Deep learning | Ecosyste.ms: Awesome

https://github.com/iver56/audiomentations

A Python library for audio data augmentation. Useful for making audio ML models work well in the real world, not just in the lab.

audio audio-data-augmentation audio-effects augmentation data-augmentation deep-learning dsp machine-learning music python sound sound-processing

Last synced: 13 May 2025

https://github.com/pkhungurn/talking-head-anime-demo

Demo for the "Talking Head Anime from a Single Image."

ai anime computer-graphics computer-vision deep-learning machine-learning python pytorch vtuber

Last synced: 15 May 2025

https://github.com/Mukosame/Anime2Sketch

A sketch extractor for anime/illustration.

anime comic computer-vision deep-learning gan gans generative-adversarial-network gradio image-generation manga pytorch sketch wacv

Last synced: 08 May 2025

https://github.com/SharpAI/DeepCamera

Open-Source AI Camera. Empower any camera/CCTV with state-of-the-art AI, including facial recognition, person recognition(RE-ID) car detection, fall detection and more

ai camera computer-vision deep-learning edge face-detection face-recognition home-assistant machine-learning nvidia-jetson-nano object-detection python raspberry-pi tensorflow tf-lite video-surveillance

Last synced: 20 Mar 2025

https://github.com/apple/axlearn

An Extensible Deep Learning Library

deep-learning jax

Last synced: 11 Apr 2025

https://github.com/nikhilbarhate99/ppo-pytorch

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

deep-learning deep-reinforcement-learning policy-gradient ppo ppo-pytorch proximal-policy-optimization pytorch pytorch-implmention pytorch-tutorial reinforcement-learning reinforcement-learning-algorithms

Last synced: 15 May 2025

https://github.com/median-research-group/LibMTL

A PyTorch Library for Multi-Task Learning

deep-learning mmoe mtl multi-domain-learning multi-objective-optimization multi-task-learning multiobjective-optimization multitask-learning ple python pytorch

Last synced: 20 Mar 2025

https://github.com/kimmeen/time-llm

[ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"

cross-modal-learning cross-modality deep-learning language-model large-language-models machine-learning multimodal-deep-learning multimodal-time-series prompt-tuning time-series time-series-analysis time-series-forecast time-series-forecasting

Last synced: 14 May 2025

https://github.com/deepspeedai/deepspeed-mii

MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.

deep-learning inference pytorch

Last synced: 29 Apr 2025

https://github.com/tqchen/tinyflow

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

computational-graphs deep-learning nnvm

Last synced: 27 Sep 2025

https://github.com/microsoft/DeepSpeed-MII

MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.

deep-learning inference pytorch

Last synced: 05 Apr 2025

https://github.com/snap-stanford/ogb

Benchmark datasets, data loaders, and evaluators for graph machine learning

datasets deep-learning graph-machine-learning graph-neural-networks

Last synced: 13 May 2025

https://github.com/niutrans/abigsurvey

A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML).

deep-learning machine-learning natural-language-processing neural-networks paper-list surveys

Last synced: 02 Nov 2025

https://github.com/tinghuiz/sfmlearner

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

deep-learning depth-prediction self-supervised-learning unsupervised-learning visual-odometry

Last synced: 15 May 2025

https://github.com/mingyuliutw/UNIT

Unsupervised Image-to-Image Translation

deep-learning gan image-translation pix2pix

Last synced: 19 Jul 2025

https://github.com/harry24k/adversarial-attacks-pytorch

PyTorch implementation of adversarial attacks [torchattacks]

adversarial-attacks deep-learning pytorch

Last synced: 11 Apr 2025

https://github.com/universaldatatool/universal-data-tool

Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.

annotate-images annotation-tool classification computer-vision csv dataset deep-learning desktop entity-recognition hacktoberfest image-annotation image-labeling-tool image-segmentation labeling labeling-tool machine-learning named-entity-recognition semantic-segmentation text-annotation text-labeling

Last synced: 15 May 2025

https://github.com/deepspeedai/DeepSpeed-MII

MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.

deep-learning inference pytorch

Last synced: 14 Mar 2025

https://github.com/gaparmar/img2img-turbo

One-step image-to-image with Stable Diffusion turbo: sketch2image, day2night, and more

computer-vision deep-learning generative-adversarial-network generative-art stable-diffusion

Last synced: 15 May 2025

https://github.com/ml4comm-netw/paper-with-code-of-wireless-communication-based-on-dl

无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL

channel-estimation communication-systems deep-learning machine-learning mimo mimo-systems power-control wireless-communication

Last synced: 27 Jan 2026

https://github.com/lucidrains/make-a-video-pytorch

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

artificial-intelligence attention-mechanisms axial-convolutions deep-learning text-to-video

Last synced: 14 May 2025

https://github.com/tinghuiz/SfMLearner

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

deep-learning depth-prediction self-supervised-learning unsupervised-learning visual-odometry

Last synced: 16 Mar 2025

https://github.com/NiuTrans/ABigSurvey

A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML).

deep-learning machine-learning natural-language-processing neural-networks paper-list surveys

Last synced: 14 Mar 2025

https://github.com/albertpumarola/GANimation

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

deep-learning eccv-2018 face-manipulation facial-expressions gan ganimation generative-adversarial-network pytorch

Last synced: 09 May 2025

https://github.com/divelab/dig

A library for graph deep learning research

3d-graph deep-learning explainable-ml graph-generation graph-neural-network self-supervised-learning

Last synced: 14 May 2025

https://github.com/UniversalDataTool/universal-data-tool

Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.

annotate-images annotation-tool classification computer-vision csv dataset deep-learning desktop entity-recognition hacktoberfest image-annotation image-labeling-tool image-segmentation labeling labeling-tool machine-learning named-entity-recognition semantic-segmentation text-annotation text-labeling

Last synced: 14 Mar 2025

https://github.com/rguthrie3/DeepLearningForNLPInPytorch

An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.

deep-learning lstm neural-network nlp pytorch tutorial

Last synced: 01 Apr 2025

https://github.com/rguthrie3/deeplearningfornlpinpytorch

An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.

deep-learning lstm neural-network nlp pytorch tutorial

Last synced: 08 Apr 2025

https://github.com/scannet/scannet

3d-reconstruction computer-graphics computer-vision deep-learning rgbd

Last synced: 15 May 2025

https://github.com/philipperemy/keras-tcn

Keras Temporal Convolutional Network. Supports Python and R.

deep-learning keras machine-learning recurrent-neural-networks tcn

Last synced: 13 May 2025

https://github.com/philipperemy/tensorflow-1.4-billion-password-analysis

Deep Learning model to analyze a large corpus of clear text passwords.

deep-learning natural-language-processing tensorflow

Last synced: 08 Apr 2025

https://github.com/fengbintu/Neural-Networks-on-Silicon

This is originally a collection of papers on neural network accelerators. Now it's more like my selection of research on deep learning and computer architecture.

deep-learning hardware

Last synced: 01 May 2025

https://github.com/fengbintu/neural-networks-on-silicon

This is originally a collection of papers on neural network accelerators. Now it's more like my selection of research on deep learning and computer architecture.

deep-learning hardware

Last synced: 06 Feb 2026

https://github.com/ScanNet/ScanNet

3d-reconstruction computer-graphics computer-vision deep-learning rgbd

Last synced: 18 Mar 2025

https://github.com/ViTAE-Transformer/ViTPose

The official repo for [NeurIPS'22] "ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation" and [TPAMI'23] "ViTPose++: Vision Transformer for Generic Body Pose Estimation"

deep-learning distillation mae pose-estimation pytorch self-supervised-learning vision-transformer

Last synced: 13 Feb 2026

https://github.com/meta-pytorch/opacus

Training PyTorch models with differential privacy

deep-learning differential-privacy machine-learning neural-network privacy-preserving-machine-learning pytorch

Last synced: 11 Mar 2026

https://github.com/KimMeen/Time-LLM

[ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"

cross-modal-learning cross-modality deep-learning language-model large-language-models machine-learning multimodal-deep-learning multimodal-time-series prompt-tuning time-series time-series-analysis time-series-forecast time-series-forecasting

Last synced: 07 Apr 2025

https://github.com/jakeret/tf_unet

Generic U-Net Tensorflow implementation for image segmentation

deep-learning image-segmentation neural-network tensorflow

Last synced: 15 May 2025

https://github.com/Guang000/Awesome-Dataset-Distillation?tab=readme-ov-file

A curated list of awesome papers on dataset distillation and related applications.

awesome-list deep-learning

Last synced: 21 Feb 2026

https://github.com/packtpublishing/advanced-deep-learning-with-keras

Advanced Deep Learning with Keras, published by Packt

autoencoder deep-learning gan keras reinforcement-learning vae

Last synced: 15 May 2025

https://github.com/javierantoran/bayesian-neural-networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

approximate-inference bayes-by-backprop bayesian-inference bayesian-neural-networks classification deep-learning hmc kronecker-factored-approximation langevin-dynamics local-reparametrization-trick mc-dropout mcmc out-of-distribution-detection pytorch regression reproducible-research sgld uncertainty uncertainty-neural-networks variational-inference

Last synced: 15 May 2025

https://github.com/Harry24k/adversarial-attacks-pytorch

PyTorch implementation of adversarial attacks [torchattacks]

adversarial-attacks deep-learning pytorch

Last synced: 27 Mar 2025

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

Implementation of GigaGAN, new SOTA GAN out of Adobe. Culmination of nearly a decade of research into GANs

artificial-intelligence deep-learning generative-adversarial-network

Last synced: 14 May 2025

https://github.com/szilard/benchm-ml

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

data-science deep-learning gradient-boosting-machine h2o machine-learning python r random-forest spark xgboost

Last synced: 15 May 2025

https://github.com/ContinualAI/avalanche

Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

benchmarks continual-learning continualai deep-learning evaluation framework library lifelong-learning metrics pytorch strategies training

Last synced: 06 May 2025

https://github.com/continualai/avalanche

Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

benchmarks continual-learning continualai deep-learning evaluation framework library lifelong-learning metrics pytorch strategies training

Last synced: 25 Apr 2025

https://github.com/tobegit3hub/tensorflow_template_application

TensorFlow template application for deep learning

cnn csv deep-learning inference libsvm lstm machine-learning mlp serving tensorboard tensorflow tfrecords wide-and-deep

Last synced: 15 May 2025

https://github.com/facebookresearch/theseus

A library for differentiable nonlinear optimization

bilevel-optimization computer-vision deep-learning differentiable-optimization embodied-ai gauss-newton implicit-differentiation levenberg-marquardt nonlinear-least-squares pytorch robotics

Last synced: 13 May 2025

https://github.com/nitrain/nitrain

Train AI models efficiently on medical images using any framework

deep-learning keras medical-imaging neuroimaging pytorch

Last synced: 15 May 2025

https://github.com/gpflow/gpflow

Gaussian processes in TensorFlow

bayesian-statistics deep-learning gaussian-processes gp gpflow machine-learning markov-chain-monte-carlo ml stochastic-processes tensorflow variational-inference

Last synced: 13 May 2025

https://github.com/divelab/DIG

A library for graph deep learning research

3d-graph deep-learning explainable-ml graph-generation graph-neural-network self-supervised-learning

Last synced: 28 Mar 2025

https://github.com/pierluigiferrari/ssd_keras

A Keras port of Single Shot MultiBox Detector

computer-vision deep-learning fcn fully-convolutional-networks keras keras-models object-detection single-shot-multibox-detector ssd ssd-model

Last synced: 15 May 2025

https://github.com/hila-chefer/transformer-explainability

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

attention-matrix attention-visualization bert bert-model cvpr2021 deep-learning explainability perturbation transformer-interpretability vision-transformer visualize-classifications vit

Last synced: 15 May 2025

https://github.com/MrNothing/AI-Blocks

A powerful and intuitive WYSIWYG interface that allows anyone to create Machine Learning models!

ai-blocs artificial-intelligence deep-learning machine-learning modular neural-networks python tensorflow wysiwyg

Last synced: 15 Mar 2025

https://github.com/mrnothing/ai-blocks

A powerful and intuitive WYSIWYG interface that allows anyone to create Machine Learning models!

ai-blocs artificial-intelligence deep-learning machine-learning modular neural-networks python tensorflow wysiwyg

Last synced: 07 Apr 2025

https://github.com/wassimtenachi/physo

Physical Symbolic Optimization

deep-learning equation-discovery machine-learning physics python reinforcement-learning symbolic-regression

Last synced: 14 May 2025

https://github.com/WassimTenachi/PhySO

Physical Symbolic Optimization

deep-learning equation-discovery machine-learning physics python reinforcement-learning symbolic-regression

Last synced: 27 Mar 2025

https://github.com/apple/ml-cvnets

CVNets: A library for training computer vision networks

ade20k classification computer-vision deep-learning detection imagenet machine-learning mscoco pascal-voc pytorch segmentation

Last synced: 15 May 2025

https://github.com/astorfi/lip-reading-deeplearning

:unlock: Lip Reading - Cross Audio-Visual Recognition using 3D Architectures

3d-convolutional-network computer-vision deep-learning speech-recognition tensorflow

Last synced: 08 Apr 2025

https://github.com/milvus-io/bootcamp

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

audio-search benchmark-testing deep-learning hacktoberfest image-classification image-recognition image-search milvus nlp python question-answering unstructured-data

Last synced: 14 May 2025

https://github.com/hila-chefer/Transformer-Explainability

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

attention-matrix attention-visualization bert bert-model cvpr2021 deep-learning explainability perturbation transformer-interpretability vision-transformer visualize-classifications vit

Last synced: 27 Mar 2025

https://github.com/sierkinhane/crnn_chinese_characters_rec

(CRNN) Chinese Characters Recognition.

deep-learning ocr pytorch recognition

Last synced: 15 May 2025

https://github.com/junshutang/make-it-3d

[ICCV 2023] Make-It-3D: High-Fidelity 3D Creation from A Single Image with Diffusion Prior

3d-generation 3d-vision computer-vision deep-learning diffusion-models generative-art nerf

Last synced: 15 May 2025

https://github.com/intel/intel-extension-for-pytorch

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

deep-learning intel machine-learning neural-network pytorch quantization

Last synced: 12 May 2025

https://github.com/brannondorsey/passgan

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

deep-learning gan machine-learning password password-cracking password-strength

Last synced: 08 Apr 2025

https://github.com/GPflow/GPflow

Gaussian processes in TensorFlow

bayesian-statistics deep-learning gaussian-processes gp gpflow machine-learning markov-chain-monte-carlo ml stochastic-processes tensorflow variational-inference

Last synced: 04 Apr 2025

https://github.com/nx-ai/xlstm

Official repository of the xLSTM.

deep-learning deep-learning-architecture llm machine-learning nlp rnn

Last synced: 13 May 2025

https://github.com/brannondorsey/PassGAN

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

deep-learning gan machine-learning password password-cracking password-strength

Last synced: 04 Apr 2025

https://github.com/JavierAntoran/Bayesian-Neural-Networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

approximate-inference bayes-by-backprop bayesian-inference bayesian-neural-networks classification deep-learning hmc kronecker-factored-approximation langevin-dynamics local-reparametrization-trick mc-dropout mcmc out-of-distribution-detection pytorch regression reproducible-research sgld uncertainty uncertainty-neural-networks variational-inference

Last synced: 01 May 2025

https://github.com/hkchengrex/xmem

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

computer-vision deep-learning eccv-2022 eccv2022 pytorch segmentation video-object-segmentation video-segmentation

Last synced: 14 May 2025

https://github.com/hkchengrex/XMem

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

computer-vision deep-learning eccv-2022 eccv2022 pytorch segmentation video-object-segmentation video-segmentation

Last synced: 18 Apr 2025

https://github.com/hexiangnan/neural_collaborative_filtering

Neural Collaborative Filtering

collaborative-filtering deep-learning recommender-system

Last synced: 15 May 2025

https://github.com/uber/petastorm

Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code.

deep-learning machine-learning parquet parquet-files pyarrow pyspark pytorch sysml tensorflow

Last synced: 10 Apr 2025

https://github.com/diffgram/diffgram

The AI Datastore for Schemas, BLOBs, and Predictions. Use with your apps or integrate built-in Human Supervision, Data Workflow, and UI Catalog to get the most value out of your AI Data.

annotation annotation-tool annotations data data-analytics data-annotation data-science datasets datastore deep-learning image-annotation kubernetes labeling machine-learning training-data video-annotation

Last synced: 14 Mar 2025

https://github.com/farama-foundation/vizdoom

Reinforcement Learning environments based on the 1993 game Doom :godmode:

deep-learning doom examples gym-environment gymnasium python reinforcement-learning vizdoom

Last synced: 08 Feb 2026

https://github.com/vhellendoorn/code-lms

Guide to using pre-trained large language models of source code

deep-learning gpt-2 source-code

Last synced: 15 May 2025

https://github.com/probcomp/gen.jl

A general-purpose probabilistic programming system with programmable inference

bayesian computer-vision deep-learning differentiable-programming gen julia-language machine-learning probabilistic-programming robotics

Last synced: 05 Oct 2025

https://github.com/rentruewang/koila

Prevent PyTorch's `CUDA error: out of memory` in just 1 line of code.

deep-learning gradient-accumulation lazy-evaluation machine-learning memory-management neural-network out-of-memory python pytorch

Last synced: 01 May 2025

https://github.com/GauravBh1010tt/DeepLearn

Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Tensorflow and Scikit Learn.

audio-processing computer-vision deep-learning nlp

Last synced: 14 Mar 2025

https://github.com/gauravbh1010tt/deeplearn

Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Tensorflow and Scikit Learn.

audio-processing computer-vision deep-learning nlp

Last synced: 15 May 2025

https://github.com/black0017/medicalzoopytorch

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

3d-convolutional-network brats2018 brats2019 deep-learning densenet iseg iseg-challenge medical-image-processing medical-image-segmentation medical-imaging mrbrains18 pytorch resnet segmentation segmentation-models unet unet-image-segmentation

Last synced: 15 May 2025

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

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

artificial-intelligence deep-learning self-supervised-learning

Last synced: 14 May 2025

https://github.com/sachinruk/deepschool.io

Deep Learning tutorials in jupyter notebooks.

deep-learning jupyter-notebook keras python3

Last synced: 15 May 2025

https://probcomp.github.io/Gen

A general-purpose probabilistic programming system with programmable inference

bayesian computer-vision deep-learning differentiable-programming gen julia-language machine-learning probabilistic-programming robotics

Last synced: 19 Jul 2025

https://github.com/black0017/MedicalZooPytorch

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

3d-convolutional-network brats2018 brats2019 deep-learning densenet iseg iseg-challenge medical-image-processing medical-image-segmentation medical-imaging mrbrains18 pytorch resnet segmentation segmentation-models unet unet-image-segmentation

Last synced: 09 May 2025

https://github.com/kk7nc/text_classification

Text Classification Algorithms: A Survey

boosting-algorithms conditional-random-fields convolutional-neural-networks decision-trees deep-belief-network deep-learning deep-neural-network dimensionality-reduction document-classification hierarchical-attention-networks k-nearest-neighbours logistic-regression naive-bayes-classifier nlp-machine-learning random-forest recurrent-neural-networks rocchio-algorithm support-vector-machines text-classification text-processing

Last synced: 14 May 2025

https://github.com/kk7nc/Text_Classification

Text Classification Algorithms: A Survey

boosting-algorithms conditional-random-fields convolutional-neural-networks decision-trees deep-belief-network deep-learning deep-neural-network dimensionality-reduction document-classification hierarchical-attention-networks k-nearest-neighbours logistic-regression naive-bayes-classifier nlp-machine-learning random-forest recurrent-neural-networks rocchio-algorithm support-vector-machines text-classification text-processing

Last synced: 07 Apr 2025

https://github.com/utensor/utensor

TinyML AI inference library

cortex-m deep-learning edge-computing embedded iot iot-middleware machine-learning mbed microcontroller tensorflow

Last synced: 14 May 2025

https://github.com/coreylowman/dfdx

Deep learning in Rust, with shape checked tensors and neural networks

autodiff autodifferentiation autograd backpropagation cuda cuda-kernels cuda-support cuda-toolkit cudnn deep-learning deep-neural-networks gpu gpu-acceleration gpu-computing machine-learning neural-network rust rust-lang tensor

Last synced: 14 May 2025

https://github.com/jermwatt/machine_learning_refined

Master the fundamentals of machine learning, deep learning, and mathematical optimization by building key concepts and models from scratch using Python.

artificial-intelligence deep-learning jupyter-notebook jupyter-notebooks machine-learning python