D

Deep Learning

https://github.com/Lightning-AI/lightning-Habana Lightning support for Intel Habana accelerators.

https://github.com/lucidrains/rotary-embedding-torch Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch

🔧🔗https://github.com/blaisewf/rvc-cli 🚀 RVC + UVR = A perfect set of tools for voice cloning, easily and free!

🔧🔗https://github.com/HumanSignal/label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

🔧🔗https://github.com/lucidrains/q-transformer Implementation of Q-Transformer, Scalable Offline Reinforcement Learning via Autoregressive Q-Functions, out of Google Deepmind

🔧🔗https://github.com/speechbrain/speechbrain.github.io The SpeechBrain project aims to build a novel speech toolkit fully based on PyTorch. With SpeechBrain users can easily create speech processing systems, ranging from speech recognition (both HMM/DNN and end-to-end), speaker recognition, speech enhancement, speech separation, multi-microphone speech processing, and many others.

https://github.com/Lightning-AI/ecosystem-ci 🔗 https://devblog.pytorchlightning.ai/stay-ahead-of-breaking-changes-with-the-new-lightning-ecosystem-ci-b7e1cf78a6c7 Automate issue discovery for your projects against Lightning nightly and releases.

https://github.com/lucidrains/soundstorm-pytorch Implementation of SoundStorm, Efficient Parallel Audio Generation from Google Deepmind, in Pytorch

🔧🔗https://github.com/pytorch/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

🔧🔗https://github.com/lutzroeder/netron Visualizer for neural network, deep learning and machine learning models

🔧🔗https://github.com/joanrod/ocr-vqganOCR-VQGAN, a discrete image encoder (tokenizer and detokenizer) for figure images in Paper2Fig100k dataset. Implementation of OCR Perceptual loss for clear text-within-im

🔧🔗https://github.com/om-ai-lab/VL-CheckList Evaluating Vision & Language Pretraining Models with Objects, Attributes and Relations. [EMNLP 2022]

https://github.com/lucidrains/audiolm-pytorch Implementation of AudioLM, a SOTA Language Modeling Approach to Audio Generation out of Google Research, in Pytorch

https://github.com/lucidrains/gigagan-pytorch Implementation of GigaGAN, new SOTA GAN out of Adobe. Culmination of nearly a decade of research into GANs

https://github.com/lucidrains/magvit2-pytorch Implementation of MagViT2 Tokenizer in Pytorch

https://github.com/lucidrains/meshgpt-pytorch

Implementation of MeshGPT, SOTA Mesh generation using Attention, in Pytorch

🔧🔗https://github.com/lucidrains/grokfast-pytorch

Explorations into the proposal from the paper "Grokfast, Accelerated Grokking by Amplifying Slow Gradients"

🔧🔗https://github.com/lucidrains/lion-pytorch

🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch

🔧🔗https://github.com/markovka17/vqvae VQVAE | VAE | GumbelVAE | PixelCNN

🔧🔗https://github.com/poloclub/diffusion-explainer

Diffusion Explainer: Visual Explanation for Text-to-image Stable Diffusion