A collection of learning resources for curious software engineers

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Latex code for making neural networks diagrams

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

Collection of leetcode company tag problems. Periodically updating.

Code release for ConvNeXt model

Ecosystem of libraries and tools for writing and executing fast GPU code fully in Rust.

🎥 Python and OpenCV-based scene cut/transition detection program & library.

3D ResNets for Action Recognition (CVPR 2018)

Examples of how to create colorful, annotated equations in Latex using Tikz.

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

An efficient video loader for deep learning with smart shuffling that's super easy to digest

Flexible Python configuration system. The last one you will ever need.

The friendly PIL fork

A practical hand tracking engine.

Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, B…

PyTorch implementation of Contrastive Learning methods

interactive visualization of 5 popular gradient descent methods with step-by-step illustration and hyperparameter tuning UI

Video classification tools using 3D ResNet

Gradually-Warmup Learning Rate Scheduler for PyTorch

Leaf: A Benchmark for Federated Settings

Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch

A pytorch implementation of the vector quantized variational autoencoder (https://arxiv.org/abs/1711.00937)

【ICLR 2024🔥】 Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment

A list of rust lang mentors tagged by topics of interest

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.

🔀 Neural Network (NN) Streamer, Stream Processing Paradigm for Neural Network Apps/Devices.