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rasbt /LLMs-from-scratch

Star81.2k

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

python machine-learning ai deep-learning chatbot transformers pytorch artificial-intelligence neural-networks gpt language-model from-scratch large-language-models llm generative-ai chatgpt

UpdatedDec 16, 2025
Jupyter Notebook

labmlai /annotated_deep_learning_paper_implementations

Star64.8k

🧑‍🏫 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, ... 🧠

machine-learning reinforcement-learning deep-learning transformers pytorch transformer gan neural-networks literate-programming attention lora deep-learning-tutorial optimizers

UpdatedNov 11, 2025
Python

keras-team /keras

Star63.6k

Deep Learning for humans

python data-science machine-learning deep-learning tensorflow pytorch neural-networks jax

UpdatedDec 17, 2025
Python

deepfakes /faceswap

Sponsor

Star54.8k

Deepfakes Software For All

machine-learning deep-neural-networks deep-learning faceswap neural-networks face-swap deeplearning neural-nets deepface deepfakes fakeapp deep-face-swap openfaceswap myfakeapp

UpdatedDec 15, 2025
Python

explosion /spaCy

Star33k

💫 Industrial-strength Natural Language Processing (NLP) in Python

python nlp data-science machine-learning natural-language-processing ai deep-learning neural-network text-classification cython artificial-intelligence spacy named-entity-recognition neural-networks nlp-library tokenization entity-linking

UpdatedNov 27, 2025
Python

yunjey /pytorch-tutorial

Star32k

PyTorch Tutorial for Deep Learning Researchers

deep-learning pytorch neural-networks pytorch-tutorial

UpdatedAug 15, 2023
Python

mozilla /DeepSpeech

Star26.7k

DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

machine-learning embedded deep-learning offline tensorflow speech-recognition neural-networks speech-to-text deepspeech on-device

UpdatedJun 19, 2025
C++

bloc97 /Anime4K

Star20.4k

A High-Quality Real Time Upscaler for Anime Video

video anime computer-graphics cnn video-processing neural-networks convolutional-neural-networks upsampling super-resolution upscaling denoising-algorithms anime4k anime-upscaling

UpdatedAug 17, 2024
Jupyter Notebook

Unity-Technologies /ml-agents

Star19k

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.

machine-learning reinforcement-learning deep-learning unity unity3d deep-reinforcement-learning neural-networks

UpdatedDec 17, 2025
C#

iperov /DeepFaceLab

Star18.9k

DeepFaceLab is the leading software for creating deepfakes.

machine-learning deep-neural-networks deep-learning faceswap neural-networks face-swap deeplearning arxiv neural-nets deepface deepfakes fakeapp deep-face-swap deepfacelab creating-deepfakes

UpdatedNov 13, 2024
Python

microsoft /onnxruntime

Star18.7k

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

machine-learning deep-learning tensorflow scikit-learn pytorch neural-networks hardware-acceleration ai-framework onnx

UpdatedDec 17, 2025
C++

ujjwalkarn /Machine-Learning-Tutorials

Star17.4k

machine learning and deep learning tutorials, articles and other resources

list machine-learning awesome deep-neural-networks deep-learning neural-network neural-networks awesome-list machinelearning deeplearning deep-learning-tutorial

UpdatedJun 12, 2024

k4yt3x /video2x

Sponsor

Star16.4k

A machine learning-based video super resolution and frame interpolation framework. Est. Hack the Valley II, 2018.

machine-learning vulkan neural-networks frame-interpolation anime4k rife upscale-video realcugan realesrgan super-resoluion

UpdatedNov 23, 2025
C++

NVIDIA-NeMo /NeMo

Star16.3k

A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)

machine-translation tts speech-synthesis neural-networks deeplearning speaker-recognition asr speech-translation speaker-diariazation generative-ai