Deep learning | Ecosyste.ms: Awesome

https://github.com/weaviate/weaviate-examples

Weaviate vector database – examples

deep-learning examples vector-database vector-search vector-search-engine weaviate

Last synced: 28 Jan 2026

https://github.com/machine-learning-apps/issue-label-bot

Code For The Issue Label Bot, an App that automatically labels issues using machine learning, available on the GitHub Marketplace. This is also code for the blog article: "How to automate tasks on GitHub with machine learning for fun and profit"

bigquery bootstrap data-science deep-learning end-to-end-application flask gcp-cloud gharchive github-api-v3 github-app keras kubernetes machine-learning machine-learning-tutorials nlp production-machine-learning tensorflow

Last synced: 05 Oct 2025

https://github.com/microsoft/aurora

Implementation of the Aurora model for Earth system forecasting

atmospheric-chemistry aurora-model deep-learning foundation-models ocean-waves tropical-cyclone-tracking weather-prediction

Last synced: 15 May 2025

https://github.com/vinhkhuc/PyTorch-Mini-Tutorials

Minimal tutorials for PyTorch

deep-learning machine-learning python pytorch

Last synced: 01 Apr 2025

https://github.com/benedekrozemberczki/attentionwalk

A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).

attention deep-learning deepwalk graph-attention graph-neural-networks graph-representation-learning implicit-factorization machine-learning matrix-factorization neurips neurips-2018 nips node2vec pytorch sklearn structural-attention tensorflow torch walklet word2vec

Last synced: 07 Apr 2025

https://github.com/koukyosyumei/aijack

Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)

adversarial-attacks adversarial-examples adversarial-machine-learning dbms deep-learning differential-privacy evasion-attack federated-learning homomorphic-encryption k-anonymity machine-learning membership-inference model-inversion-attacks paillier paillier-cryptosystem poisoning-attacks privacy security

Last synced: 04 Apr 2025

https://github.com/benedekrozemberczki/AttentionWalk

A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).

attention deep-learning deepwalk graph-attention graph-neural-networks graph-representation-learning implicit-factorization machine-learning matrix-factorization neurips neurips-2018 nips node2vec pytorch sklearn structural-attention tensorflow torch walklet word2vec

Last synced: 03 Apr 2025

https://github.com/keisen/tf-keras-vis

Neural network visualization toolkit for tf.keras

activation-maximization deep-learning explainability explainable-ai explainable-ml grad-cam gradcam gradcam-plus-plus keras keras-vis keras-visualization python saliency saliency-maps score-cam tensorflow visualization xai xai-library

Last synced: 15 May 2025

https://github.com/reachsumit/deep-unet-for-satellite-image-segmentation

Satellite Imagery Feature Detection with SpaceNet dataset using deep UNet

deep-learning deep-neural-networks image-segmentation keras keras-tensorflow python3 unet unet-image-segmentation

Last synced: 07 Apr 2025

https://github.com/thuml/flowformer

About Code release for "Flowformer: Linearizing Transformers with Conservation Flows" (ICML 2022), https://arxiv.org/pdf/2202.06258.pdf

deep-learning

Last synced: 02 Sep 2025

https://github.com/berkeleyautomation/gqcnn

Python module for GQ-CNN training and deployment with ROS integration.

deep-learning gqcnn grasping machine-learning python robotics ros

Last synced: 05 Apr 2025

https://github.com/lucidrains/st-moe-pytorch

Implementation of ST-Moe, the latest incarnation of MoE after years of research at Brain, in Pytorch

artificial-intelligence conditional-computation deep-learning mixture-of-experts

Last synced: 04 Apr 2025

https://github.com/BerkeleyAutomation/gqcnn

Python module for GQ-CNN training and deployment with ROS integration.

deep-learning gqcnn grasping machine-learning python robotics ros

Last synced: 01 Apr 2025

https://github.com/Conchylicultor/MusicGenerator

Experiment diverse Deep learning models for music generation with TensorFlow

deep-learning music-generation rnn tensorflow

Last synced: 14 May 2025

https://github.com/twitter-research/graph-neural-pde

Graph Neural PDEs

deep-learning graph-convolutional-networks graph-neural-networks partial-differential-equations pytorch

Last synced: 27 Mar 2025

https://github.com/TorchSpatiotemporal/tsl

tsl: a PyTorch library for processing spatiotemporal data.

deep-learning gnn graph-neural-networks pytorch spatio-temporal spatio-temporal-analysis spatio-temporal-data spatio-temporal-graph spatio-temporal-prediction spatiotemporal spatiotemporal-data spatiotemporal-data-analysis spatiotemporal-forecasting temporal-data temporal-graphs

Last synced: 01 May 2025

https://github.com/aws-solutions-library-samples/fraud-detection-using-machine-learning

Setup end to end demo architecture for predicting fraud events with Machine Learning using Amazon SageMaker

aws-sagemaker deep-learning fraud-detection machine-learning sagemaker sagemaker-example xgboost

Last synced: 14 Oct 2025

https://github.com/jalajthanaki/nlpython

This repository contains the code related to Natural Language Processing using python scripting language. All the codes are related to my book entitled "Python Natural Language Processing"

deep-learning feature-engineering feature-extraction feature-selection natural-language-processing parsing part-of-speech python-scripting-language python2 text-mining

Last synced: 17 Nov 2025

https://github.com/autoai-org/AID

One-Stop System for Machine Learning.

computer-vision deep-learning deep-learning-framework hacktoberfest hacktoberfest2021 machine-learning

Last synced: 03 May 2025

https://github.com/datamllab/autovideo

AutoVideo: An Automated Video Action Recognition System

automated automl deep-learning video video-recognition

Last synced: 20 Mar 2025

https://github.com/woctezuma/stable-diffusion-colab

Colab notebook for Stable Diffusion Hyper-SDXL.

colab colab-notebook colaboratory deep-learning diffusers diffusion diffusion-models google-colab google-colab-notebook google-colaboratory huggingface-diffusers hyper-sd hyper-sdxl image-generation stable-diffusion stable-diffusion-xl text-to-image text-to-image-generation text-to-image-synthesis text2image

Last synced: 05 Apr 2025

https://github.com/mkshing/e4t-diffusion

Implementation of Encoder-based Domain Tuning for Fast Personalization of Text-to-Image Models

deep-learning diffusion-models stable-diffusion text-to-image

Last synced: 17 Jan 2026

https://github.com/google/mentornet

Code for MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks

deep-learning google label noisy noisy-data

Last synced: 08 May 2025

https://github.com/soskek/attention_is_all_you_need

Transformer of "Attention Is All You Need" (Vaswani et al. 2017) by Chainer.

attention-mechanism chainer deep-learning deep-neural-networks google neural-network

Last synced: 09 Apr 2025

https://github.com/flatironinstitute/DeepFRI

Deep functional residue identification

class-activation-maps deep-learning gene-ontology graph-convolutional-networks machine-learning protein-data-bank tensorflow

Last synced: 21 Jul 2025

https://github.com/vitae-transformer/samrs

The official repo for [NeurIPS'23] "SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model"

dataset deep-learning pre-training remote-sensing sam segment-anything-model semantic-segmentation transfer-learning

Last synced: 06 Apr 2025

https://github.com/accel-brain/accel-brain-code

The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.

auto-encoder automatic-summarization combinatorial-optimization deep-learning deep-q-network deep-reinforcement-learning energy-based-model generative-adversarial-network lstm multi-agent-reinforcement-learning q-learning quantum-annealing quantum-monte-carlo reinforcement-learning restricted-boltzmann-machine self-supervised-learning semi-supervised-learning simulated-annealing transfer-learning

Last synced: 30 Oct 2025

https://github.com/sozykin/dlpython_course

Примеры для курса "Программирование глубоких нейронных сетей на Python"

deep-learning deep-learning-tutorial deep-neural-networks keras keras-tensorflow keras-tutorials python tensorflow tensorflow-tutorials

Last synced: 06 Apr 2025

https://github.com/rlgraph/rlgraph

RLgraph: Modular computation graphs for deep reinforcement learning

deep-learning deep-reinforcement-learning dqn machine-learning neural-networks ppo pytorch reinforcement-learning tensorflow

Last synced: 03 Oct 2025

https://github.com/rizwanmunawar/yolov8-object-tracking

YOLOv8 Object Tracking Using PyTorch, OpenCV and Ultralytics

computer-vision deep-learning object-detection object-tracking yolov8

Last synced: 16 May 2025

https://github.com/jalajthanaki/NLPython

This repository contains the code related to Natural Language Processing using python scripting language. All the codes are related to my book entitled "Python Natural Language Processing"

deep-learning feature-engineering feature-extraction feature-selection natural-language-processing parsing part-of-speech python-scripting-language python2 text-mining

Last synced: 19 Jul 2025

https://github.com/damitkwr/ESRNN-GPU

PyTorch GPU implementation of the ES-RNN model for time series forecasting

deep-forecasting deep-learning es-rnn forecasting pytorch time-series-forecasting

Last synced: 01 Apr 2025

https://github.com/ThibaultGROUEIX/3D-CODED

Pytorch Implementation for the project : `3D-CODED` and `Learning Elementary Structure`

3d-correspondences atlasnet deep-learning

Last synced: 20 Mar 2025

https://github.com/hugofloresgarcia/vampnet

music generation with masked transformers!

deep-learning music music-generation transformers

Last synced: 17 Mar 2025

https://github.com/bjpcjp/scikit-and-tensorflow-workbooks

based on "Hands-On Machine Learning with Scikit-Learn & TensorFlow" (O'Reilly, Aurelien Geron)

deep-learning scikit-learn tensorflow tensorflow-tutorials

Last synced: 04 Sep 2025

https://github.com/titu1994/keras-classification-models

Collection of Keras models used for classification

deep-learning keras keras-classification-models keras-models residual-networks

Last synced: 09 Apr 2025

https://github.com/solrex/caffe-mobile

Optimized (for size and speed) Caffe lib for iOS and Android with out-of-the-box demo APP.

android app caffe cnn deep-learning dnn ios mobile-app

Last synced: 15 Mar 2025

https://github.com/BMW-InnovationLab/BMW-Labeltool-Lite

This repository provides you with an easy-to-use labeling tool for State-of-the-art Deep Learning training purposes. It supports Auto-Labeling.

annotaion auto-label autolabeling bounding-box boundingbox computer-vision deep-learning docker image-annotation inference label labeling-tool labeltool neural-network object-detection smart-labeling synthetic-data tensorflow voc yolov4

Last synced: 07 May 2025

https://github.com/stratospark/keras-multiprocess-image-data-generator

Accelerating Deep Learning with Multiprocess Image Augmentation in Keras

deep-learning keras multiprocessing tensorflow

Last synced: 04 Apr 2025

https://github.com/fcakyon/labelme2coco

A lightweight package for converting your labelme annotations into COCO object detection format.

annotation-conversion coco computer-vision deep-learning image-classification instance-segmentation labelme linux machine-learning macos object-detection python semantic-segmentation windows

Last synced: 14 Jan 2026

https://github.com/dpressel/dliss-tutorial

Tutorial for International Summer School on Deep Learning, 2019

deep-learning machine-learning nlp

Last synced: 09 Apr 2025

https://github.com/khuangaf/pytorch-geometric-yoochoose

This is a tutorial for PyTorch Geometric on the YooChoose dataset

artificial-intelligence data-science deep-learning deep-neural-networks graph-neural-networks machine-learning

Last synced: 09 Apr 2025

https://github.com/liviu-/notebooks

Directory of Jupyter notebooks exploring various topics

deep-learning jupyter-notebook machine-learning

Last synced: 19 Jul 2025

https://github.com/lucidrains/clinical-calculator-tooluse

Explorations into training LLMs to use clinical calculators from patient history, using open sourced models. Will start with Wells' Criteria

artificial-intelligence attention-mechanisms clinical-calculators deep-learning medicine transformers

Last synced: 17 Apr 2026

https://github.com/gasteigerjo/ppnp

PPNP & APPNP models from "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019)

deep-learning gcn gnn graph-algorithms graph-classification graph-neural-networks machine-learning pagerank pytorch tensorflow

Last synced: 25 Oct 2025

https://github.com/theislab/scgen

Single cell perturbation prediction

bioinformatics deep-learning generative-model scrna-seq single-cell single-cell-genomics transcriptomics

Last synced: 11 Oct 2025

https://github.com/unity-technologies/robotics-object-pose-estimation

A complete end-to-end demonstration in which we collect training data in Unity and use that data to train a deep neural network to predict the pose of a cube. This model is then deployed in a simulated robotic pick-and-place task.

autonomy computer-vision deep-learning machine-learning manipulation model-training motion-planning perception physics-simulation pose-estimation robotics robotics-simulation ros simulation synthetic-data trajectory-generation tutorial unity ur3-robot-arm urdf

Last synced: 06 Apr 2025

https://github.com/lromul/argus-freesound

Kaggle | 1st place solution for Freesound Audio Tagging 2019

audio classification deep-learning kaggle pytorch tagging

Last synced: 09 Apr 2025

https://github.com/GT-RIPL/L2C

Learning to Cluster. A deep clustering strategy.

artificial-intelligence artificial-neural-networks clustering deep-learning deep-neural-networks loss-functions semi-supervised-learning similarity-metric supervised-learning transfer-learning unsupervised-learning

Last synced: 08 May 2025

https://github.com/chenxi116/PNASNet.pytorch

PyTorch implementation of PNASNet-5 on ImageNet

automl deep-learning imagenet neural-architecture-search pytorch

Last synced: 29 Mar 2025

https://github.com/flatironinstitute/deepfri

Deep functional residue identification

class-activation-maps deep-learning gene-ontology graph-convolutional-networks machine-learning protein-data-bank tensorflow

Last synced: 06 Apr 2025

https://github.com/gt-ripl/l2c

Learning to Cluster. A deep clustering strategy.

artificial-intelligence artificial-neural-networks clustering deep-learning deep-neural-networks loss-functions semi-supervised-learning similarity-metric supervised-learning transfer-learning unsupervised-learning

Last synced: 09 Apr 2025

https://github.com/lucidrains/medical-chatgpt

Implementation of ChatGPT, but tailored towards primary care medicine, with the reward being able to collect patient histories in a thorough and efficient manner and come up with a reasonable differential diagnosis

artificial-intelligence attention-mechanisms deep-learning medicine transformers

Last synced: 07 Apr 2025

https://github.com/lightning-ai/tutorials

Collection of Pytorch lightning tutorial form as rich scripts automatically transformed to ipython notebooks.

deep-learning jupyter-notebook lightning machine-learning notebooks python-scripts tutorials

Last synced: 16 May 2025

https://github.com/sczhou/ignn

[NeurIPS 2020] Cross-Scale Internal Graph Neural Network for Image Super-Resolution

deep-learning image-preprocessing image-restoration super-resolution

Last synced: 09 Apr 2025

https://github.com/ikostrikov/pytorch-meta-optimizer

A PyTorch implementation of Learning to learn by gradient descent by gradient descent

deep-learning gradient-descent pytorch

Last synced: 09 Apr 2025

https://github.com/guillaume-be/rust-tokenizers

Rust-tokenizer offers high-performance tokenizers for modern language models, including WordPiece, Byte-Pair Encoding (BPE) and Unigram (SentencePiece) models

deep-learning rust-lang tokenizer transformer

Last synced: 15 May 2025

https://github.com/DocF/multispectral-object-detection

Multispectral Object Detection with Yolov5 and Transformer

deep-learning object-detection pytorch transformer yolov5

Last synced: 21 Apr 2025

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

Generate human faces with neural networks

deep-learning face gan lua torch

Last synced: 06 Jul 2025

https://github.com/toodef/neural-pipeline

Neural networks training pipeline based on PyTorch

deep-learning image-classification image-segmentation neural-networks object-detection pipeline pytorch supervised-learning training-pipeline

Last synced: 03 Apr 2025

https://github.com/AppleHolic/source_separation

Deep learning based speech source separation using Pytorch

audio deep-learning pytorch source-separation speech speech-separation

Last synced: 01 Apr 2025

https://github.com/BMW-InnovationLab/BMW-TensorFlow-Inference-API-GPU

This is a repository for an object detection inference API using the Tensorflow framework.

api computer-vision deep-learning deep-neural-networks detection-inference-api docker docker-swarm dockerfile gpu inference neural-network nvidia object-detection rest-api tensorflow tensorflow-framework tensorflow-models

Last synced: 07 Apr 2025

https://berkeleyautomation.github.io/gqcnn/

Python module for GQ-CNN training and deployment with ROS integration.

deep-learning gqcnn grasping machine-learning python robotics ros

Last synced: 08 May 2025

https://github.com/analysiscenter/pydens

PyDEns is a framework for solving Ordinary and Partial Differential Equations (ODEs & PDEs) using neural networks

deep-learning differential-equations neural-networks numerical-methods ode ode-solver partial-differential-equations pde-solver solving-pdes

Last synced: 15 Dec 2025

https://github.com/bmw-innovationlab/bmw-tensorflow-inference-api-gpu

This is a repository for an object detection inference API using the Tensorflow framework.

api computer-vision deep-learning deep-neural-networks detection-inference-api docker docker-swarm dockerfile gpu inference neural-network nvidia object-detection rest-api tensorflow tensorflow-framework tensorflow-models

Last synced: 16 May 2025

https://github.com/tabularis-ai/be_great

A novel approach for synthesizing tabular data using pretrained large language models

data-generation deep-learning synthetic-data synthetic-dataset-generation tabular-data transformers

Last synced: 12 Jun 2025

https://github.com/fabio-sim/depth-anything-onnx

ONNX-compatible Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data

deep-learning depth depth-anything depth-estimation machine-learning monocular-depth-estimation onnx onnxruntime pytorch

Last synced: 03 Apr 2025

https://github.com/sentdex/nnfs_book

Sample code from the Neural Networks from Scratch book.

deep-learning machine-learning neural-networks python python3

Last synced: 06 Apr 2025

https://github.com/mtg/mtg-jamendo-dataset

Metadata, scripts and baselines for the MTG-Jamendo dataset

audio-analysis autotagging dataset deep-learning music-information-retrieval

Last synced: 26 Jun 2025

https://github.com/fastai/timmdocs

Documentation for Ross Wightman's timm image model library

deep-learning fastai machine-learning pytorch

Last synced: 24 Dec 2025

https://github.com/PaddlePaddle/PaddleRS

Awesome Remote Sensing Toolkit based on PaddlePaddle.

change-detection classification deep-learning geospatial gis image-restoration image-segmentation object-detection remote-sensing scene-classification semantic-segmentation

Last synced: 11 May 2025

https://github.com/vinthony/ghost-free-shadow-removal

[AAAI 2020] Towards Ghost-free Shadow Removal via Dual Hierarchical Aggregation Network and Shadow Matting GAN

data-augmentation deep-learning scene-understanding shadow-removal tensorflow

Last synced: 06 Apr 2025

https://github.com/theEricMa/OTAvatar

This is the official repository for OTAvatar: One-shot Talking Face Avatar with Controllable Tri-plane Rendering [CVPR2023].

cvpr2023 deep-learning deepfake face-animation face-reenactment image-animation motion-transfer pose-transfer pytorch talking-head

Last synced: 10 May 2025

https://github.com/paddlepaddle/paddlers

Awesome Remote Sensing Toolkit based on PaddlePaddle.

change-detection classification deep-learning geospatial gis image-restoration image-segmentation object-detection remote-sensing scene-classification semantic-segmentation

Last synced: 05 Apr 2025

https://github.com/jing-interactive/DancingGaga

AI 尬舞机

deep-learning deep-neural-networks inference openpose

Last synced: 04 May 2025

https://github.com/Unity-Technologies/PeopleSansPeople

Unity's privacy-preserving human-centric synthetic data generator

applied-ml-research billing-5160 computer-vision deep-learning human-activity-recognition human-centric-ml human-pose-estimation icml-2022 labeling object-detection owner-machine-learning perception pose-estimation synthetic-data synthetic-data-generation synthetic-dataset-generation synthetic-datasets transfer-learning unity unity3d

Last synced: 24 Apr 2025

https://github.com/unity-technologies/peoplesanspeople

Unity's privacy-preserving human-centric synthetic data generator

applied-ml-research billing-5160 computer-vision deep-learning human-activity-recognition human-centric-ml human-pose-estimation icml-2022 labeling object-detection owner-machine-learning perception pose-estimation synthetic-data synthetic-data-generation synthetic-dataset-generation synthetic-datasets transfer-learning unity unity3d

Last synced: 06 Apr 2025

https://github.com/xanaduai/quantum-neural-networks

This repository contains the source code used to produce the results presented in the paper "Continuous-variable quantum neural networks". Due to subsequent interface upgrades, these scripts will work only with Strawberry Fields version <= 0.10.0.

deep-learning machine-learning optimization photonics quantum quantum-computing quantum-machine-learning tensorflow

Last synced: 06 Apr 2025

https://github.com/deepinv/deepinv

PyTorch library for solving imaging inverse problems using deep learning

computational-imaging computed-tomography deblurring deep-equilibrium-models deep-learning diffusion-models image-processing inverse-problems mri plug-and-play super-resolution unfolded

Last synced: 12 Aug 2025

https://github.com/andyzeng/arc-robot-vision

MIT-Princeton Vision Toolbox for Robotic Pick-and-Place at the Amazon Robotics Challenge 2017 - Robotic Grasping and One-shot Recognition of Novel Objects with Deep Learning.

3d amazon-robotics-challenge artificial-intelligence computer-vision deep-learning grasping manipulation mit-princeton rgbd vision

Last synced: 09 Apr 2025

https://github.com/geekquad/algobook

A beginner-friendly project to help you in open-source contributions. Data Structures & Algorithms in various programming languages Please leave a star ⭐ to support this project! ✨

beginner beginner-friendly cpp deep-learning first-contributions first-pull-request first-pull-request-and-commit first-timers golang good-first-issue hacktoberfest machinelearning open-source opensource pr-welcome python python3 up-for-grabs