureGenerative Adversarial NetworksReinforcement LearningNeural Network OptimizationAttention MechanismsComputer VisionNatural Language ProcessingKnowledge DistillationCapsule NetworksVision TransformersStyleGAN ArchitectureCycleGAN ImplementationDeep Q-NetworksProximal Policy OptimizationAdam OptimizationSwitch TransformerFeedback Transformer

tag

BackendCurated ListDeep LearningDistillationEmbeddingsForkedImage GenerationLarge Language ModelsLoRA / PEFTOpenAIPyTorchPythonReinforcement LearningStable DiffusionTransformers

Use Cases

Deep Learning EducationPaper Implementation LearningAlgorithm UnderstandingResearch Code ReferenceAcademic Study MaterialsModel Architecture Learning

Recent Activity

Updated 2 months ago

7 Days

0

30 Days

0

90 Days

0

Quality

research
Quality
high
Maturity
research

Categories

Foundation ModelsPrimaryModel TrainingGenerative MediaRAG & RetrievalDev Tools & AutomationLearning ResourcesOther AI / ML

PM Skills

Product Discovery

Languages

Python100.0%

Timeline

Project created
Aug 25, 2020
Forked
Nov 4, 2025
Your last push
2 months ago
Upstream last push
4 months ago
Tracked since
Mar 17, 2026

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