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/hachmannlab/chemml

ChemML is a machine learning and informatics program suite for the chemical and materials sciences.

data-science deep-learning drug-discovery machine-learning materials-informatics quantum-mechanics

Last synced: 21 Oct 2025

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

Implementation of TiTok, proposed by Bytedance in "An Image is Worth 32 Tokens for Reconstruction and Generation"

artificial-intelligence deep-learning image-generation vector-quantization

Last synced: 07 Apr 2025

https://github.com/ethancaballero/improved-dynamic-memory-networks-dmn-plus

Theano Implementation of DMN+ (Improved Dynamic Memory Networks) from the paper by Xiong, Merity, & Socher at MetaMind, http://arxiv.org/abs/1603.01417 (Dynamic Memory Networks for Visual and Textual Question Answering)

babi-tasks deep-learning deep-neural-networks neural-network nlp question-answering

Last synced: 30 Oct 2025

https://github.com/cnstark/gputasker

An awesome gpu tasks scheduler. 轻量好用的GPU机群任务调度工具。觉得有用可以点个star

deep-learning django gpu gpu-monitoring gpustat nvidia nvidia-gpu task-manager task-queue task-scheduler

Last synced: 06 Oct 2025

https://github.com/clovaai/lffont

Official PyTorch implementation of LF-Font (Few-shot Font Generation with Localized Style Representations and Factorization) AAAI 2021

aaai2021 deep-learning font font-generation generative-models lf-font machine-learning pytorch

Last synced: 06 Oct 2025

https://github.com/vietnh1009/ssd-pytorch

SSD: Single Shot MultiBox Detector pytorch implementation focusing on simplicity

computer-vision deep-learning deep-neural-networks deeplearning detection detector neural-networks object-detection pytorch ssd ssdlite

Last synced: 10 Oct 2025

https://github.com/greenelab/tybalt

Training and evaluating a variational autoencoder for pan-cancer gene expression data

analysis autoencoder cancer cancer-genomics deep-learning gene-expression script tool unsupervised-learning variational-autoencoder variational-autoencoders

Last synced: 06 Mar 2026

https://github.com/nadeemlab/DeepLIIF

Deep Learning Inferred Multiplex ImmunoFluorescence for IHC Image Quantification (https://deepliif.org) [Nature Machine Intelligence'22, CVPR'22, MICCAI'23, Histopathology'23, MICCAI'24]

ai-ready cell-biology cell-segmentation cloud-native-applications datasets deep-learning digital-pathology image-segmentation immunohistochemical-images immunohistochemistry multiplex multitask-learning pathology pathology-gan pathology-image pytorch segmentation stitching super-resolution whole-slide-imaging

Last synced: 06 May 2025

https://github.com/aquaskyline/clairvoyante

Clairvoyante: a multi-task convolutional deep neural network for variant calling in Single Molecule Sequencing

bioinformatics computational-biology deep-learning variant-calling

Last synced: 13 Apr 2025

https://github.com/batra-mlp-lab/visdial-rl

PyTorch code for Learning Cooperative Visual Dialog Agents using Deep Reinforcement Learning

computer-vision deep-learning natural-language-processing pytorch visual-dialog

Last synced: 22 Feb 2026

https://github.com/PRBonn/MapMOS

Building Volumetric Beliefs for Dynamic Environments Exploiting Map-Based Moving Object Segmentation (RAL 2023)

cloud deep-learning map minkowski-engine minkowskiengine mos moving object point point-cloud segmentation static

Last synced: 12 Oct 2025

https://github.com/mrdbourke/airbnb-amenity-detection

Repo for 42 days project to replicate/improve Airbnb's amenity (object) detection pipeline.

airbnb-amenity-detection computer-vision deep-learning detectron2 machine-learning machine-learning-project object-detection

Last synced: 09 Apr 2025

https://github.com/daniil-osokin/gccpm-look-into-person-cvpr19.pytorch

Fast and accurate single-person pose estimation, ranked 10th at CVPR'19 LIP challenge. Contains implementation of "Global Context for Convolutional Pose Machines" paper.

convolutional-pose-machines cvpr2019 deep-learning human-pose human-pose-estimation lightweight look-into-person openvino pose-estimation pytorch real-time single-person

Last synced: 21 Aug 2025

https://github.com/TristanBilot/mlx-benchmark

Benchmark of Apple MLX operations on all Apple Silicon chips (GPU, CPU) + MPS and CUDA.

apple-silicon benchmark deep-learning machine-learning mlx pytorch

Last synced: 18 Jul 2025

https://github.com/fastaudio/fastaudio

🔊 Audio and fastai v2

audio deep-learning fastai gpu python pytorch

Last synced: 14 Mar 2026

https://github.com/jeromerony/dml_cross_entropy

Code for the paper "A unifying mutual information view of metric learning: cross-entropy vs. pairwise losses" (ECCV 2020 - Spotlight)

cross-entropy deep-learning metric-learning

Last synced: 06 Oct 2025

https://github.com/zfturbo/classification_models_3d

Set of models for classifcation of 3D volumes

3d-classification deep-learning image-classification keras

Last synced: 05 Apr 2025

https://github.com/sebastianruder/learn-to-select-data

Code for Learning to select data for transfer learning with Bayesian Optimization

deep-learning machine-learning natural-language-processing transfer-learning

Last synced: 08 Mar 2026

https://github.com/Graph-COM/GSAT

[ICML 2022] Graph Stochastic Attention (GSAT) for interpretable and generalizable graph learning.

deep-learning graph-neural-networks interpretability interpretable-machine-learning pytorch xai

Last synced: 21 Jul 2025

https://github.com/matlab-deep-learning/reinforcement_learning_financial_trading

MATLAB example on how to use Reinforcement Learning for developing a financial trading model

algorithmic-trading deep-learning example matlab matlab-deep-learning reinforcement-learning

Last synced: 28 Jun 2025

https://github.com/lixinsu/RCZoo

question answering, reading comprehension toolkit

deep-learning question-answering reading-comprehension

Last synced: 06 May 2025

https://github.com/nihui/ncnn-android-squeezenet

The squeezenet image classification android example

android arm cpu deep-learning gpu ncnn neural-network squeezenet vulkan

Last synced: 04 Apr 2025

https://github.com/syn-mcj/tfclassify-unity

An example of using Tensorflow with Unity for image classification and object detection.

csharp deep-learning image-classification object-detection object-recognition tensorflow tensorflowsharp unity unity3d

Last synced: 11 Sep 2025

https://github.com/nocotan/pytorch-lightning-gans

Collection of PyTorch Lightning implementations of Generative Adversarial Network varieties presented in research papers.

deep-learning gans generative-adversarial-network neural-networks pytorch pytorch-implementation pytorch-lightning

Last synced: 17 Jan 2026

https://github.com/mftnakrsu/automatic_number_plate_recognition_yolo_ocr

Automatic number plate recognition using tech: Yolo, OCR, Scene text detection, scene text recognation, flask, torch

ai artificial-intelligence computer-vision csv database deep-learning detection easyocr flask machine-learning object object-detection ocr opencv paddleocr python realtime yolo yolov5

Last synced: 11 May 2026

https://github.com/cortictechnology/cep

CEP is a software platform designed for users that want to learn or rapidly prototype using standard A.I. components.

artificial-intelligence computer-vision deep-learning edge-computing iot lego-mindstorms natural-language-processing oak-d opencv raspberry-pi smarthome speech-generation speech-recognition visual-programming

Last synced: 11 Apr 2026

https://github.com/tiger-ai-lab/imagenhub

A one-stop library to standardize the inference and evaluation of all the conditional image generation models. (ICLR 2024)

deep-learning diffusion-models generative-ai generative-art image-editing image-generation pytorch stable-diffusion

Last synced: 12 Apr 2025

https://github.com/parasj/contracode

Contrastive Code Representation Learning: functionality-based JavaScript embeddings through self-supervised learning

compiler contrastive-learning deep-learning machine-learning momentum-contrast programming-language pytorch

Last synced: 08 Sep 2025

https://github.com/facebookresearch/neuroai

Python suite for neuroscience research across all modalities.

deep-learning neuroscience

Last synced: 15 May 2026

https://github.com/aidos-lab/pytorch-topological

A topological machine learning framework based on PyTorch

deep-learning pytorch topological-data-analysis topological-machine-learning

Last synced: 05 Apr 2025

https://github.com/Syn-McJ/TFClassify-Unity

An example of using Tensorflow with Unity for image classification and object detection.

csharp deep-learning image-classification object-detection object-recognition tensorflow tensorflowsharp unity unity3d

Last synced: 25 Apr 2025

https://github.com/lucidrains/bidirectional-cross-attention

A simple cross attention that updates both the source and target in one step

artificial-intelligence attention-mechanism deep-learning

Last synced: 07 Apr 2025

https://github.com/lululxvi/tutorials

Tutorials on deep learning, Python, and dissipative particle dynamics

deep-learning neural-network python toturial

Last synced: 20 Aug 2025

https://github.com/ViCCo-Group/THINGSvision

Python package for extracting representations from state-of-the-art computer vision models

alignment cognitive-science computer-vision deep-learning neural-networks pytorch representations tensorflow

Last synced: 08 May 2025

https://github.com/laion-ai/scaling-laws-openclip

Reproducible scaling laws for contrastive language-image learning (https://arxiv.org/abs/2212.07143)

clip deep-learning few-shot-learning fine-tuning laion openclip pre-training pytorch scaling-laws transfer-learning zero-shot-classification zero-shot-retrieval

Last synced: 07 May 2025

https://github.com/modelzoo/modelzoo

A Scaffold to help you build Deep Learning Model much more easily, implemented with TensorFlow 2.0

deep-learning keras modelzoo tensorflow

Last synced: 09 Apr 2025

https://github.com/carlosholivan/musicaiz

A python framework for symbolic music generation, evaluation and analysis

audio deep-learning machine-learning mir music music-generation music-information-retrieval python symbolic

Last synced: 14 Jul 2025

https://github.com/yu4u/cutout-random-erasing

Cutout / Random Erasing implementation, especially for ImageDataGenerator in Keras

cutout deep-learning deeplearning keras random-erasing

Last synced: 25 Mar 2025

https://github.com/compvis/brushstroke-parameterized-style-transfer

TensorFlow implementation of our CVPR 2021 Paper "Rethinking Style Transfer: From Pixels to Parameterized Brushstrokes".

computer-vision deep-learning differentiable-rendering style-transfer

Last synced: 24 Jul 2025

https://github.com/mouseland/facemap

Framework for predicting neural activity from mouse orofacial movements tracked using a pose estimation model. Package also includes singular value decomposition (SVD) of behavioral videos.

behavior deep-learning gui matlab-gui movie neuroscience pose-estimation pupil python pytorch rodents

Last synced: 08 Apr 2025

https://github.com/CompVis/brushstroke-parameterized-style-transfer

TensorFlow implementation of our CVPR 2021 Paper "Rethinking Style Transfer: From Pixels to Parameterized Brushstrokes".

computer-vision deep-learning differentiable-rendering style-transfer

Last synced: 03 Apr 2025

https://github.com/imfing/audio-classification

:musical_score: Environmental sound classification using Deep Learning with extracted features

deep-learning

Last synced: 16 Mar 2025

https://github.com/onnx/onnx-caffe2

Caffe2 implementation of Open Neural Network Exchange (ONNX)

caffe2 deep-learning deep-neural-networks

Last synced: 21 Oct 2025

https://github.com/mahmoudnafifi/WB_color_augmenter

WB color augmenter improves the accuracy of image classification and image semantic segmentation methods by emulating different WB effects (ICCV 2019) [Python & Matlab].

cnn color-augmentation color-constancy color-correction computer-vision data-augmentation deep-learning deep-neural-network deeplearning iccv19 iccv2019 image-augmentation image-classification semantic-segmentation white-balance whitebalance

Last synced: 08 May 2025

https://github.com/cleanpegasus/tensordash

TensorDash is an application that lets you remotely monitor your deep learning model's metrics and notifies you when your model training is completed or crashed.

android deep-learning fastai java keras machine-learning pypi python python-package pytorch remote-monitoring tensorflow

Last synced: 07 Apr 2025

https://github.com/richzhang/antialiased-cnns

Repository has been moved: https://github.com/adobe/antialiased-cnns

convolutional-networks convolutional-neural-networks deep-learning icml-2019 shift-equivariant shift-invariant

Last synced: 11 Feb 2026

https://khuyentran1401.github.io/machine-learning-articles/

List of interesting articles on different topics of machine learning and deep learning

ai articles-summaries artificial-intelligence awesome-list datascience deep-learning machinelearning neural-network

Last synced: 06 May 2025

https://github.com/wkcn/MobulaOP

A Simple & Flexible Cross Framework Operators Toolkit

cross-framework cupy deep-learning mxnet numpy operators pytorch scientific-computing

Last synced: 17 Apr 2025

https://github.com/vietnh1009/street-fighter-a3c-icm-pytorch

Curiosity-driven Exploration by Self-supervised Prediction for Street Fighter III Third Strike

a3c ai curiosity-driven deep-learning icm python3 reinforcement-learning street-fighter

Last synced: 09 Oct 2025

https://github.com/jinglescode/time-series-forecasting-tensorflowjs

Pull stock prices from online API and perform predictions using Long Short Term Memory (LSTM) with TensorFlow.js framework

deep-learning javascript lstm machine-learning neural-network rnn tensorflow tensorflowjs time-series-forecasting

Last synced: 21 Aug 2025

https://github.com/bytedance/largebatchctr

Large batch training of CTR models based on DeepCTR with CowClip.

ctr deep-learning recommendation-system

Last synced: 21 Aug 2025

https://github.com/cifkao/groove2groove

Code for "Groove2Groove: One-Shot Music Style Transfer with Supervision from Synthetic Data"

deep-learning magenta music-style-transfer neural-network paper papers-with-code style-transfer tensorflow

Last synced: 07 Mar 2026

https://github.com/bytedance/LargeBatchCTR

Large batch training of CTR models based on DeepCTR with CowClip.

ctr deep-learning recommendation-system

Last synced: 20 Jul 2025

https://github.com/vietnh1009/SSD-pytorch

SSD: Single Shot MultiBox Detector pytorch implementation focusing on simplicity

computer-vision deep-learning deep-neural-networks deeplearning detection detector neural-networks object-detection pytorch ssd ssdlite

Last synced: 19 Jul 2025

https://github.com/forestagostinelli/DeepCubeA

Code for DeepCubeA, a Deep Reinforcement Learning algorithm that can learn to solve the Rubik's cube.

astar-search deep-learning deep-reinforcement-learning deepcube deepcubea python3 pytorch reinforcement-learning rubiks-cube search

Last synced: 22 Jul 2025

https://github.com/CleanPegasus/TensorDash

TensorDash is an application that lets you remotely monitor your deep learning model's metrics and notifies you when your model training is completed or crashed.

android deep-learning fastai java keras machine-learning pypi python python-package pytorch remote-monitoring tensorflow

Last synced: 08 May 2025

https://github.com/lyh-yf/mwptoolkit

MWPToolkit is an open-source framework for math word problem(MWP) solvers.

deep-learning graph-to-tree math-word-problem pretrained-language-model pytorch sequence-to-sequence sequence-to-tree

Last synced: 08 Oct 2025

https://github.com/yinguobing/facial-landmark-detection-hrnet

A TensorFlow implementation of HRNet for facial landmark detection.

deep-learning facial-landmarks hrnet tensorflow

Last synced: 06 Sep 2025

https://github.com/Agri-Hub/Callisto-Dataset-Collection

A list of datasets aiming to enable Artificial Intelligence applications that use Copernicus data.

data-repository dataset datasets deep-learning machine-learning machine-learning-datasets remote-sensing satellite-imagery

Last synced: 09 Apr 2025

https://github.com/nvidia/torchfort

An Online Deep Learning Interface for HPC programs on NVIDIA GPUs

deep-learning fortran libtorch pytorch

Last synced: 04 Apr 2025

https://github.com/kevinzakka/clip_playground

An ever-growing playground of notebooks showcasing CLIP's impressive zero-shot capabilities

colab-notebook deep-learning openai vision-and-language

Last synced: 24 Mar 2025

https://github.com/lucidrains/llama-qrlhf

Implementation of the Llama architecture with RLHF + Q-learning

artificial-intelligence attention deep-learning q-learning

Last synced: 05 Apr 2025

https://github.com/dolongbien/humanbehaviorbku

Abnormal Human Behaviors Detection/ Road Accident Detection From Surveillance Videos/ Real-World Anomaly Detection in Surveillance Videos/ C3D Feature Extraction

3d-convolutional-network abnormal-behavior-detection anomaly-detection c3d c3d-intel-caffe caffe deep-learning django-application human-activity-recognition human-behavior keras multiple-instance-learning ranking-loss road-accident-dataset road-accident-detection theano

Last synced: 07 May 2025

https://github.com/lucidrains/invariant-point-attention

Implementation of Invariant Point Attention, used for coordinate refinement in the structure module of Alphafold2, as a standalone Pytorch module

artificial-intelligence deep-learning protein-folding

Last synced: 07 Apr 2025

https://github.com/geekjr/quickai

QuickAI is a Python library that makes it extremely easy to experiment with state-of-the-art Machine Learning models.

ai artificial-intelligence bert deep-learning dl easy-to-use fast gpt gpt-neo huggingface-transformers ml neural-network nlp object-detection python pytorch quickai research tensorflow2 yolo

Last synced: 20 Apr 2025

https://github.com/shubhtuls/drc

Code release for "Multi-view Supervision for Single-view Reconstruction via Differentiable Ray Consistency" (CVPR 2017)

3d-reconstruction deep-learning weakly-supervised

Last synced: 08 May 2025

https://github.com/yeyupiaoling/classificationforandroid

在Android使用深度学习模型实现图像识别,本项目提供了多种使用方式,使用到的框架如下:Tensorflow Lite、Paddle Lite、MNN、TNN

classification deep-learning mnn paddlepaddle tensorflow2 tnn

Last synced: 16 Mar 2026

https://github.com/Yachay-AI/byt5-geotagging

Confidence and Byt5 - based geotagging model predicting coordinates from text alone.

coordinates deep-learning geo-location geotagging machine-learning neural-network nlp nlp-machine-learning python pytorch transformers

Last synced: 05 Apr 2025

https://github.com/MaybeShewill-CV/segment-anything-u-specify

using clip and sam to segment any instance you specify with text prompt of any instance names

deep-learning instance-segmentation object-detection sam-model segment-anything

Last synced: 06 May 2025

https://github.com/gizatechxyz/orion

ONNX Runtime in Cairo 1.0 for verifiable ML inference using STARK

cairo-lang deep-learning machine-learning onnx starknet tensorflow

Last synced: 08 Apr 2025

https://github.com/lucidrains/h-transformer-1d

Implementation of H-Transformer-1D, Hierarchical Attention for Sequence Learning

artificial-intelligence attention attention-mechanism deep-learning transformer

Last synced: 24 Aug 2025

https://github.com/nv-nguyen/gigapose

[CVPR 2024] PyTorch implementation of GigaPose: Fast and Robust Novel Object Pose Estimation via One Correspondence

6d-pose-estimation 6dof deep-learning object-pose-estimation pose-estimation

Last synced: 23 Jun 2026

https://github.com/Netease-Games-AI-Lab-Guangzhou/PerfectDou

[NeurIPS 2022] PerfectDou: Dominating DouDizhu with Perfect Information Distillation

deep-learning gameai imperfect-information-games pocker reinforcement-learning

Last synced: 12 May 2025

https://github.com/barisyazici/deep-rl-grasping

Train deep reinforcement learning model for robotics grasping. Choose from different perception layers raw Depth, RGBD and autoencoder. Test the learned models in different scenes and object datasets

deep-learning kuka machine-learning open-ai pybullet reinfrocement-learning robotics

Last synced: 09 Apr 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