neural-networks

Deep Learning for humans

Deepfakes Software For All

DeepFaceLab is the leading software for creating deepfakes.

PyTorch Tutorial for Deep Learning Researchers

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

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.

A High-Quality Real Time Upscaler for Anime Video

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 and deep learning tutorials, articles and other resources

TensorFlow CNN for fast style transfer ⚡🖥🎨🖼

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

TensorFlow-based neural network library

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Minimal and clean examples of machine learning algorithms implementations

Keras implementations of Generative Adversarial Networks.

A resource repository for 3D machine learning

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

A customisable 3D platform for agent-based AI research

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

A flexible framework of neural networks for deep learning

Segmentation models with pretrained backbones. PyTorch.

Deep Reinforcement Learning for Keras.

Lab Materials for MIT 6.S191: Introduction to Deep Learning

Build Graph Nets in Tensorflow

Run Keras models in the browser, with GPU support using WebGL

This repositary is a combination of different resources lying scattered all over the internet. The reason for making such an repositary is to combine all the valuable resources in a sequential manner, so that it helps every beginners who are in a search of free and structured learning resource for Data Science. For Constant Updates Follow me in Twitter.

Image augmentation library in Python for machine learning.

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.