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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, ... 🧠

Python★ 67.7kMITGitHub ↗

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  1. tensorpack/tensorpack

    A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

    Python★ 6.3kApache-2.0GitHub ↗

    Why this match

    topics deep-learning, machine-learning, neural-networks; license differs: MIT → Apache-2.0

  2. google-deepmind/lab

    A customisable 3D platform for agent-based AI research

    C★ 7.4kGitHub ↗

    Why this match

    topics deep-learning, machine-learning, neural-networks; language differs: Python → C

  3. Unity-Technologies/ml-agents

    The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

    C#★ 19.8kGitHub ↗

    Why this match

    topics deep-learning, machine-learning, neural-networks; language differs: Python → C#

  4. yunjey/pytorch-tutorial

    PyTorch Tutorial for Deep Learning Researchers

    Python★ 32.5kMITGitHub ↗

    Why this match

    topics deep-learning, neural-networks, pytorch

  5. nndl/nndl

    邱锡鹏《神经网络与深度学习》第二版与通识版:电子书、章节目录、学习资源与勘误。

    ★ 19.6kGitHub ↗

    Why this match

    topics deep-learning, machine-learning, neural-networks

  6. google/trax

    Trax — Deep Learning with Clear Code and Speed

    Python★ 8.3kApache-2.0archivedGitHub ↗

    Why this match

    topics deep-learning, machine-learning, reinforcement-learning; license differs: MIT → Apache-2.0

  7. keras-team/keras

    Deep Learning for humans

    Python★ 64.4kApache-2.0GitHub ↗

    Why this match

    topics deep-learning, machine-learning, neural-networks; license differs: MIT → Apache-2.0

  8. eriklindernoren/Keras-GAN

    Keras implementations of Generative Adversarial Networks.

    Python★ 9.2kMITGitHub ↗

    Why this match

    topics deep-learning, gan, neural-networks