deep-learning

Advanced Deep Learning with Keras, published by Packt

A python package to build AI-powered real-time audio applications

Tutorial code on how to build your own Deep Learning System in 2k Lines

A deep learning package for many-body potential energy representation and molecular dynamics

An unsupervised learning framework for depth and ego-motion estimation from monocular videos

[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

A Python package for extending the official PyTorch that can easily obtain performance on Intel platform

A Deep Learning Approach for Password Guessing (https://arxiv.org/abs/1709.00440)

Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.

Keras Temporal Convolutional Network. Supports Python and R.

A library for graph deep learning research

A collection of research papers and software related to explainability in graph machine learning.

Implementation of Make-A-Video, new SOTA text to video generator from Meta AI, in Pytorch

GANimation: Anatomically-aware Facial Animation from a Single Image (ECCV'18 Oral) [PyTorch]

[ECCV 2022] XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model

CVNets: A library for training computer vision networks

Unofficial implementation of Titans, SOTA memory for transformers, in Pytorch

[ICLR 2024] Official implementation of "TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting"

A comprehensive list of papers for the definition of World Models and using World Models for General Video Generation, Embodied AI, and Autonomous Driving, including papers, codes, and related websites.