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/Living-with-machines/DeezyMatch

A Flexible Deep Learning Approach to Fuzzy String Matching

deep-learning hacktoberfest hut23 hut23-96 machine-learning natural-language-processing nlp

Last synced: 15 Mar 2025

https://github.com/nlp-love/model_log

Model Log 是一款基于 Python3 的轻量级机器学习(Machine Learning)、深度学习(Deep Learning)模型训练评估指标可视化工具,可以记录模型训练过程当中的超参数、Loss、Accuracy、Precision、F1值等,并以曲线图的形式进行展现对比,轻松三步即可实现。

deep-learning log machine-learning metric model pytorch tensorflow

Last synced: 24 Jun 2025

https://github.com/luizgh/sigver_wiwd

Learned representation for Offline Handwritten Signature Verification. Models and code to extract features from signature images.

convolutional-neural-networks deep-learning handwriting representation-learning signature-verification

Last synced: 21 Aug 2025

https://github.com/living-with-machines/deezymatch

A Flexible Deep Learning Approach to Fuzzy String Matching

deep-learning hacktoberfest hut23 hut23-96 machine-learning natural-language-processing nlp

Last synced: 16 May 2025

https://github.com/alibaba/trescope

Trescope is a comprehensive 3D machine learning development tool devoted to improve developing experience and speed in 3D field, which helps researchers and developers to label, debug, visualize various 3D data

3d-data-visualization 3d-front-dataset deep-learning label machine-learning point-cloud

Last synced: 14 Oct 2025

https://github.com/stefanopini/simple-higherhrnet

Multi-person Human Pose Estimation with HigherHRNet in Pytorch, with TensorRT support

coco-dataset deep-learning higher-hrnet hrnet human-pose-estimation keypoint-detection mscoco-keypoint pytorch

Last synced: 11 Apr 2025

https://github.com/fluxml/onnx.jl

Read ONNX graphs in Julia

deep-learning flux julia machine-learning onnx

Last synced: 16 May 2025

https://github.com/shenwanxiang/bidd-molmap

MolMapNet: An Efficient ConvNet with Knowledge-based Molecular Represenations for Molecular Deep Learning

deep-learning descriptors drug-discovery fingerprint molecular-represenation molmapnet pharmacophorefp

Last synced: 14 Jan 2026

https://github.com/aws-samples/aws-ml-jp

SageMakerで機械学習モデルを構築、学習、デプロイする方法が学べるNotebookと教材集

aws data-science deep-learning jupyter-notebook machine-learning mlops sagemaker

Last synced: 15 Apr 2025

https://github.com/mpatacchiola/self-supervised-relational-reasoning

Official PyTorch implementation of the paper "Self-Supervised Relational Reasoning for Representation Learning", NeurIPS 2020 Spotlight.

deep-learning deep-neural-networks deepcluster relational-reasoning rotnet self-supervised-learning simclr stl10 unsupervised-learning

Last synced: 05 Aug 2025

https://github.com/hejingwenhejingwen/csrnet

(ECCV 2020) Conditional Sequential Modulation for Efficient Global Image Retouching

color-enhancement csrnet deep-learning image-enhancement image-processing photo-retouching

Last synced: 05 Mar 2026

https://github.com/highcwu/anime_biggan_toy

Generate Amazing Anime Pictures With BigGAN. Just Have Fun !!!

anime biggan deep-learning gan

Last synced: 01 Jun 2026

https://github.com/zilliztech/phantoscope

Open Source, Cloud Native, RESTful Search Engine Powered by Neural Networks

cloud-native deep-learning deep-neural-networks image-search machine-learning microservices milvus

Last synced: 07 Apr 2025

https://github.com/yogeshbalaji/Generate_To_Adapt

Implementation of "Generate To Adapt: Aligning Domains using Generative Adversarial Networks"

deep-learning domain-adaptation gan machine-learning

Last synced: 08 May 2025

https://github.com/geyang/deep-auto-punctuation

a pytorch implementation of auto-punctuation learned character by character

auto-punctuation deep-learning engadget learning-punctuations pytorch reading-engadget-articles

Last synced: 29 Apr 2025

https://github.com/rasmusrpaulsen/deep-mvlm

A tool for precisely placing 3D landmarks on 3D facial scans based on the paper "Multi-view Consensus CNN for 3D Facial Landmark Placement"

3d-face-recognition 3d-landmarks 3d-models deep-learning facial-landmarks hourglass-network landmark-detection landmark-estimation neural-network pytorch-implementation

Last synced: 15 Apr 2025

https://github.com/nihalsid/ViewAL

[CVPR'20] Implementation for the paper "ViewAL: Active Learning with Viewpoint Entropy for Semantic Segmentation"

active-learning deep-learning pytorch semantic-segmentation

Last synced: 20 Mar 2025

https://github.com/titipata/detecting-scientific-claim

Extracting scientific claims from biomedical abstracts (powered by AllenNLP)

allennlp deep-learning natural-language-processing sentence-classification

Last synced: 13 Jun 2025

https://github.com/xcyan/nips16_PTN

Torch Implementation of NIPS'16 paper: Perspective Transformer Nets

3d-graphics 3d-models deep-learning nips-2016 shapenet torch7

Last synced: 08 May 2025

https://github.com/isadrtdinov/intro-to-dl-hse

Введение в глубинное обучение на ФКН ВШЭ

deep-learning education machine-learning

Last synced: 29 Jun 2025

https://github.com/reiinakano/neural-painters-pytorch

PyTorch library for "Neural Painters: A learned differentiable constraint for generating brushstroke paintings"

deep-learning neural-painters pytorch style-transfer

Last synced: 15 Apr 2025

https://github.com/bobmcdear/attorch

A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.

cuda deep-learning machine-learning openai openai-triton pytorch triton

Last synced: 22 Aug 2025

https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_object_detection

NVIDIA-accelerated, deep learned model support for image space object detection

deep-learning gpu inference jetson machine-learning nvidia object-detection ros ros2 ros2-humble tensorrt triton

Last synced: 18 Mar 2025

https://github.com/gafr/chainer-fast-neuralstyle-models

Models for the chainer fast neuralstyle

deep-learning models style-transfer

Last synced: 20 Mar 2025

https://github.com/rk2900/drsa

Deep Recurrent Survival Analysis, an auto-regressive deep model for time-to-event data analysis with censorship handling. An implementation of our AAAI 2019 paper and a benchmark for several (Python) implemented survival analysis methods.

data-science deep-learning machine-learning survival-analysis

Last synced: 23 Jul 2025

https://github.com/coqui-ai/stt-models

Open models for Coqui STT

deep-learning models speech-to-text

Last synced: 27 Feb 2026

https://github.com/jinyeying/nighttime_dehaze

[ACMMM2023] "Enhancing Visibility in Nighttime Haze Images Using Guided APSF and Gradient Adaptive Convolution", https://arxiv.org/abs/2308.01738

deep-learning fog fog-removal glare glow haze haze-removal image-enhancement light-effects low-level-vision low-light low-light-enhance low-light-image-enhancement night night-images nighttime nighttime-enhancement nighttime-images nighttime-lights restoration

Last synced: 05 Mar 2025

https://github.com/LeapLabTHU/Pseudo-Q

[CVPR 2022] Pseudo-Q: Generating Pseudo Language Queries for Visual Grounding

computer-vision cvpr2022 deep-learning multimodal-deep-learning pytorch vision-and-language visual-grounding

Last synced: 03 Apr 2025

https://github.com/LukasRinder/normalizing-flows

Implementation of normalizing flows in TensorFlow 2 including a small tutorial.

deep-learning density-estimation generative-models normalizing-flows

Last synced: 27 Mar 2025

https://github.com/botkop/scorch

scorch is a deep learning framework in Scala inspired by PyTorch

autograd deep-learning pytorch scala

Last synced: 22 Jun 2025

https://github.com/uber-research/permute-quantize-finetune

Using ideas from product quantization for state-of-the-art neural network compression.

deep-learning network-compression vector-quantization

Last synced: 11 Apr 2025

https://github.com/novartis/torchsurv

Deep survival analysis made easy

deep-learning pytorch survival-analysis

Last synced: 26 Jan 2026

https://github.com/archinetai/audio-data-pytorch

A collection of useful audio datasets and transforms for PyTorch.

artifical-intelligense audio-generation datasets deep-learning pytorch

Last synced: 30 Oct 2025

https://github.com/lucidrains/hyper-connections

Attempt to make multiple residual streams from Bytedance's Hyper-Connections paper accessible to the public

artificial-intelligence deep-learning residuals

Last synced: 04 Feb 2026

https://github.com/evizero/augmentor.jl

A fast image augmentation library in Julia for machine learning.

deep-learning image-augmentation image-processing julia machine-learning

Last synced: 08 May 2025

https://github.com/rickiepark/nlp-with-transformers

<트랜스포머를 활용한 자연어 처리> 예제 코드를 위한 저장소입니다.

deep-learning huggingface machine-learning natural-language-processing nlp transformers

Last synced: 13 Apr 2025

https://github.com/nvidia-isaac-ros/isaac_ros_dnn_stereo_depth

NVIDIA-accelerated, deep learned stereo disparity estimation

deep-learning gpu jetson nvidia ros2 ros2-humble stereo-camera

Last synced: 02 Apr 2026

https://github.com/eto-ai/rikai

Parquet-based ML data format optimized for working with unstructured data

deep-learning machine-learning pytorch spark tensorflow

Last synced: 07 Apr 2025

https://github.com/mitmedialab/sherlock-project

This repository provides data and scripts to use Sherlock, a DL-based model for semantic data type detection: https://sherlock.media.mit.edu.

deep-learning semantic-table-interpretation semantic-type-detection tables

Last synced: 17 Jan 2026

https://github.com/sherylhyx/pytorch_geometric_signed_directed

PyTorch Geometric Signed Directed is a signed/directed graph neural network extension library for PyTorch Geometric. The paper is accepted by LoG 2023.

deep-learning directed-networks gnn graph-neural-netowrks machine-learning networks python pytorch pytorch-geometric signed-networks

Last synced: 16 May 2025

https://github.com/EmergentOrder/onnx-scala

An ONNX (Open Neural Network eXchange) API and backend for typeful, functional deep learning and classical machine learning in Scala 3

deep-learning deep-neural-networks dotty jvm machine-learning neural-network onnx scala scala3

Last synced: 13 May 2025

https://github.com/felixmohr/deep-learning-with-python

Example projects I completed to understand Deep Learning techniques with Tensorflow. Please note that I do no longer maintain this repository.

dcgan deep-learning gan generative-adversarial-network lstm neural-networks python python3 style-transfer tensorflow tensorflow-tutorials vae variational-autoencoder

Last synced: 30 Sep 2025

https://github.com/aradhye2002/ecodepth

[CVPR'2024] Official implementation of the paper "ECoDepth: Effective Conditioning of Diffusion Models for Monocular Depth Estimation"

cvpr2024 deep-learning depth-estimation metric-depth-estimation monocular-depth-estimation stable-diffusion zero-shot-transfer

Last synced: 05 May 2025

https://github.com/lucidrains/ddpm-proteins

A denoising diffusion probabilistic model (DDPM) tailored for conditional generation of protein distograms

artificial-intelligence deep-learning generative-model protein-structure

Last synced: 07 May 2025

https://github.com/senya-ashukha/real-nvp-pytorch

Real NVP PyTorch a Minimal Working Example | Normalizing Flow

deep-learning density-estimation nf normalizing-flow normalizing-flows pytorch real-nvp

Last synced: 05 Jul 2025

https://github.com/emergentorder/onnx-scala

An ONNX (Open Neural Network eXchange) API and backend for typeful, functional deep learning and classical machine learning in Scala 3

deep-learning deep-neural-networks dotty jvm machine-learning neural-network onnx scala scala3

Last synced: 04 Apr 2025

https://github.com/daniel-liu-c0deb0t/java-machine-learning

Deep learning library for Java, with fully connected, convolutional, and recurrent layers. Also features many gradient descent optimization algorithms.

deep-learning java

Last synced: 13 Apr 2025

https://github.com/xrsrke/toolformer

Implementation of Toolformer: Language Models Can Teach Themselves to Use Tools

deep-learning langchain language-model large-language-model pytorch toolformer

Last synced: 05 May 2025

https://github.com/deep-diver/cifar10-img-classification-tensorflow

image classification with CIFAR10 dataset w/ Tensorflow

cifar-10 convolutional-neural-networks deep-learning tensorflow

Last synced: 06 May 2025

https://github.com/hamelsmu/Seq2Seq_Tutorial

Code For Medium Article "How To Create Data Products That Are Magical Using Sequence-to-Sequence Models"

data-science deep-learning deeplearning keras keras-tutorials machine-learning medium-article nlp-machine-learning rnn-encoder-decoder seq2seq-tutorial sequence-to-sequence

Last synced: 26 Mar 2025

https://github.com/hailo-ai/hailort

An open source light-weight and high performance inference framework for Hailo devices

deep-learning edge-ai hardware-acceleration machine-learning neural-networks

Last synced: 05 Apr 2026

https://github.com/tensorlayer/chinese-book

《深度学习:一起玩转TensorLayer》资源分享、讨论

deep-learning tensorflow tensorlayer

Last synced: 24 Apr 2025

https://github.com/napsternxg/twitterner

Twitter named entity extraction for WNUT 2016 http://noisy-text.github.io/2016/ner-shared-task.html

deep-learning machine-learning named-entity-recognition natural-language-processing social-media twitter

Last synced: 17 Mar 2025

https://github.com/hamelsmu/seq2seq_tutorial

Code For Medium Article "How To Create Data Products That Are Magical Using Sequence-to-Sequence Models"

data-science deep-learning deeplearning keras keras-tutorials machine-learning medium-article nlp-machine-learning rnn-encoder-decoder seq2seq-tutorial sequence-to-sequence

Last synced: 16 Mar 2025

https://github.com/arian-askari/ChatGPT-RetrievalQA-CIKM2023

A dataset for training/evaluating Question Answering Retrieval models on ChatGPT responses with the possibility to training/evaluating on real human responses.

ai chatgpt chatgpt-information-retrieval chatgpt-ir data-augmentation dataset deep-learning gpt-3 gpt2 gpt3 information-retrieval information-retrieval-chatgpt ir ir-chatgpt machine-learning nlp openai python sequence-to-sequence text-retrieval

Last synced: 27 Mar 2025

https://github.com/MCG-NJU/MeMOTR

[ICCV 2023] MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking

computer-vision deep-learning multi-object-tracking tracking

Last synced: 20 Mar 2025

https://github.com/cwx-worst-one/eat

[IJCAI 2024] EAT: Self-Supervised Pre-Training with Efficient Audio Transformer

audio audio-classification deep-learning eat fairseq pytorch representation-learning self-supervised-learning

Last synced: 05 Apr 2025

https://github.com/microsoft/snca.pytorch

Improving Generalization via Scalable Neighborhood Component Analysis

computer-vision deep-learning eccv-2018 few-shot-learning nearest-neighbors transfer-learning visual-recognition

Last synced: 24 Oct 2025

https://github.com/npatta01/web-deep-learning-classifier

Deep Learning model to classify food (Web App)

deep-learning fastai heroku neural-network pytorch

Last synced: 26 Aug 2025

https://github.com/JPCERTCC/DetectLM

Detecting Lateral Movement with Machine Learning

deep-learning elasticsearch kibana machine-learning powershell python security

Last synced: 30 Apr 2025

https://github.com/rkwitt/quicksilver

Predictive Image Registration

deep-learning image-registration

Last synced: 10 Apr 2025

https://github.com/SherylHYX/pytorch_geometric_signed_directed

PyTorch Geometric Signed Directed is a signed/directed graph neural network extension library for PyTorch Geometric. The paper is accepted by LoG 2023.

deep-learning directed-networks gnn graph-neural-netowrks machine-learning networks python pytorch pytorch-geometric signed-networks

Last synced: 10 May 2025

Deep learning Awesome Lists
awesome-datascience 944 awesome-deep-learning 598 awesome-deep-learning-papers 238 awesome-production-machine-learning 548 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 1,525 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-Deblurring 444 awesome-anomaly-detection 138 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-backbones 82 Awesome-Dataset-Distillation 351 awesome-diarization 183 awesome-radar-perception 559