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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/l0sg/seqgan-music

Implementation of a paper "Polyphonic Music Generation with Sequence Generative Adversarial Networks" in TensorFlow

deep-learning generative-adversarial-network music-generation polyphonic seqgan tensorflow

Last synced: 11 Oct 2025

https://github.com/akabe/docker-iocaml-datascience

Dockerfile of Jupyter (IPython notebook) and IOCaml (OCaml kernel) with libraries for data science and machine learning

data-science deep-learning docker functional-programming iocaml jupyter-notebook machine-learning ocaml

Last synced: 07 Oct 2025

https://github.com/vita-group/smc-bench

[ICLR 2023] "Sparsity May Cry: Let Us Fail (Current) Sparse Neural Networks Together!" Shiwei Liu, Tianlong Chen, Zhenyu Zhang, Xuxi Chen, Tianjin Huang, AJAY KUMAR JAISWAL, Zhangyang Wang

benchmark deep-learning dynamic-sparse-training pruning sparse-neural-networks sparsity

Last synced: 19 Apr 2025

https://github.com/i008/deepedge

deep learning edge detector based on U-net and BSDS 500 dataset

deep-learning edge-detection u-net

Last synced: 09 Oct 2025

https://github.com/harvardnlp/regulatory-prediction

Code and Data to accompany "Dilated Convolutions for Modeling Long-Distance Genomic Dependencies", presented at the ICML 2017 Workshop on Computational Biology

computational-biology convolutional-neural-networks deep-learning recurrent-neural-networks

Last synced: 21 Apr 2025

https://github.com/xN1ckuz/Crosswalks-Detection-using-YOLO

Crosswalks Detection using YOLO, project for Computer Vision and Machine Perception course at University of Basilicata, Computer Science and Engineering.

computer-vision convolutional-neural-networks crosswalk-detection crosswalks deep-learning detection-model neural-networks object-detection onnx onnx-models opencv pytorch yolo

Last synced: 21 Apr 2025

https://github.com/csm9493/FC-AIDE-Keras

FC-AIDE: Fully Convolutional Pixel Adaptive Image Denoiser

deep-learning image-denoising machine-learning

Last synced: 02 Apr 2025

https://github.com/rishit-dagli/astroformer

This repository contains the official implementation of Astroformer, an ICLR Workshop 2023 paper.

computer-vision convolutional-neural-networks deep-learning machine-learning transformer vision-transformer

Last synced: 16 Oct 2025

https://github.com/muhd-umer/pyramidtabnet

Official PyTorch implementation of PyramidTabNet: Transformer-based Table Recognition in Image-based Documents

computer-vision deep-learning document-analysis implementation pytorch table-detection table-structure-recognition

Last synced: 13 Oct 2025

https://github.com/maxim5/cs231n-2016-winter

All lecture notes and assignments for CS231n: Convolutional Neural Networks for Visual Recognition class by Stanford

computer-vision convolutional-neural-networks cs231n deep-learning machine-learning

Last synced: 28 Jan 2026

https://github.com/pandede/fdrnn

Deep direct reinforcement learning for financial signal representation and trading

deep-learning fdrnn finance neural-network reinforcement-learning trading

Last synced: 28 Apr 2025

https://github.com/neka-nat/pytorch-hdml

Hardness-Aware Deep Metric Learning (CVPR2019) in pytorch

cars196 cub200 cvpr2019 deep-learning deep-metric-learning pytorch triplet-loss

Last synced: 23 Mar 2025

https://github.com/asrafulashiq/dynamic-cdfsl

Pytorch codes for NeurIPS 2021 paper titled "Dynamic Distillation Network for Cross-Domain Few-Shot Recognition with Unlabeled Data".

deep-learning few-shot-learning hydra-core knowledge-distillation pytorch-lightning self-supervised-learning semi-supervised-learning

Last synced: 08 May 2025

https://github.com/dnlcrl/pyfunt

Pythonic Deep Learning Framework Inspired by Torch's Neural Network package

convolutional-neural-networks cython deep-learning deep-neural-networks deeplearning neural-network numpy pyfunt python torch

Last synced: 10 Jul 2025

https://github.com/alexklibisz/deep-calcium

Fast, Simple Calcium Imaging Segmentation with Fully Convolutional Networks (https://arxiv.org/abs/1707.06314)

calcium-imaging deep-learning neurofinder unet

Last synced: 21 Mar 2025

https://github.com/fabprezja/keras-gpt-copilot

Integrate an LLM copilot within your Keras model development workflow

deep-learning deep-neural-networks gpt keras llms openai skynet

Last synced: 13 Apr 2025

https://github.com/edmBernard/DockerFiles

Some useful dockerfiles for DeepLearning and Computer Vision

deep-learning docker dockerfile nvidia-docker opencv

Last synced: 06 Apr 2025

https://github.com/altanai/ramudroid

Ramudroid, autonomous solar-powered robot to clean roads, realtime object detection and webrtc based streaming

arduino computer-vision deep-learning deep-neural-networks deep-reinforcement-learning garbage-classification garbage-collection machinelearning motors opencv raspberry-pi robot streaming

Last synced: 25 Jul 2025

https://github.com/benywon/ChineseBert

This is a chinese Bert model specific for question answering

chinese-nlp deep-learning natural-language-processing

Last synced: 02 Apr 2025

https://github.com/autonomio/autonomio

Core functionality for the Autonomio augmented intelligence workbench.

artificial-intelligence datascience deep-learning hyperscan keras lstm machine-learning mlp neural-network spacy tensorflow wrangling

Last synced: 10 Jul 2025

https://github.com/rebelosa/feature-importance-neural-networks

Variance-based Feature Importance in Neural Networks

deep-learning feature-importance neural-networks

Last synced: 30 Jul 2025

https://github.com/justanhduc/neuralnet-pytorch

A high level framework for general purpose neural networks in Pytorch.

convolutional-neural-networks deep-learning deep-neural-networks neuralnet-pytorch pytorch sympy theano

Last synced: 30 Jul 2025

https://github.com/RainingComputers/pykitml

Machine Learning library written in Python and NumPy.

deep-learning machine-learning neural-network numpy python-library random-forest

Last synced: 15 Jul 2025

https://github.com/santiagxf/prometheus

Prometheus is a machine learning powered solution for early detection of fires in national parks

alexnet cntk deep-learning detection drones fire machine-learning transfer-learning

Last synced: 24 Apr 2025

https://github.com/cifkao/ismir2019-music-style-translation

The code for the ISMIR 2019 paper “Supervised symbolic music style translation using synthetic data”.

deep-learning ismir music music-information-retrieval sequence-to-sequence tensorflow

Last synced: 15 Apr 2025

https://github.com/rbhatia46/twitter-sentiment-analysis-web

Twitter Sentiment Analysis using Textblob and Tweepy, wrapped with Flask as a web app.

deep-learning nlp twitter-sentiment-analysis

Last synced: 11 Apr 2025

https://github.com/etsi-ai/etna

A high level abstraction library designed for effortless tabular data based tasks.

classification deep-learning machine-learning neural-network python rust tabular-data

Last synced: 18 Jan 2026

https://github.com/oliverguhr/fullstop-deep-punctuation-prediction

A model that predicts the punctuation of English, Italian, French and German texts.

deep-learning multilingual nlp transformer

Last synced: 22 Jan 2026

https://github.com/aimi-lab/robust-pose-estimator

Deformable visual odometry for stereo endoscopic videos

deep deep-learning deformable endoscopy odometry slam

Last synced: 03 Apr 2025

https://github.com/nymath/torchqtm

TorchQuantum is a backtesting framework that integrates the structure of PyTorch and WorldQuant's Operator for efficient quantitative financial analysis.

alpha-model deep-learning function-approximation quantitative-finance

Last synced: 01 Apr 2025

https://github.com/suicao/vn-accent-restorer

This project applies multiple deep learning models to the problem of restoring diacritical marks to sentences in Vietnamese.

deep-learning nlp tensorflow tensorflow-experiments

Last synced: 24 Oct 2025

https://github.com/1adrianb/expert-binary-networks

Code for High-Capacity Expert Binary Networks (ICLR 2021).

binary-networks conditional-computing deep-learning ondeviceai pytorch

Last synced: 11 Apr 2025

https://github.com/warvito/normative-modelling-using-deep-autoencoders

Normative modelling using deep autoencoders: a multi-cohort study on mild cognitive impairment and Alzheimer’s disease

autoencoder autoencoders deep-autoencoders deep-learning deep-neural-networks neuroimaging normative-modelling

Last synced: 06 May 2025

https://github.com/liyucheng09/metaphorframe

FrameBERT: Conceptual Metaphor Detection with Frame Embedding Learning. Presented at EACL 2023.

deep-learning machine-learning metaphor-detection

Last synced: 26 Mar 2025

https://github.com/ivandonadello/visual-relationship-detection-ltn

This repository contains the dataset and the source code for the detection of visual relationships with the Logic Tensor Networks framework.

action-recognition deep-learning human-object-interaction scene-graph scene-recognition scene-understanding semantic-image-interpretation visual-relationship-detection vrd zero-shot-learning

Last synced: 01 May 2025

https://github.com/filipbasara0/simple-clip

A minimal, but effective implementation of CLIP (Contrastive Language-Image Pretraining) in PyTorch

contrastive-learning deep-learning machine-learning multi-modal-learning pytorch representation-learning self-supervised-learning siglip zero-shot-classification

Last synced: 11 Apr 2025

https://github.com/havakv/torchtuples

Training neural networks in PyTorch

deep-learning machine-learning neural-network python pytorch

Last synced: 10 Apr 2025

https://github.com/cpury/lstm-math

Neural network that solves math equations on the character level

deep-learning keras lstm machine-learning python seq2seq tensorflow

Last synced: 30 Apr 2025

https://github.com/qdata/attentivechrome

NeurIPS17: [AttentiveChrome] Attend and Predict: Using Deep Attention Model to Understand Gene Regulation by Selective Attention on Chromatin

deep-learning deep-neural-network epigenetic-data interpretable-deep-learning

Last synced: 01 May 2025

https://github.com/dlpbc/comma.ai-speed-challenge

predict the frame-wise speed of a car from pre-recorded video.

dashcam deep-learning speed-prediction video

Last synced: 05 May 2025

https://github.com/ehsanmok/tvm-rust

(MERGED) Rust bindings for TVM runtime

compiler deep-learning nnvm rust-library tvm

Last synced: 22 Jul 2025

https://github.com/secrierlab/HistoMIL

A Python package for handling histopathology whole-slide images using multiple instance learning (MIL) techniques.

deep-learning histopathology-image-analysis

Last synced: 05 Apr 2025

https://github.com/mattdangerw/keras-text-generation

RNN text generation using Keras for word and character level models.

deep-learning keras machine-learning python recurrent-neural-networks text-generation

Last synced: 30 Apr 2025

https://github.com/maxstrange/retrowrapper

Wrapper for OpenAI Retro envs for parallel execution

deep-learning openai-gym reinforcement-learning retro

Last synced: 06 Mar 2026

https://github.com/Scitator/animus

Minimalistic framework to run machine learning experiments.

deep-learning jax keras machine-learning pytorch reinforcement-learning tensorflow

Last synced: 08 May 2025

https://github.com/xlisp/learn-autogen

Learn autogen step by step, multi agent design guide

autogen deep-learning gpt multi-agent python reinforcement-learning

Last synced: 12 Dec 2025

https://github.com/forgi86/pytorch-ident

System identification in PyTorch

deep-learning pytorch system-identification

Last synced: 02 Apr 2026

https://github.com/megengine/finet

This is the official MegEngine implementation of FINet: Dual Branches Feature Interaction for Partial-to-Partial Point Cloud Registration, AAAI 2022

deep-learning megengine

Last synced: 12 Apr 2025

https://github.com/daniel-liu-c0deb0t/3d-neural-network-adversarial-attacks

Research on adversarial attacks and defenses for deep neural network 3D point cloud classifiers like PointNet and PointNet++.

3d-point-clouds adversarial-attacks algorithms deep-learning matplotlib numpy pointnet python tensorflow

Last synced: 24 Feb 2026

https://github.com/mleveryday/deep-learning-world

Deep-Learning-World中文版

deep-learning

Last synced: 24 Jan 2026

https://github.com/scitator/animus

Minimalistic framework to run machine learning experiments.

deep-learning jax keras machine-learning pytorch reinforcement-learning tensorflow

Last synced: 05 Sep 2025

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

Explorations into the proposed SDFT, Self-Distillation Enables Continual Learning, from Shenfeld et al. of MIT

artificial-intelligence continual-learning deep-learning

Last synced: 08 Feb 2026

https://github.com/notedance/optimizers

This project implements optimizers for TensorFlow and Keras, which can be used in the same way as Keras optimizers. Machine learning, Deep learning

deep-learning deep-reinforcement-learning deeplearning keras machine-learning machinelearning optimizer optimizer-algorithms reinforcement-learning tensorflow

Last synced: 30 Apr 2025

https://github.com/vita-group/weaknas

[NeurIPS 2021] “Stronger NAS with Weaker Predictors“, Junru Wu, Xiyang Dai, Dongdong Chen, Yinpeng Chen, Mengchen Liu, Ye Yu, Zhangyang Wang, Zicheng Liu, Mei Chen and Lu Yuan

deep-learning mobilenet-space nas-bench-101 nas-bench-201 nasbench neural-architecture-search pytorch

Last synced: 04 Mar 2026

https://github.com/rainingcomputers/pykitml

Machine Learning library written in Python and NumPy.

deep-learning machine-learning neural-network numpy python-library random-forest

Last synced: 19 Mar 2025

https://github.com/tomwhite/set-game

Play SET using image recognition and deep learning

deep-learning game image-recognition neural-networks set-cards

Last synced: 29 Oct 2025

https://github.com/iampukar/deep-learning-in-computer-vision

Course work from Deep Learning in Computer Vision from National Research University Higher School of Economics

computer-vision coursera deep-learning national-research-university

Last synced: 12 Apr 2025

https://github.com/HectorPulido/Deeplearning-based-Twitch-bot

This is a twitch chatbot based in Llama2 tecnology

ai backend chatbot deep-learning gpt-2 hacktoberfest llama2 twitch

Last synced: 10 May 2025

https://github.com/luiscib3r/solar-rad-forecasting

In these notebooks the entire research and implementation process carried out for the construction of various machine learning models based on neural networks that are capable of predicting levels of solar radiation is captured given a set of historical data taken by meteorological stations.

convolutional-neural-networks data-science deep-learning forecasting machine-learning rnn rnn-tensorflow

Last synced: 06 Mar 2026

https://github.com/lucasrla/wsi-tile-cleanup

Image filters for digital pathology: detect pen marks, background, and artifacts. Use them for preprocessing towards deep learning

deep-learning fastai histopathology libvips otsu-threshold pathology preprocessing pytorch pyvips whole-slide-imaging wsi

Last synced: 12 Apr 2025

https://github.com/muhamuttaqien/AI-Lab

🔬 Absolutely comfort lab for me to work around with my own AIs and to empirically observe how powerful and impactful these technologies are. I do love these technologies!

artificial-intelligence autonomous-systems computer-vision deep-learning machine-learning natural-language-processing reinforcement-learning robotics

Last synced: 14 Mar 2025

https://github.com/erectbranch/mit-efficient-ai

TinyML and Efficient Deep Learning Computing | MIT 6.S965/6.5940

ai deep-learning efficient-ai lecture-notes mit-65940 mit-6s965 tinyml

Last synced: 24 Apr 2026

https://github.com/cuicaihao/split_raster

Split Raster is an open-source and highly versatile Python package designed to easily break down large images into smaller, more manageable tiles. While the package is particularly useful for deep learning and computer vision tasks, it can be applied to a wide range of applications.

computer-vision deep-learning image-recognition image-segmentation image-splitting remote-sensing

Last synced: 02 Apr 2026

https://github.com/jjateen/aiot-workshop

This repository contains resources, including circuit diagrams, code, and project files from the IoTics AIoT Workshop, focusing on integrating Artificial Intelligence (AI) with the Internet of Things (IoT). It features hands-on projects exploring sensor integration, cloud services, machine learning, and robotics.

adafruit-io aiot arduino blynk cloud-integration computer-vision cpp deep-learning embedded-systems esp32 gesture-recognition haar-cascade iot machine-learning mediapipe object-detection python sensor-data surveillance wokwi

Last synced: 14 Oct 2025

https://github.com/chengtan9907/hyperspherical-consistency-regularization

The official implementation of the CVPR'2022 paper Hyperspherical Consistency Regularization.

deep-learning representation-learning

Last synced: 26 Mar 2025

https://github.com/denadai2/google_street_view_deep_neural

Deep Neural Network model to predict security perception from Google Street View images. Model based on AlexNet CNNs

computational-social-science computer-vision data-science deep-learning urban-planning urban-science

Last synced: 15 Mar 2025

https://github.com/machinelearningnuremberg/QuickTune

[ICLR2024] Quick-Tune: Quickly Learning Which Pretrained Model to Finetune and How

deep-learning finetuning hyperparameter-tuning model-hub optimization pretrained-models

Last synced: 02 Mar 2025

https://github.com/mees/hulc2

[ICRA2023] Grounding Language with Visual Affordances over Unstructured Data

computer-vision deep-learning grounding manipulation natural-language-processing pytorch robotics vision vision-and-language vision-language

Last synced: 18 Jan 2026

https://github.com/sainathadapa/spotify-sequential-skip-prediction

7th place solution to the WSDM Cup 2019 - Spotify - Sequential Skip Prediction Challenge

deep-learning music-recommendation rnn wsdm

Last synced: 25 Jun 2025

https://github.com/sensorsini/ddd20-utils

DDD20 End-to-End Event Camera Driving Dataset

davis deep-learning event-camera neuromorphic-engineering python27

Last synced: 09 Apr 2025

https://github.com/allenai/prior

🐍 A Python Package for Seamless Data Distribution in AI Workflows

ai2thor artificial-intelligence datasets deep-learning

Last synced: 13 Oct 2025

https://github.com/masilab/synbold-disco

Synthetic BOLD images for distortion correction of fMRI without additional calibration scans

bold deep-learning distortion-correction fmri

Last synced: 16 Jan 2026

https://github.com/gmontamat/poor-mans-transformers

Implement Transformers (and Deep Learning) from scratch in NumPy

deep-learning from-scratch machine-learning ml-framework neural-network nlp transformers

Last synced: 27 Mar 2025

https://github.com/sovit-123/image-deblurring-using-deep-learning

PyTorch implementation of image deblurring using deep learning. Use a simple convolutional autoencoder neural network to deblur Gaussian blurred images.

computer-vision computer-vision-neural-networks convolutional-neural-networks deep-learning deep-neural-networks deeplearning-image-deblur image-deblur image-deblurring machine-learning neural-networks pytorch

Last synced: 11 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 457 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-Dataset-Distillation 354 awesome-backbones 82 awesome-diarization 183 awesome-radar-perception 559
Deep learning Categories
Papers 8,952 Uncategorized 8,840 fl in top-tier journal 3,255 Books 2,527 A01_文本生成_文本对话 2,414 **Literature and Codes** 2,279 Repos 1,864 NLP 1,820 Conference Papers 1,709 Table of Contents 1,643 fl in top ml conference and journal 1,564 Year 2022 1,444 Publications-and-Preprints 1,179 Attack 1,075 Deep Learning 1,067 Research Papers 999 Year 2023 894 Citing 876 Robust Machine Learning in Medical Domain 841 Researchers 832