Deep Learning for humans
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Updated
May 10, 2024 - Python
Deep Learning for humans
Deepfakes Software For All
DeepFaceLab is the leading software for creating deepfakes.
PyTorch Tutorial for Deep Learning Researchers
🧑🏫 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, ... 🧠
💫 Industrial-strength Natural Language Processing (NLP) in Python
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.
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 and deep learning tutorials, articles and other resources
Machine learning, in numpy
Lab Materials for MIT 6.S191: Introduction to Deep Learning
Keras implementations of Generative Adversarial Networks.
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
TensorFlow CNN for fast style transfer ⚡🖥🎨🖼
Repo for the Deep Reinforcement Learning Nanodegree program
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
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)
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Network…
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
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