An open API service indexing awesome lists of open source software.

Deep learning

Deep learning is a subset of machine learning that uses artificial neural networks with multiple layers to automatically learn hierarchical representations from data. It powers modern breakthroughs in computer vision, natural language processing, speech recognition, and generative AI.

https://github.com/bogatyy/cs224d

Code for Stanford CS224D: deep learning for natural language understanding

deep-learning natural-language recurrent-neural-networks tensorflow tensorflow-examples tensorflow-tutorials

Last synced: 10 Apr 2025

https://github.com/mic-dkfz/trixi

Manage your machine learning experiments with trixi - modular, reproducible, high fashion. An experiment infrastructure optimized for PyTorch, but flexible enough to work for your framework and your tastes.

deep-learning deep-neural-networks deep-reinforcement-learning deeplearning example experiment experiment-infrastructure logging machine-learning python-3 python3 pytorch pytorch-cnn pytorch-visualization segmentation trixi u-net visdom visdom-logger visualization

Last synced: 05 Oct 2025

https://github.com/Hyperparticle/udify

A single model that parses Universal Dependencies across 75 languages. Given a sentence, jointly predicts part-of-speech tags, morphology tags, lemmas, and dependency trees.

allennlp deep-learning dependency-parser neural-network pytorch syntax universal-dependencies

Last synced: 19 Jul 2025

https://github.com/salesforce/cost

PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)

contrastive-learning deep-learning forecasting-model machine-learning self-supervised-learning time-series time-series-decomposition time-series-forecasting

Last synced: 09 Apr 2025

https://github.com/jmtomczak/vae_vampprior

Code for the paper "VAE with a VampPrior", J.M. Tomczak & M. Welling

deep-learning generative-model representation-learning variational-autoencoders

Last synced: 01 Apr 2025

https://github.com/MolecularAI/REINVENT4

AI molecular design tool for de novo design, scaffold hopping, R-group replacement, linker design and molecule optimization.

ai astrazeneca cheminformatics chemistry deep-learning denovo-design drug-design drug-discovery generative-ai ml molecule-generation neural-networks reinforcement-learning transfer-learning

Last synced: 09 May 2025

https://github.com/hyperparticle/udify

A single model that parses Universal Dependencies across 75 languages. Given a sentence, jointly predicts part-of-speech tags, morphology tags, lemmas, and dependency trees.

allennlp deep-learning dependency-parser neural-network pytorch syntax universal-dependencies

Last synced: 08 Jul 2025

https://github.com/vzhong/embeddings

Fast, DB Backed pretrained word embeddings for natural language processing.

deep-learning neural-network nlp

Last synced: 04 Apr 2025

https://github.com/MIC-DKFZ/trixi

Manage your machine learning experiments with trixi - modular, reproducible, high fashion. An experiment infrastructure optimized for PyTorch, but flexible enough to work for your framework and your tastes.

deep-learning deep-neural-networks deep-reinforcement-learning deeplearning example experiment experiment-infrastructure logging machine-learning python-3 python3 pytorch pytorch-cnn pytorch-visualization segmentation trixi u-net visdom visdom-logger visualization

Last synced: 08 May 2025

https://github.com/NervanaSystems/he-transformer

nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph

compiler deep-learning homomorphic-encryption ngraph privacy-preserving seal tensorflow

Last synced: 14 Mar 2025

https://github.com/zcemycl/tf2deepfloorplan

TF2 Deep FloorPlan Recognition using a Multi-task Network with Room-boundary-Guided Attention. Enable tensorboard, quantization, flask, tflite, docker, github actions and google colab.

attention-network curl deep-learning deep-neural-networks docker flask github-actions github-release google-colab image-processing image-recognition jupyter-notebook keras-tensorflow pygame pypi-package python3 quantization tensorboard tensorflow2 tflite

Last synced: 09 Apr 2025

https://github.com/chychkan/DeepFaceLab_MacOS

Run DeepFaceLab on MacOS

deep-learning deepfacelab mac-os macos

Last synced: 08 Apr 2025

https://github.com/ignf/myria3d

Myria3D: Aerial Lidar HD Semantic Segmentation with Deep Learning

deep-learning geodata lidar-point-cloud pointnet pytorch randla-net semantic-segmentation

Last synced: 08 Apr 2025

https://github.com/antsx/antspynet

Pre-trained models and utilities for deep learning on medical images in Python

convolutional-neural-networks deep-learning python

Last synced: 25 Jun 2025

https://github.com/mmuckley/torchkbnufft

A high-level, easy-to-deploy non-uniform Fast Fourier Transform in PyTorch.

deep-learning mri nufft pytorch reconstruction

Last synced: 11 Oct 2025

https://github.com/philferriere/tfwss

Weakly Supervised Segmentation with Tensorflow. Implements instance segmentation as described in Simple Does It: Weakly Supervised Instance and Semantic Segmentation, by Khoreva et al. (CVPR 2017).

convolutional-neural-networks deep-learning instance-segmentation segmentation tensorflow weakly-supervised-learning

Last synced: 31 Jul 2025

https://github.com/isayev/ASE_ANI

ANI-1 neural net potential with python interface (ASE)

cheminformatics chemistry deep-learning force-field neural-network schrodinger-equation

Last synced: 04 May 2025

https://github.com/NVIDIA/earth2mip

Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI models for weather and climate.

climate deep-learning weather

Last synced: 01 Apr 2025

https://github.com/NVIDIA/earth2studio

Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.

ai climate-science deep-learning weather

Last synced: 20 Jul 2025

https://github.com/ajhamdi/ges-splatting

Original reference implementation of "GES : Generalized Exponential Splatting for Efficient Radiance Field Rendering" [CVPR 2024]

3d cvpr2024 deep-learning gaussian-splatting nerf

Last synced: 14 Oct 2025

https://github.com/Minyus/pipelinex

PipelineX: Python package to build ML pipelines for experimentation with Kedro, MLflow, and more

data-engineering data-science deep-learning experimentation machine-learning pipeline

Last synced: 24 Mar 2025

https://github.com/rakeshvar/rnn_ctc

Recurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.

captcha ctc ctc-loss deep-learning gru lstm neural-network ocr python recurrent-neural-networks rnn rnn-ctc speech-recognition speech-to-text theano

Last synced: 23 Apr 2025

https://github.com/thuml/koopa

Code release for "Koopa: Learning Non-stationary Time Series Dynamics with Koopman Predictors" (NeurIPS 2023), https://arxiv.org/abs/2305.18803

deep-learning forecasting non-stationary time-series

Last synced: 20 Jun 2025

https://github.com/Ye-D/PPML-Resource

Materials about Privacy-Preserving Machine Learning

deep-learning machine-learning mpc privacy secure-computation

Last synced: 27 Mar 2025

https://github.com/baegwangbin/surface_normal_uncertainty

[ICCV 2021 Oral] Estimating and Exploiting the Aleatoric Uncertainty in Surface Normal Estimation

3d-reconstruction computer-vision deep-learning iccv2021 surface-normal surface-normals surface-normals-estimation uncertainty uncertainty-estimation

Last synced: 07 Apr 2025

https://github.com/ruhyadi/YOLO3D

YOLO 3D Object Detection for Autonomous Driving Vehicle

3d-object-detection deep-learning pytorch self-driving-car yolo

Last synced: 20 Mar 2025

https://github.com/huangwl18/modular-rl

[ICML 2020] PyTorch Code for "One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control"

decentralized-control deep-learning emergent-communication generalization graph-neural-networks locomotion message-passing modular-control modularity reinforcement-learning

Last synced: 05 May 2025

https://github.com/delira-dev/delira

Lightweight framework for fast prototyping and training deep neural networks with PyTorch and TensorFlow

deep-learning delira machine-learning medical-images medical-imaging pytorch radiology tensorflow

Last synced: 07 May 2025

https://github.com/EmilienDupont/neural-processes

Pytorch implementation of Neural Processes for functions and images :fireworks:

deep-learning neural-processes pytorch

Last synced: 27 Mar 2025

https://github.com/analysiscenter/radio

RadIO is a library for data science research of computed tomography imaging

computed-tomography data-science deep-learning machine-learning medical-imaging neural-networks tensorflow

Last synced: 21 Jan 2026

https://github.com/wasiahmad/paraphrase_identification

Examine two sentences and determine whether they have the same meaning.

deep-learning natural-language-processing

Last synced: 09 Apr 2025

https://github.com/nianticlabs/footprints

[CVPR 2020] Estimation of the visible and hidden traversable space from a single color image

computer-vision deep-learning depth-estimation monodepth pytorch

Last synced: 29 Jun 2025

https://github.com/lucidrains/en-transformer

Implementation of E(n)-Transformer, which incorporates attention mechanisms into Welling's E(n)-Equivariant Graph Neural Network

artificial-intelligence attention-mechanism deep-learning equivariance transformer

Last synced: 05 Apr 2025

https://github.com/WeikaiTan/Toronto-3D

A Large-scale Mobile LiDAR Dataset for Semantic Segmentation of Urban Roadways

3d dataset deep-learning lidar point-cloud-dataset point-cloud-segmentation point-clouds semanticsegmentation

Last synced: 10 May 2025

https://github.com/p0p4k/pflowtts_pytorch

Unofficial implementation of NVIDIA P-Flow TTS paper

deep-learning flow-matching pflow pytorch text-to-speech tts

Last synced: 21 Jul 2025

https://github.com/aqibsaeed/Genetic-CNN

CNN architecture exploration using Genetic Algorithm

deap deep-learning genetic-algorithm machine-learning tensorflow

Last synced: 29 Mar 2025

https://github.com/aqibsaeed/genetic-cnn

CNN architecture exploration using Genetic Algorithm

deap deep-learning genetic-algorithm machine-learning tensorflow

Last synced: 09 Apr 2025

https://github.com/Jittor/JSeg

JSeg is a Semantic segmentation toolbox based on MMSegmentation and Jittor

deep-learning jittor segnext semantic-segmentation

Last synced: 25 Mar 2025

https://github.com/rickiepark/introduction_to_ml_with_python

๋„์„œ "[๊ฐœ์ •ํŒ] ํŒŒ์ด์ฌ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ๋ฅผ ํ™œ์šฉํ•œ ๋จธ์‹  ๋Ÿฌ๋‹"์˜ ์ฃผํ”ผํ„ฐ ๋…ธํŠธ๋ถ๊ณผ ์ฝ”๋“œ์ž…๋‹ˆ๋‹ค.

deep-learning machine-learning matplotlib numpy pandas python scikit-learn scipy

Last synced: 06 Oct 2025

https://github.com/ConanCui/Paper-List

A reading paper list which is mainted daily

deep-learning graph-convolution graph-embedding heterogeneous recomendation

Last synced: 01 May 2025

https://github.com/frgfm/torch-scan

Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)

benchmark deep-learning deep-neural-networks flops flops-counter keras python pytorch pytorch-utils receptive-field summary

Last synced: 16 May 2025

https://github.com/shirleyzhu233/PyTorch-MAML

A PyTorch implementation of Model Agnostic Meta-Learning (MAML) that faithfully reproduces the results from the original paper.

deep-learning few-shot-learning maml meta-learning

Last synced: 08 May 2025

https://github.com/wkentaro/fcn

Chainer Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

chainer computer-vision convolutional-networks deep-learning fcn fcn8s segmentation semantic-segmentation

Last synced: 05 Apr 2025

https://github.com/chr5tphr/zennit

Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.

attribution deep-learning explainability explainable-ai feature-attribution interpretability interpretable-ai interpretable-ml lrp machine-learning python pytorch xai

Last synced: 09 Apr 2025

https://github.com/baegwangbin/MaGNet

[CVPR 2022 Oral] Multi-View Depth Estimation by Fusing Single-View Depth Probability with Multi-View Geometry

3d-reconstruction computer-vision cvpr2022 deep-learning depth-estimation multi-view-stereo multiview-geometry multiview-stereo uncertainty uncertainty-estimation

Last synced: 03 Apr 2025

https://github.com/mattiasegu/uncertainty_estimation_deep_learning

This repository provides the code used to implement the framework to provide deep learning models with total uncertainty estimates as described in "A General Framework for Uncertainty Estimation in Deep Learning" (Loquercio, Segรน, Scaramuzza. RA-L 2020).

deep-learning uncertainty-neural-networks

Last synced: 17 Jan 2026

https://github.com/baegwangbin/magnet

[CVPR 2022 Oral] Multi-View Depth Estimation by Fusing Single-View Depth Probability with Multi-View Geometry

3d-reconstruction computer-vision cvpr2022 deep-learning depth-estimation multi-view-stereo multiview-geometry multiview-stereo uncertainty uncertainty-estimation

Last synced: 12 May 2025

https://github.com/anira-project/anira

an architecture for neural network inference in real-time audio applications

audio audio-processing deep-learning libtorch onnxruntime real-time tensorflow-lite

Last synced: 14 Jun 2026

https://github.com/mirceamironenco/BayesianRecurrentNN

Implementation of Bayesian Recurrent Neural Networks by Fortunato et. al

bayesian-inference deep-learning machine-learning

Last synced: 19 Jul 2025

https://github.com/SsisyphusTao/Object-Detection-Knowledge-Distillation

An Object Detection Knowledge Distillation framework powered by pytorch, now having SSD and yolov5.

deep-learning knowledge-distillation object-detection pytorch ssd yolov5

Last synced: 21 Apr 2025

https://github.com/bshillingford/python-torchfile

Deserialize Lua torch-serialized objects from Python

deep-learning lua machine-learning python torch

Last synced: 05 Apr 2025

https://github.com/ANTsX/ANTsPyNet

Pre-trained models and utilities for deep learning on medical images in Python

convolutional-neural-networks deep-learning python

Last synced: 09 May 2025

https://github.com/lucidrains/graph-transformer-pytorch

Implementation of Graph Transformer in Pytorch, for potential use in replicating Alphafold2

artificial-intelligence deep-learning graphs transformer

Last synced: 07 Apr 2025

https://github.com/YerevaNN/A-Guide-to-Deep-Learning

๐Ÿ“š A detailed guide to deep learning: http://yerevann.com/a-guide-to-deep-learning/

deep-learning guide

Last synced: 04 May 2025

https://github.com/ocademy-ai/machine-learning

Learn AI together, for free. AI learning and teaching resources for everyone.

ai data-engineering data-science deep-learning jupyter jupyter-notebook machine-learning ml mlops python scikit-learn visualization

Last synced: 16 Apr 2025

https://github.com/rohitgirdhar/ActionVLAD

ActionVLAD for video action classification (CVPR 2017)

action-recognition deep-learning tensorflow video-processing video-understanding

Last synced: 14 May 2025

https://github.com/BasBuller/PySNN

Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration

deep-learning dynamic gpu-acceleration gpu-computing machine-learning neural-networks python3 pytorch spiking-neural-networks stdp

Last synced: 07 May 2025

https://github.com/hughplay/dfnet

:art: Deep Fusion Network for Image Completion - ACMMM 2019

acmmm2019 deep-learning dfnet edgeconnect fusion-block image-completion image-inpainting inpainting pytorch

Last synced: 07 May 2025

https://github.com/wangz10/contrastive_loss

Experiments with supervised contrastive learning methods with different loss functions

contrastive-learning deep-learning

Last synced: 08 May 2025

https://github.com/oneflow-inc/one-yolov5

A more efficient yolov5 with oneflow backend ๐ŸŽ‰๐ŸŽ‰๐ŸŽ‰

deep-learning oneflow yolov5

Last synced: 09 Apr 2025

https://github.com/coqui-ai/trainer

๐Ÿธ - A general purpose model trainer, as flexible as it gets

ai data-science deep-learning machine-learning pytorch

Last synced: 16 May 2025

https://github.com/thrillerist/TensorFlow-Tutorials

TensorFlow Tutorials with YouTube Videos

deep-learning tensorflow tutorial

Last synced: 23 Aug 2025

https://github.com/Oneflow-Inc/one-yolov5

A more efficient yolov5 with oneflow backend ๐ŸŽ‰๐ŸŽ‰๐ŸŽ‰

deep-learning oneflow yolov5

Last synced: 20 Mar 2025

https://github.com/cgarciae/treex

A Pytree Module system for Deep Learning in JAX

deep-learning jax

Last synced: 15 Jul 2025

https://github.com/jiachens/ModelNet40-C

Repo for "Benchmarking Robustness of 3D Point Cloud Recognition against Common Corruptions" https://arxiv.org/abs/2201.12296

benchmark computer-vision corruption-robustness data-augmentation deep-learning ml-safety point-cloud-processing pytorch regularization robustness

Last synced: 20 Mar 2025

https://github.com/MLSysOps/alaas

A scalable & efficient active learning/data selection system for everyone.

active-learning automl deep-learning machine-learning mlops mlsys pytorch

Last synced: 02 May 2025

https://github.com/WangRongsheng/BestYOLO

๐ŸŒŸChange the world, it will become a better place. | ไปฅ็ง‘็ ”ๅ’Œ็ซž่ต›ไธบๅฏผๅ‘็š„ๆœ€ๅฅฝ็š„YOLOๅฎž่ทตๆก†ๆžถ!

artificial-intelligence deep-learning object-detection pyqt5 resnet small-object-detection tfjs yolov5

Last synced: 20 Apr 2025

https://github.com/robi56/survival-analysis-using-deep-learning

This repository contains morden baysian statistics and deep learning based research articles , software for survival analysis

bayesian-inference cancer-research deep-learning gaussian-processes healthcare machine-learning survival-analysis time-series time-to-event

Last synced: 17 Feb 2026

https://github.com/HuaizhengZhang/Active-Learning-as-a-Service

A scalable & efficient active learning/data selection system for everyone.

active-learning automl deep-learning machine-learning mlops mlsys pytorch

Last synced: 08 May 2025

https://github.com/huaizhengzhang/active-learning-as-a-service

A scalable & efficient active learning/data selection system for everyone.

active-learning automl deep-learning machine-learning mlops mlsys pytorch

Last synced: 09 Apr 2025

https://github.com/few-shot-learning/Keras-FewShotLearning

Some State-of-the-Art few shot learning algorithms in tensorflow 2

deep-learning few-shot-learning keras-tensorflow one-shot-learning tensorflow tensorflow2 tf2

Last synced: 30 Mar 2025

https://github.com/ClementWalter/Keras-FewShotLearning

Some State-of-the-Art few shot learning algorithms in tensorflow 2

deep-learning few-shot-learning keras-tensorflow one-shot-learning tensorflow tensorflow2 tf2

Last synced: 24 Jun 2026

https://github.com/google-aai/sc17

SuperComputing 2017 Deep Learning Tutorial

data-science deep-learning google-cloud-platform machine-learning tutorial

Last synced: 19 Jul 2025

Deep learning Awesome Lists
awesome-datascience 940 awesome-deep-learning 598 awesome-deep-learning-papers 238 awesome-production-machine-learning 543 awesome-nlp 683 Machine-Learning-Tutorials 484 Awesome-pytorch-list 707 awesome-artificial-intelligence 90 awesome-project-ideas 57 awesome-multimodal-ml 480 awesome-self-supervised-learning 463 awesome-ai-in-finance 208 Awesome-Prompt-Engineering 455 learn-ai-engineering 114 Awesome-Geospatial 1,521 Awesome-Transformer-Attention 2,160 Awesome-AIGC-Tutorials 140 awesome-RLHF 380 Awesome-ChatGPT 102 awesome-knowledge-distillation 197 Awesome-Quant-Machine-Learning-Trading 125 Awesome-Text2SQL 281 awesome-industrial-anomaly-detection 1,102 awesome-python-data-science 382 awesome-hand-pose-estimation 497 awesome-ml-courses 40 awesome-image-classification 220 awesome-deeplearning-resources 120 awesome-deep-learning-music 248 awesome-anomaly-detection 138 Awesome-Deblurring 444 awesome-tensor-compilers 165 awesome-deep-text-detection-recognition 145 Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising 512 awesome-human-pose-estimation 89 Awesome-Model-Quantization 737 awesome-autonomous-vehicles 296 Awesome-AutoDL 176 Awesome-Graph-Neural-Networks 153 Awesome-Rust-MachineLearning 48 awesome-remote-sensing-change-detection 245 awesome-jax 218 Awesome-Diffusion-Models-in-Medical-Imaging 572 Awesome-World-Model 725 Awesome-FL 4,069 awesome-deep-trading 94 Awesome-Dataset-Distillation 351 awesome-backbones 82 awesome-diarization 183 awesome-radar-perception 559