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/mallahyari/llm-hub

A curated collection of interesting applications, repos, and tutorials using large language models (LLM) like GPT-3

chatgpt deep-learning gpt-3 gpt-4 language-model llms nlp openai

Last synced: 24 Mar 2025

https://github.com/ndrplz/dilation-tensorflow

A native Tensorflow implementation of semantic segmentation according to Multi-Scale Context Aggregation by Dilated Convolutions (2016). Optionally uses the pretrained weights by the authors.

deep-learning dilation-tensorflow pretrained-weights segmentation semantic-segmentation tensorflow

Last synced: 10 Jul 2025

https://github.com/bytedance/sptsv2

The official implementation of SPTS v2: Single-Point Text Spotting

artificial-intelligence computer-vision deep-learning ocr research

Last synced: 18 Aug 2025

https://github.com/VSainteuf/utae-paps

PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.

agriculture computer-vision deep-learning iccv iccv2021 panoptic-segmentation satellite-imagery self-attention semantic-segmentation sentinel-2

Last synced: 08 May 2025

https://github.com/tthtlc/awesome-source-analysis

Source code understanding via Machine Learning techniques

automated-programming deep-learning machine-learning source-code-analysis

Last synced: 11 Apr 2026

https://github.com/hsinyuan-huang/FusionNet-NLI

An example for applying FusionNet to Natural Language Inference

deep-learning machine-comprehension nlp

Last synced: 19 Jul 2025

https://github.com/rl-tools/rl-tools

A Fast, Portable Deep Reinforcement Learning Library for Continuous Control

continuous-control cpp deep-learning mujoco reinforcement-learning robotics tinyml tinyrl

Last synced: 03 Nov 2025

https://github.com/tmabraham/upit

A fastai/PyTorch package for unpaired image-to-image translation.

cyclegan deep-learning fastai image-to-image-translation nbdev pytorch

Last synced: 02 Mar 2026

https://github.com/tmabraham/UPIT

A fastai/PyTorch package for unpaired image-to-image translation.

cyclegan deep-learning fastai image-to-image-translation nbdev pytorch

Last synced: 04 Apr 2025

https://github.com/zhangzhengde0225/CDNet

The tutorials, datasets and source codes of the crosswalk detection (zebra crossing detection) network, which is robust in real scenes and real-time in Jetson nano. cross. detect. pedestrian.

crosswalk crosswalk-detection deep-learning jetson-nano nvidia object-detection zebra zebra-crossing

Last synced: 20 Mar 2025

https://github.com/arthurdouillard/deepcourse

Learn the Deep Learning for Computer Vision in three steps: theory from base to SotA, code in PyTorch, and space-repetition with Anki

anki computer-vision course deep-learning pytorch research

Last synced: 30 Oct 2025

https://github.com/isikdogan/deepwatermap

a deep model that segments water on multispectral images

deep-learning image-processing landsat landsat-imagery remote-sensing sentinel-2

Last synced: 08 May 2025

https://github.com/dlpbc/keras-kinetics-i3d

keras implementation of inflated 3d from Quo Vardis paper + weights

action-recognition computer-vision deep-learning pretrained-kinetics-model

Last synced: 26 Jul 2025

https://github.com/dragen1860/deep-learning-with-pytorch-book

PyTorch深度学习开源甡子书

deep-learning pytorch

Last synced: 14 Apr 2025

https://github.com/olivia-ai/the-math-behind-a-neural-network

Mathematics paper recapitulating the calculus behind a neural network and its back propagation

artificial-neural-network backpropagation deep-learning forward-propagation guide machine-learning math neural-network

Last synced: 16 Jan 2026

https://github.com/icon-lab/syndiff

Official PyTorch implementation of SynDiff described in the paper (https://arxiv.org/abs/2207.08208).

deep-learning denoising-diffusion-models diffusion-model diffusion-models image-synthesis image-to-image-translation medical-image-synthesis medical-imaging unsupervised

Last synced: 06 Apr 2025

https://github.com/crlandsc/tiny-audio-diffusion

A repository for generating and training short audio samples with unconditional waveform diffusion on accessible consumer hardware (<2GB VRAM GPU)

deep-learning diffusion generative-audio machine-learning

Last synced: 30 Jan 2026

https://github.com/amazon-science/tanl

Structured Prediction as Translation between Augmented Natural Languages

deep-learning natural-language-processing pytorch

Last synced: 03 May 2025

https://github.com/abdulfatir/prototypical-networks-tensorflow

Tensorflow implementation of NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

deep-learning few-shot ipython-notebook miniimagenet nips-2017 omniglot one-shot-learning tensorflow

Last synced: 04 Oct 2025

https://github.com/siboehm/shallowspeed

Small scale distributed training of sequential deep learning models, built on Numpy and MPI.

deep-learning distributed-computing pipelines

Last synced: 02 Mar 2026

https://github.com/fepegar/unet

"pip install unet": PyTorch Implementation of 1D, 2D and 3D U-Net architecture.

convolutional-neural-networks deep-learning medical-imaging unet unet-image-segmentation unet-pytorch

Last synced: 07 Oct 2025

https://sweppner.github.io/labeld/

LabelD is a quick and easy-to-use image annotation tool, built for academics, data scientists, and software engineers to enable single track or distributed image tagging. LabelD supports both localized, in-image (multi-)tagging, as well as image categorization.

annotations data-tagging deep-learning deep-neural-networks image-annotation image-classification

Last synced: 11 May 2025

https://github.com/A-baoYang/alpaca-7b-chinese

Finetune LLaMA-7B with Chinese instruction datasets

alpaca chatgpt deep-learning fine-tuning instruction-following llm lora nlp pytorch

Last synced: 14 Mar 2025

https://github.com/ibaigorordo/sapiens-pytorch-inference

Minimal code and examnples for inferencing Sapiens foundation human models in Pytorch

computer-vision deep-learning depth-estimation inference pose-estimation python pytorch semantic-segmentation

Last synced: 04 Apr 2025

https://github.com/lucidrains/contrastive-learner

A simple to use pytorch wrapper for contrastive self-supervised learning on any neural network

artificial-intelligence contrastive-loss deep-learning self-supervised-learning

Last synced: 06 May 2025

https://github.com/cwerner/fastclass

Little tools to download and then weed through images, delete and classify them into groups for building deep learning image datasets (based on crawler and tkinter)

deep-learning gui labeling

Last synced: 05 Apr 2025

https://github.com/sweppner/labeld

LabelD is a quick and easy-to-use image annotation tool, built for academics, data scientists, and software engineers to enable single track or distributed image tagging. LabelD supports both localized, in-image (multi-)tagging, as well as image categorization.

annotations data-tagging deep-learning deep-neural-networks image-annotation image-classification

Last synced: 12 May 2025

https://github.com/dipanjans/nlp_workshop_odsc_europe20

Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage machine learning, deep learning and deep transfer learning to learn and solve popular tasks using NLP including NER, Classification, Recommendation \ Information Retrieval, Summarization, Classification, Language Translation, Q&A and Topic Models.

deep-learning gensim jupyter-notebook machine-learning natural-language-processing nltk python pytorch scikit-learn spacy tensorflow transfer-learning transformers

Last synced: 18 Sep 2025

https://github.com/differential-machine-learning/notebooks

Implement, demonstrate, reproduce and extend the results of the Risk articles 'Differential Machine Learning' (2020) and 'PCA with a Difference' (2021) by Huge and Savine, and cover implementation details left out from the papers.

aad automatic-differentiation backpropagation computational-finance deep-learning derivatives machine-learning notebooks pricing quantitative-finance regression-models risk-magazine risk-management tensorflow

Last synced: 29 Sep 2025

https://github.com/yusugomori/deeplearning-tf2

Deep learning model zoo with TensorFlow 2.X (& Keras)

deep-learning keras tensorflow tensorflow2

Last synced: 03 Aug 2025

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

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deep-learning natural-language-processing python pytorch

Last synced: 18 Mar 2026

https://github.com/ml-gde/e2e-tflite-tutorials

Project tracking of the "Mobile ML Working Group", for the End-to-End TensorFlow Lite tutorials.

colab-notebook deep-learning tensorflow-lite tflite-model tutorials

Last synced: 14 May 2025

https://github.com/chaitjo/personalized-dialog

Code for the paper 'Personalization in Goal-oriented Dialog' (NeurIPS 2017 Conversational AI Workshop)

babi-tasks chatbots dataset deep-learning dialog memory-networks personalization tensorflow

Last synced: 15 Apr 2025

https://github.com/kamo-naoyuki/pytorch_convolutional_rnn

PyTorch implementation of Convolutional Recurrent Neural Network

cnn crnn deep-learning pytorch rnn

Last synced: 25 Jul 2025

https://github.com/eliahuhorwitz/3d-ads

Official Implementation for the "Back to the Feature: Classical 3D Features are (Almost) All You Need for 3D Anomaly Detection" paper (VAND Workshop - CVPR 2023).

anomaly-detection anomaly-segmentation deep-learning machine-learning mvtec-3d-ad mvtec-ad point-cloud pytorch unsupervised-learning

Last synced: 30 Jul 2025

https://github.com/yifan-song793/eto

Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)

agent deep-learning large-language-models llm llms natural-language-processing

Last synced: 05 Apr 2025

https://github.com/fhamborg/newsmtsc

Target-dependent sentiment classification in news articles reporting on political events. Includes a high-quality data set of over 11k sentences and a state-of-the-art classification model.

cuda dataset deep-learning news-articles pytorch sentiment-analysis sentiment-classification text-classification tsc

Last synced: 07 Apr 2025

https://github.com/triton-inference-server/dali_backend

The Triton backend that allows running GPU-accelerated data pre-processing pipelines implemented in DALI's python API.

dali data-preprocessing deep-learning fast-data-pipeline gpu image-processing nvidia-dali python

Last synced: 04 Apr 2025

https://github.com/jakowenko/phrame

AI-powered digital picture frame. Generate captivating and unique art from spoken conversations.

ai ai-art art chatgpt dalle dalle2 deep-learning deepai generative-art gpt image-generation leonardo midjourney openai stabilityai stable-diffusion text2image txt2img upscaling wombo-dream

Last synced: 16 Mar 2025

https://github.com/spijkervet/byol

Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning

byol deep-learning pytorch self-supervised-learning

Last synced: 01 Jul 2025

https://github.com/mahmoodlab/mil-lab

Feather - Lightweight supervised slide foundation models (ICML 2025)

deep-learning foundation-model histology pathology whole-slide-image

Last synced: 16 Feb 2026

https://github.com/alibaba/graphlearn-for-pytorch

A GPU-accelerated graph learning library for PyTorch, facilitating the scaling of GNN training and inference.

deep-learning distributed gpu graph-neural-networks pytorch

Last synced: 16 May 2025

https://github.com/opengeos/geospatial-ml

A Python package for installing commonly used packages for geospatial analysis and machine learning with only one command.

deep-learning geospatial machine-learning

Last synced: 06 Jun 2026

https://github.com/brightxiaohan/facedetector

A re-implementation of mtcnn. Joint training, tutorial and deployment together.

cnn deep-learning facedetection mtcnn mtcnn-pytorch pytorch

Last synced: 31 Jul 2025

https://github.com/nredell/forecastML

An R package with Python support for multi-step-ahead forecasting with machine learning and deep learning algorithms

deep-learning direct-forecasting forecast forecasting machine-learning multi-step-ahead-forecasting neural-network package python r r-package time-series

Last synced: 14 Mar 2025

https://github.com/xinario/sagan

Sharpness-aware Low Dose CT Denoising Using Conditional Generative Adversarial Network

computed-tomography convolutional-neural-networks deep-learning denoising gan generative-adversarial-network image-to-image-translation kaggle low-dose

Last synced: 25 Apr 2025

https://github.com/charlesq34/diy-deep-learning-workstation

Build a deep learning workstation from scratch (HW & SW).

cuda deep-learning gpu ubuntu workstations

Last synced: 25 Feb 2026

https://github.com/aleju/face-comparer

Neural net to compare human faces.

deep-learning keras

Last synced: 15 Mar 2026

https://github.com/senya-ashukha/simple-equivariant-gnn

A short and easy PyTorch implementation of E(n) Equivariant Graph Neural Networks

deep-learning deep-neural-networks egnn equivariance gnn graph-neural-networks homo molecules neural-networks pytorch qm9

Last synced: 14 May 2025

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

Implementation of STAM (Space Time Attention Model), a pure and simple attention model that reaches SOTA for video classification

artificial-intelligence attention-mechanism deep-learning transformers video-classification

Last synced: 22 Dec 2025

https://github.com/philipperemy/tensorflow-ctc-speech-recognition

Application of Connectionist Temporal Classification (CTC) for Speech Recognition (Tensorflow 1.0 but compatible with 2.0).

ctc ctc-loss deep-learning machine-learning speech-analysis speech-recognition speech-to-text tensorflow tensorflow-1-0 tutorial

Last synced: 02 May 2025

https://github.com/titu1994/keras-adabound

Keras implementation of AdaBound

deep-learning keras optimizer

Last synced: 17 Mar 2025

https://github.com/hkust-vgd/pointwise

Code for Pointwise Convolutional Neural Networks, CVPR 2018

deep-learning deep-neural-networks point-cloud

Last synced: 20 Mar 2025

https://github.com/dell-research-harvard/linktransformer

A convenient way to link, deduplicate, aggregate and cluster data(frames) in Python using deep learning

deep-learning entity-matching entity-resolution huggingface-transformers nlp python record-linkage sentence-transformers transformers

Last synced: 14 Jan 2026

https://github.com/anicetngrt/jiro-nn

A Deep Learning and preprocessing framework in Rust with support for CPU and GPU.

adam classification cuda data-analysis deep-learning dropout gpu gpu-computing machine-learning ml nalgebra neural-networks nn opencl pipelines regression rust sgd

Last synced: 09 Apr 2025

https://github.com/nredell/forecastml

An R package with Python support for multi-step-ahead forecasting with machine learning and deep learning algorithms

deep-learning direct-forecasting forecast forecasting machine-learning multi-step-ahead-forecasting neural-network package python r r-package time-series

Last synced: 24 Jul 2025

https://github.com/jesperdramsch/keras-complex

Keras-Tensorflow implementation of complex-valued convolutional neural networks

cnn complex complex-numbers convolutional-neural-networks deep-learning keras keras-tensorflow neural-network tensorflow

Last synced: 14 Jan 2026

https://github.com/vra/flopth

A simple program to calculate and visualize the FLOPs and Parameters of Pytorch models, with handy CLI and easy-to-use Python API.

cnn deep-learning deeplearning flop flops pip pypi python python3 pytorch visualization

Last synced: 22 Jul 2025

https://github.com/ise-uiuc/nnsmith

Automatic DNN generation for fuzzing and more

compiler deep-learning fuzzing machine-learning pytorch tensorflow

Last synced: 12 Apr 2025

https://github.com/hkchengrex/mask-propagation

[CVPR 2021] MiVOS - Mask Propagation module. Reproduced STM (and better) with training code :star2:. Semi-supervised video object segmentation evaluation.

computer-vision cvpr2021 deep-learning pytorch segmentation video-object-segmentation video-segmentation

Last synced: 22 Apr 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