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/lucidrains/mlp-mixer-pytorch

An All-MLP solution for Vision, from Google AI

deep-learning vision

Last synced: 15 May 2025

https://github.com/sniklaus/sepconv-slomo

an implementation of Video Frame Interpolation via Adaptive Separable Convolution using PyTorch

cuda cupy deep-learning python pytorch

Last synced: 15 May 2025

https://github.com/dvgodoy/PyTorchStepByStep

Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"

cnn-pytorch deep-learning python pytorch pytorch-tutorial rnn-pytorch

Last synced: 22 Mar 2025

https://github.com/amusi/cv-company-list

中国提供计算机视觉(CV)算法岗位的公司名单,欢迎大家提交issues进行补充

computer-vision deep-learning jobs

Last synced: 17 Mar 2026

https://github.com/maxpumperla/deep_learning_and_the_game_of_go

Code and other material for the book "Deep Learning and the Game of Go"

alphago alphago-zero data-science deep-learning game-of-go games machine-learning neural-networks python

Last synced: 15 May 2025

https://github.com/wpeebles/gangealing

Official PyTorch Implementation of "GAN-Supervised Dense Visual Alignment" (CVPR 2022 Oral, Best Paper Finalist)

alignment computer-vision correspondence cvpr cvpr2022 deep-learning gan generative image-manipulation pytorch stylegan stylegan2 tracking

Last synced: 12 Apr 2025

https://github.com/NVIDIA-Merlin/HugeCTR

HugeCTR is a high efficiency GPU framework designed for Click-Through-Rate (CTR) estimating training

cpp deep-learning gpu-acceleration recommendation-system recommender-system

Last synced: 20 Jul 2025

https://github.com/imsheridan/DeepRec

推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction

computational-advertising deep-learning exploration-exploitation recommendation recommendation-system reinforcement-learning

Last synced: 29 Apr 2025

https://github.com/imsheridan/deeprec

推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction

computational-advertising deep-learning exploration-exploitation recommendation recommendation-system reinforcement-learning

Last synced: 20 Mar 2025

https://github.com/calciferzh/minimal-hand

A minimal solution to hand motion capture from a single color camera at over 100fps. Easy to use, plug to run.

3d-hand-pose-estimation computer-vision deep-learning hand-motion-capture hand-tracking

Last synced: 12 Apr 2025

https://github.com/deepmedic/deepmedic

Efficient Multi-Scale 3D Convolutional Neural Network for Segmentation of 3D Medical Scans

convolutional-neural-networks deep-learning machine-learning medical-imaging neural-networks

Last synced: 09 May 2025

https://github.com/thunlp/OpenDelta

A plug-and-play library for parameter-efficient-tuning (Delta Tuning)

deep-learning nlp nlp-library parameter-efficient-learning pretrained-language-model

Last synced: 09 May 2025

https://github.com/nvidia-merlin/hugectr

HugeCTR is a high efficiency GPU framework designed for Click-Through-Rate (CTR) estimating training

cpp deep-learning gpu-acceleration recommendation-system recommender-system

Last synced: 14 May 2025

https://github.com/andyzeng/visual-pushing-grasping

Train robotic agents to learn to plan pushing and grasping actions for manipulation with deep reinforcement learning.

3d artificial-intelligence computer-vision deep-learning deep-reinforcement-learning grasping manipulation pushing robotics vision

Last synced: 16 May 2025

https://github.com/harveyslash/facial-similarity-with-siamese-networks-in-pytorch

Implementing Siamese networks with a contrastive loss for similarity learning

deep-learning face-recognition neural-network pytorch pytorch-tutorial siamese-network

Last synced: 16 May 2025

https://github.com/NVIDIA/physicsnemo

Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods

deep-learning machine-learning nvidia-gpu physics pytorch

Last synced: 26 Mar 2025

https://github.com/bmw-innovationlab/bmw-tensorflow-training-gui

This repository allows you to get started with a gui based training a State-of-the-art Deep Learning model with little to no configuration needed! NoCode training with TensorFlow has never been so easy.

computer-vision computervision deep-learning deep-neural-networks deeplearning detection-api docker gui inference-api machine-learning neural-network no-code object-detection objectdetection resnet rest-api tensorboard tensorflow tensorflow-gui tensorflow2

Last synced: 02 Jul 2025

https://github.com/ailab-cvc/unireplknet

[CVPR'24] UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image Recognition

architecture artificial-intelligence convolutional-neural-networks deep-learning multimodal-learning

Last synced: 15 May 2025

https://github.com/descriptinc/melgan-neurips

GAN-based Mel-Spectrogram Inversion Network for Text-to-Speech Synthesis

deep-learning gans pytorch speech-synthesis

Last synced: 08 Oct 2025

https://github.com/jla524/fromthetensor

From the Tensor to Stable Diffusion, a rough outline for a 9 week course.

deep-learning pytorch tinygrad

Last synced: 16 May 2025

https://github.com/CalciferZh/minimal-hand

A minimal solution to hand motion capture from a single color camera at over 100fps. Easy to use, plug to run.

3d-hand-pose-estimation computer-vision deep-learning hand-motion-capture hand-tracking

Last synced: 01 May 2025

https://github.com/ericguo5513/humanml3d

HumanML3D: A large and diverse 3d human motion-language dataset.

dataset deep-learning motion-generation text-annotation

Last synced: 16 May 2025

https://github.com/uber-archive/plato-research-dialogue-system

This is the Plato Research Dialogue System, a flexible platform for developing conversational AI agents.

conversational-agent conversational-ai conversational-ui deep-learning dialogue-systems machine-learning nlp

Last synced: 14 May 2025

https://github.com/jacobgil/keras-dcgan

Keras implementation of Deep Convolutional Generative Adversarial Networks

artificial-images dcgan deep-learning gan keras keras-dcgan

Last synced: 12 Apr 2025

https://github.com/dmlc/dlpack

common in-memory tensor structure

deep-learning operator tensor

Last synced: 14 May 2025

https://github.com/pair-code/saliency

Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).

convolutional-neural-networks deep-learning deep-neural-networks ig-saliency image-recognition machine-learning object-detection saliency saliency-map smoothgrad tensorflow

Last synced: 05 Jul 2025

https://github.com/mpaepper/llm_agents

Build agents which are controlled by LLMs

deep-learning langchain llms machine-learning

Last synced: 14 May 2025

https://github.com/alexandre01/deepsvg

[NeurIPS 2020] Official code for the paper "DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation". Includes a PyTorch library for deep learning with SVG data.

autoencoder deep-learning deep-svg library machine-learning python pytorch sketch-rnn sketches svg svg-animations svg-vae transformer

Last synced: 05 May 2025

https://github.com/WenjieDu/PyPOTS

A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neural network models for scientific analysis tasks of imputation/classification/clustering/forecasting/anomaly detection/cleaning on incomplete industrial (irregularly-sampled) multivariate TS with NaN missing values

classification clustering data-mining data-science deep-learning forecasting healthcare imputation incomplete industrial interpolation machine-learning missing-values missingness neural-network partially-observed-time-series pytorch science-research time-series time-series-analysis

Last synced: 01 Apr 2025

https://github.com/gabrieleangeletti/Deep-Learning-TensorFlow

Ready to use implementations of various Deep Learning algorithms using TensorFlow.

deep-learning tensorflow

Last synced: 19 Jul 2025

https://github.com/allegro/allrank

allRank is a framework for training learning-to-rank neural models based on PyTorch.

click-model deep-learning information-retrieval learning-to-rank machine-learning ndcg python pytorch ranking transformer

Last synced: 07 Oct 2025

https://github.com/EricGuo5513/HumanML3D

HumanML3D: A large and diverse 3d human motion-language dataset.

dataset deep-learning motion-generation text-annotation

Last synced: 22 Mar 2025

https://github.com/BMW-InnovationLab/BMW-TensorFlow-Training-GUI

This repository allows you to get started with a gui based training a State-of-the-art Deep Learning model with little to no configuration needed! NoCode training with TensorFlow has never been so easy.

computer-vision computervision deep-learning deep-neural-networks deeplearning detection-api docker gui inference-api machine-learning neural-network no-code object-detection objectdetection resnet rest-api tensorboard tensorflow tensorflow-gui tensorflow2

Last synced: 07 Apr 2025

https://github.com/google/jaxopt

Hardware accelerated, batchable and differentiable optimizers in JAX.

bi-level deep-learning differentiable-programming jax optimization

Last synced: 21 Oct 2025

https://github.com/dmitryryumin/iccv-2023-papers

ICCV 2023 Papers: Discover cutting-edge research from ICCV 2023, the leading computer vision conference. Stay updated on the latest in computer vision and deep learning, with code included. ⭐ support visual intelligence development!

3d-graphics 3d-reconstruction biometrics computer-vision datasets deep-learning explainable-ai face-recognition gesture-recognition iccv iccv2023 image-processing image-synthesis multimodal-learning pattern-recognition photogrammetry pose-estimation robotics transfer-learning video-synthesis

Last synced: 16 May 2025

https://github.com/hyperai/tvm-cn

TVM Documentation in Chinese Simplified / TVM 中文文档

apache chinese-simplified deep-learning documentation gpu machine-learning translation tvm

Last synced: 20 Mar 2025

https://github.com/dnouri/nolearn

Combines the ease of use of scikit-learn with the power of Theano/Lasagne

deep-learning lasagne machine-learning scikit-learn

Last synced: 14 May 2025

https://github.com/PRBonn/lidar-bonnetal

Semantic and Instance Segmentation of LiDAR point clouds for autonomous driving

dataset deep-learning lidar ptcl segmentation semantic

Last synced: 20 Mar 2025

https://github.com/KartikChugh/Otto

Otto makes machine learning an intuitive, natural language experience. 🏆 Facebook AI Hackathon winner ⭐️ #1 Trending on MadeWithML.com ⭐️ #4 Trending JavaScript Project on GitHub ⭐️ #15 Trending (All Languages) on GitHub

artificial-intelligence automl chat-application deep-learning keras-tensorflow machine-learning natural-language-understanding python scikit-learn trending-repositories

Last synced: 31 Mar 2025

https://github.com/kartikchugh/otto

Otto makes machine learning an intuitive, natural language experience. 🏆 Facebook AI Hackathon winner ⭐️ #1 Trending on MadeWithML.com ⭐️ #4 Trending JavaScript Project on GitHub ⭐️ #15 Trending (All Languages) on GitHub

artificial-intelligence automl chat-application deep-learning keras-tensorflow machine-learning natural-language-understanding python scikit-learn trending-repositories

Last synced: 05 May 2025

https://github.com/MingSun-Tse/EfficientDNNs

Collection of recent methods on (deep) neural network compression and acceleration.

deep-learning deep-neural-networks efficient-deep-learning knowledge-distillation model-compression network-pruning

Last synced: 27 Apr 2025

https://github.com/pinto0309/onnx2tf

A tool for converting ONNX files to LiteRT/TFLite/TensorFlow, PyTorch native code (nn.Module), TorchScript (.pt), state_dict (.pt), Exported Program (.pt2), and Dynamo ONNX. It also supports direct conversion from LiteRT to PyTorch.

android coreml deep-learning docker keras litert lstm machine-learning model-converter models onnx pytorch quantization tensorflow tensorflow-lite tfjs tflite torchscript transformer

Last synced: 04 Jun 2026

https://github.com/hollance/YOLO-CoreML-MPSNNGraph

Tiny YOLO for iOS implemented using CoreML but also using the new MPS graph API.

core-ml deep-learning ios machine-learning metal mps swift yolo

Last synced: 21 Apr 2025

https://github.com/hollance/yolo-coreml-mpsnngraph

Tiny YOLO for iOS implemented using CoreML but also using the new MPS graph API.

core-ml deep-learning ios machine-learning metal mps swift yolo

Last synced: 13 Apr 2025

https://github.com/huawei-noah/bolt

Bolt is a deep learning library with high performance and heterogeneous flexibility.

android arm bolt caffe cnn cv deep-learning high-performance huawei inference ios mali mobile nlp noah onnx rnn tensorflow x86

Last synced: 16 May 2025

https://github.com/eaplatanios/tensorflow_scala

TensorFlow API for the Scala Programming Language

deep-learning machine-learning scala tensorflow

Last synced: 18 Aug 2025

https://github.com/raminmh/cfc

Closed-form Continuous-time Neural Networks

deep-learning neural-ode pytorch recurrent-neural-networks sequence-models tensorflow

Last synced: 16 May 2025

https://github.com/kujason/avod

Code for 3D object detection for autonomous driving

deep-learning object-detection

Last synced: 20 Mar 2025

https://github.com/Machine-Learning-Tokyo/DL-workshop-series

Material used for Deep Learning related workshops for Machine Learning Tokyo (MLT)

cnn-keras convolutional-neural-networks deep-learning keras workshop

Last synced: 26 Mar 2025

https://github.com/whitelok/image-text-localization-recognition

A general list of resources to image text localization and recognition 场景文本位置感知与识别的论文资源与实现合集 シーンテキストの位置認識と識別のための論文リソースの要約

awesome convolutional-neural-networks deep-learning deep-learning-algorithms machine-learning ocr scene-texts text-detection text-extraction text-recognition

Last synced: 20 Mar 2025

https://github.com/cure-lab/magicdrive

[ICLR24] Official implementation of the paper “MagicDrive: Street View Generation with Diverse 3D Geometry Control”

autonomous-vehicles deep-learning diffusion-models image-generation pytorch video-generation

Last synced: 15 May 2025

https://github.com/Liuhong99/Sophia

The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”

deep-learning large-language-models optimizer

Last synced: 05 Apr 2025

https://github.com/machine-learning-tokyo/dl-workshop-series

Material used for Deep Learning related workshops for Machine Learning Tokyo (MLT)

cnn-keras convolutional-neural-networks deep-learning keras workshop

Last synced: 26 Oct 2025

https://github.com/uber/neuropod

A uniform interface to run deep learning models from multiple frameworks

deep-learning deeplearning incubation inference keras machine-learning machinelearning pytorch tensorflow

Last synced: 11 Jun 2025

https://github.com/PAIR-code/saliency

Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).

convolutional-neural-networks deep-learning deep-neural-networks ig-saliency image-recognition machine-learning object-detection saliency saliency-map smoothgrad tensorflow

Last synced: 08 May 2025

https://github.com/AILab-CVC/UniRepLKNet

[CVPR'24] UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image Recognition

architecture artificial-intelligence convolutional-neural-networks deep-learning multimodal-learning

Last synced: 20 Mar 2025

https://github.com/jacobgil/vit-explain

Explainability for Vision Transformers

deep-learning explainable-ai pytorch transformer vision-transformer

Last synced: 04 Apr 2025

https://github.com/GoGoDuck912/Self-Correction-Human-Parsing

An out-of-box human parsing representation extractor.

computer-vision deep-learning human-parsing semantic-segmentation

Last synced: 16 Mar 2025

https://github.com/allegro/allRank

allRank is a framework for training learning-to-rank neural models based on PyTorch.

click-model deep-learning information-retrieval learning-to-rank machine-learning ndcg python pytorch ranking transformer

Last synced: 29 Apr 2025

https://github.com/huggingface/torchmoji

😇A pyTorch implementation of the DeepMoji model: state-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc

deep-learning machine-learning natural-language-processing python pytorch

Last synced: 14 Oct 2025

https://github.com/akramz/hands-on-machine-learning-with-scikit-learn-keras-and-tensorflow

Notes & exercise solutions of Part I from the book: "Hands-On ML with Scikit-Learn, Keras & TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems" by Aurelien Geron

artificial-intelligence deep-learning machine-learning neural-networks notebooks scikit-learn

Last synced: 16 May 2025

https://github.com/FluxML/model-zoo

Please do not feed the models

deep-learning flux julia machine-learning model-zoo

Last synced: 24 Mar 2025

https://github.com/fluxml/model-zoo

Please do not feed the models

deep-learning flux julia machine-learning model-zoo

Last synced: 14 May 2025

https://github.com/philipperemy/deep-speaker

Deep Speaker: an End-to-End Neural Speaker Embedding System.

deep-learning deep-speaker keras tensorflow

Last synced: 16 May 2025

https://github.com/huggingface/torchMoji

😇A pyTorch implementation of the DeepMoji model: state-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc

deep-learning machine-learning natural-language-processing python pytorch

Last synced: 03 Apr 2025

https://github.com/nv-tlabs/gscnn

Gated-Shape CNN for Semantic Segmentation (ICCV 2019)

computer-vision deep-learning iccv2019 nv-tlabs pytorch semantic-boundaries semantic-segmentation

Last synced: 16 May 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-World-Model 725 Awesome-Diffusion-Models-in-Medical-Imaging 572 Awesome-FL 4,069 Awesome-Dataset-Distillation 351 awesome-backbones 82 awesome-diarization 182 awesome-deep-trading 94 awesome-radar-perception 559