deep-learning
Deep learning is an AI function and subset of machine learning, used for processing large amounts of complex data.
Repositories (1427)
A platform for reproducible world model research and evaluation
A simple interface for editing natural photos with generative neural networks.
Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.
Deep Learning Chinese Word Segment
Implementation of Toolformer, Language Models That Can Use Tools, by MetaAI
Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://amzn.to/3JUgR2L
Reinforcement Learning environments based on the 1993 game Doom :godmode:
A library for differentiable nonlinear optimization
A CV toolkit for my papers.
ALIbaba's Collection of Encoder-decoders from MinD (Machine IntelligeNce of Damo) Lab
A Python toolkit/library for reality-centric machine/deep learning & data mining on partially-observed time series, with 50+ SOTA neural network model...
Unsupervised Image-to-Image Translation
A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML).
Demo for the "Talking Head Anime from a Single Image."
Scaled-YOLOv4: Scaling Cross Stage Partial Network
List of awesome resources for machine learning-based algorithmic trading
🤖 A Python library for learning and evaluating knowledge graph embeddings
Tutorial code on how to build your own Deep Learning System in 2k Lines
An unsupervised learning framework for depth and ego-motion estimation from monocular videos
A curated list of research in machine learning systems (MLSys). Paper notes are also provided.
Advanced Deep Learning with Keras, published by Packt
Keras Temporal Convolutional Network. Supports Python and R.
A Python package for extending the official PyTorch that can easily obtain performance on Intel platform
[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classificatio...
A python package to build AI-powered real-time audio applications
An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.
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)
A library for graph deep learning research
A deep learning package for many-body potential energy representation and molecular dynamics
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
[ICLR 2024] Official implementation of "TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting"
Unofficial implementation of Titans, SOTA memory for transformers, in Pytorch
A curated list of awesome papers on dataset distillation and related applications.
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
Physical Symbolic Optimization
An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.
List of papers about Proteins Design using Deep Learning
Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project
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Tracking Any Point (TAP)
A comprehensive list of papers for the definition of World Models and using World Models for General Video Generation, Embodied AI, and Autonomous Dri...
Deep Learning model to analyze a large corpus of clear text passwords.
Training PyTorch models with differential privacy
Implementation of GigaGAN, new SOTA GAN out of Adobe. Culmination of nearly a decade of research into GANs
TinyML AI inference library