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Open Sustainable Technology

https://github.com/codecentric-oss/niceml

niceML 🍦 is a Python-based MLOps framework designed to streamline the development and maintenance of machine learning projects, offering efficient and scalable pipelines using TensorFlow and Dagster.
dagster deep-learning image-classification machine-learning mlops object-detection python semantic-segmentation tensorflow
Added: about 1 year ago - Last Synced: 11 months ago - Created: April 19, 2023

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits:
  • Committers:
  • Issues: 21
  • Pull Requests: 85
https://github.com/gregor-mendel-institute/aradeepopsis

A versatile, fully open-source pipeline to extract phenotypic measurements from plant images
arabidopsis-thaliana deep-learning nextflow plant-phenotyping scikit-image semantic-segmentation tensorflow
Added: about 1 year ago - Last Synced: 11 months ago - Created: February 13, 2020

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Nextflow
  • Commits:
  • Committers:
  • Issues: 16
  • Pull Requests: 49
https://github.com/BigDataBiology/SemiBin

SemiBin: metagenomics binning with self-supervised deep learning
assembly-binning bioinformatics deep-learning metagenomics self-supervised-learning
Added: about 1 year ago - Last Synced: 11 months ago - Created: November 18, 2020

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 478
  • Committers: 6
  • Issues: 94
  • Pull Requests: 37
  • Owner: BigDataBiology
  • Stars: 101
  • Forks: 11
  • Packages: 1
  • Downloads: 107
https://github.com/hmunachi/nanodl

A Jax-based library for designing and training transformer models from scratch.
attention attention-mechanism deep-learning distributed-training flax gpt jax llama machine-learning mistral nlp transformer
Added: about 1 year ago - Last Synced: 11 months ago - Created: August 22, 2023

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits:
  • Committers:
  • Issues: 9
  • Pull Requests: 15
  • Owner: HMUNACHI
  • Stars: 256
  • Forks: 10
  • Packages: 1
  • Downloads: 103
https://github.com/oracle-samples/oci-data-science-ai-samples

This repo contains a series of tutorials and code examples highlighting different features of the OCI Data Science and AI services, along with a release vehicle for experimental programs.
ai conda data-science data-science-notebooks deep-learning jupyter-notebook machine-learning oci oracle-cloud-infrastructure python
Added: over 1 year ago - Last Synced: 11 months ago - Created: May 06, 2021

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Jupyter Notebook
  • Commits: 1116
  • Committers: 84
  • Issues: 9
  • Pull Requests: 158
  • Owner: oracle-samples
  • Stars: 151
  • Forks: 155
  • Packages: 1
  • Downloads: 46
https://github.com/asyml/forte

Forte is a flexible and powerful ML workflow builder. This is part of the CASL project: http://casl-project.ai/
data-processing deep-learning information-retrieval machine-learning natural-language natural-language-processing pipeline python text-data
Added: over 1 year ago - Last Synced: 11 months ago - Created: August 09, 2019

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 1028
  • Committers: 53
  • Issues: 55
  • Pull Requests: 49
  • Owner: asyml
  • Stars: 236
  • Forks: 60
  • Packages: 1
  • Downloads: 173
https://github.com/idealo/image-super-resolution

🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
aws computer-vision convolutional-neural-networks deep-learning docker e-commerce idealo image-processing image-super-resolution keras machine-learning neural-network nvidia-docker super-resolution tensorflow
Added: over 1 year ago - Last Synced: 11 months ago - Created: November 26, 2018

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 126
  • Committers: 9
  • Issues: 142
  • Pull Requests: 15
  • Owner: idealo
  • Stars: 4525
  • Forks: 752
  • Packages: 2
  • Downloads: 5,691
https://github.com/histocleanqub/histoclean

HistoClean is a tool for the preprocessing and augmentation of images used in deep learning models. This easy to use application brings together the most popular image processing packages from across the python universe, meaning no more looking at documentation! HistoClean provides real time feedback to augmentations and preprocessing options. This allows users to evaluate their steps before implementation.
convolutional-neural-networks deep-learning gui gui-application image-analysis image-augmentation image-augmentation-preprocessing image-processing images
Added: over 1 year ago - Last Synced: 11 months ago - Created: May 05, 2021

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 31
  • Committers: 1
  • Issues: 4
  • Pull Requests: 0
https://github.com/aican-research/fast-pathology

⚡ Open-source software for deep learning-based digital pathology
computational-pathology convolutional-neural-networks cplusplus deep-learning deployment digital-pathology fastpathology free-to-use inference machine-learning opencl opengl openvino pytorch software tensorflow tensorrt
Added: over 1 year ago - Last Synced: 11 months ago - Created: July 09, 2019

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: C++
  • Commits: 462
  • Committers: 4
  • Issues: 104
  • Pull Requests: 25
https://github.com/carlomarxdk/life2vec-light

Basic implementation of the life2vec model with the dummy data.
bert deep-learning life-trajectories life2vec nature-comput-sci python representation-learning research transformer
Added: over 1 year ago - Last Synced: 11 months ago - Created: January 24, 2024

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 14
  • Committers: 2
  • Issues: 1
  • Pull Requests: 0
https://github.com/stephenapx/ucd-scm

[IGARSS 2024] Segment Change Model (SCM) for Unsupervised Change detection in VHR Remote Sensing Images: a Case Study of Buildings
change-detection clip deep-learning fastsam pytorch remote-sensing sam satellite-imagery
Added: over 1 year ago - Last Synced: 11 months ago - Created: December 21, 2023

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 3
  • Committers: 2
  • Issues: 2
  • Pull Requests: 0
  • Owner: StephenApX
  • Stars: 27
  • Forks: 1
  • Packages: 0
https://github.com/microsoft/qlib

Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.
algorithmic-trading auto-quant deep-learning finance fintech investment machine-learning paper platform python quant quant-dataset quant-models quantitative-finance quantitative-trading research research-paper stock-data
Added: over 1 year ago - Last Synced: 11 months ago - Created: August 14, 2020

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 1739
  • Committers: 134
  • Issues: 306
  • Pull Requests: 202
  • Owner: microsoft
  • Stars: 14098
  • Forks: 2446
  • Packages: 4
  • Downloads: 2,654
https://github.com/google/trax

Trax — Deep Learning with Clear Code and Speed
deep-learning deep-reinforcement-learning jax machine-learning numpy reinforcement-learning transformer
Added: over 1 year ago - Last Synced: 11 months ago - Created: October 05, 2019

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 1530
  • Committers: 81
  • Issues: 54
  • Pull Requests: 68
  • Owner: google
  • Stars: 7980
  • Forks: 814
  • Packages: 2
  • Downloads: 3,161
https://github.com/danijar/crafter

Benchmarking the Spectrum of Agent Capabilities
artificial-intelligence deep-learning environment minecraft reinforcement-learning simulation
Added: over 1 year ago - Last Synced: 11 months ago - Created: March 10, 2021

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 161
  • Committers: 4
  • Issues: 18
  • Pull Requests: 7
  • Owner: danijar
  • Stars: 354
  • Forks: 58
  • Packages: 1
  • Downloads: 928
https://github.com/alrhub/fancy_gym

Fancy Gym: Unifying interface for various RL benchmarks with support for Black Box approaches.
bechmarks control deep-learning gymnasium machine-learning reinforcement-learning robotics
Added: over 1 year ago - Last Synced: 11 months ago - Created: August 28, 2020

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 680
  • Committers: 18
  • Issues: 43
  • Pull Requests: 64
  • Owner: ALRhub
  • Stars: 29
  • Forks: 11
  • Packages: 1
  • Downloads: 44
https://github.com/evolving-ai-lab/deep_learning_for_camera_trap_images

This repo contains code+pre-trained models for extracting information from camera-trap images. The pre-trained models have been trained on the Snapshot Serengeti dataset.
camera-traps deep-learning
Added: over 1 year ago - Last Synced: 11 months ago - Created: March 08, 2018

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 11
  • Committers: 1
  • Issues: 11
  • Pull Requests: 1
https://github.com/openvinotoolkit/nncf

Neural Network Compression Framework for enhanced OpenVINO™ inference
bert classification compression deep-learning hawq mixed-precision-training mmdetection nlp object-detection onnx openvino pruning pytorch quantization quantization-aware-training semantic-segmentation sparsity tensorflow transformers
Added: over 1 year ago - Last Synced: 11 months ago - Created: May 13, 2020

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 1778
  • Committers: 67
  • Issues: 61
  • Pull Requests: 797
  • Owner: openvinotoolkit
  • Stars: 772
  • Forks: 197
  • Packages: 2
  • Downloads: 71,044
https://github.com/asyml/texar

Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/
bert casl-project data-processing deep-learning dialog-systems gpt-2 machine-learning machine-translation natural-language-processing python tensorflow texar text-data text-generation xlnet
Added: over 1 year ago - Last Synced: 11 months ago - Created: July 22, 2017

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 1384
  • Committers: 40
  • Issues: 53
  • Pull Requests: 48
  • Owner: asyml
  • Stars: 2381
  • Forks: 371
  • Packages: 2
  • Downloads: 52
https://github.com/PRBonn/LiDAR-MOS

(LMNet) Moving Object Segmentation in 3D LiDAR Data: A Learning-based Approach Exploiting Sequential Data (RAL/IROS 2021)
deep-learning deep-neural-networks dynamic-slam lidar lidar-slam mapping motion-detection moving-object-segmentation point-cloud segmentation slam
Added: over 1 year ago - Last Synced: 11 months ago - Created: June 20, 2021

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 48
  • Committers: 5
  • Issues: 73
  • Pull Requests: 6
  • Owner: PRBonn
  • Stars: 525
  • Forks: 99
  • Packages: 0
https://github.com/charlesq34/frustum-pointnets

Frustum PointNets for 3D Object Detection from RGB-D Data
3d deep-learning object-detection point-cloud robotics
Added: over 1 year ago - Last Synced: 11 months ago - Created: April 05, 2018

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 38
  • Committers: 2
  • Issues: 97
  • Pull Requests: 3
  • Owner: charlesq34
  • Stars: 1537
  • Forks: 534
  • Packages: 0
https://github.com/lgsvl/simulator

A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles
3d airsim api artificial-intelligence autonomous autoware baidu carla computer-vision csharp deep-learning game-engine machine-learning reinforcement-learning ros self-driving-car simulator tensorflow unity unreal-engine
Added: over 1 year ago - Last Synced: 11 months ago - Created: July 02, 2018

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: C#
  • Commits: 2067
  • Committers: 44
  • Issues: 124
  • Pull Requests: 10
  • Owner: lgsvl
  • Stars: 2208
  • Forks: 762
  • Packages: 0
https://github.com/leonweber/pedl

Search the biomedical literature for protein interactions and protein associations
bioinformatics deep-learning protein-protein-interaction text-mining
Added: over 1 year ago - Last Synced: 11 months ago - Created: May 12, 2020

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 108
  • Committers: 6
  • Issues: 0
  • Pull Requests: 7
  • Owner: leonweber
  • Stars: 11
  • Forks: 2
  • Packages: 1
  • Downloads: 42
https://github.com/kevinmusgrave/powerful-benchmarker

A library for ML benchmarking. It's powerful.
benchmarking computer-vision deep-learning domain-adaptation machine-learning metric-learning pytorch transfer-learning
Added: over 1 year ago - Last Synced: 11 months ago - Created: November 09, 2019

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Jupyter Notebook
  • Commits: 861
  • Committers: 3
  • Issues: 86
  • Pull Requests: 15
  • Owner: KevinMusgrave
  • Stars: 426
  • Forks: 44
  • Packages: 1
  • Downloads: 198
https://github.com/epistimio/orion

Asynchronous Distributed Hyperparameter Optimization.
auto-ml deep-learning deep-neural-networks hyperparameter-optimization machine-learning research
Added: over 1 year ago - Last Synced: 11 months ago - Created: September 07, 2017

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 3406
  • Committers: 43
  • Issues: 61
  • Pull Requests: 67
  • Owner: Epistimio
  • Stars: 280
  • Forks: 52
  • Packages: 3
  • Downloads: 659
https://github.com/kyegomez/tinygptv

Simple Implementation of TinyGPTV in super simple Zeta lego blocks
artificial-intelligence attention attention-is-all-you-need deep-learning multi-modal multi-modality transformers
Added: over 1 year ago - Last Synced: 11 months ago - Created: December 29, 2023

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 15
  • Committers: 3
  • Issues: 0
  • Pull Requests: 3
  • Owner: kyegomez
  • Stars: 15
  • Forks: 0
  • Packages: 1
  • Downloads: 18
https://github.com/open-mmlab/mmocr

OpenMMLab Text Detection, Recognition and Understanding Toolbox
abcnet abinet crnn dbnet deep-learning fcenet key-information-extraction maskrcnn ocr pan panet psenet pytorch sar sdmg-r segmentation-based-text-recognition spts svtr text-detection text-recognition
Added: over 1 year ago - Last Synced: 11 months ago - Created: April 07, 2021

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 1107
  • Committers: 93
  • Issues: 135
  • Pull Requests: 98
  • Owner: open-mmlab
  • Stars: 4131
  • Forks: 726
  • Packages: 2
  • Downloads: 6,070
https://github.com/asyml/fortehealth

The project is in the incubation stage and still under development. ForteHealth is a flexible and powerful ML workflow builder for biomedical and clinical scenarios. This is part of the CASL project: http://casl-project.ai/
biomedical-named-entity-recognition clinical-nlp clinical-text-processing data-processing deep-learning information-retrieval machine-learning natural-language natural-language-processing python
Added: over 1 year ago - Last Synced: 11 months ago - Created: February 04, 2022

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 383
  • Committers: 10
  • Issues: 48
  • Pull Requests: 43
  • Owner: asyml
  • Stars: 10
  • Forks: 5
  • Packages: 1
  • Downloads: 13
https://github.com/nvidia/dali

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
audio-processing data-augmentation data-processing deep-learning fast-data-pipeline gpu gpu-tensorflow image-augmentation image-processing machine-learning mxnet neural-network paddle python pytorch
Added: over 1 year ago - Last Synced: 11 months ago - Created: June 01, 2018

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: C++
  • Commits: 3570
  • Committers: 107
  • Issues: 428
  • Pull Requests: 939
  • Owner: NVIDIA
  • Stars: 4939
  • Forks: 605
  • Packages: 12
  • Downloads: 30,223
https://github.com/wherobots/geotorchai

GeoTorchAI: A Framework for Training and Using Spatiotemporal Deep Learning Models at Scale
classification-model convlstm-pytorch deep-learning deep-neural-networks deepsat prediction-model raster-data satellite-classification satellite-images segmentation-models sequence-models spatial-data-analysis spatio-temporal-analysis spatio-temporal-models spatio-temporal-prediction st-resnet
Added: over 1 year ago - Last Synced: 11 months ago - Created: May 23, 2022

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Jupyter Notebook
  • Commits: 189
  • Committers: 6
  • Issues: 33
  • Pull Requests: 34
  • Owner: wherobots
  • Stars: 458
  • Forks: 35
  • Packages: 0
https://github.com/yihong1120/yolov8-license-plate-insights

This repository demonstrates YOLOv8-based license plate recognition with GCP Vision AI integration, enabling versatile real-world applications like vehicle identification, traffic monitoring, and geospatial analysis while capturing vital media metadata for enhanced insights.
computer-vision data-augmentation deep-learning gcp geospatial-analysis license-plate-recognition machine-learning media-metadata ml object-detection ocr opencv optical-character-recognition python pytorch traffic-monitoring ultralytics vehicle-identification vision-ai yolov8
Added: over 1 year ago - Last Synced: 11 months ago - Created: November 02, 2023

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Jupyter Notebook
  • Commits: 59
  • Committers: 2
  • Issues: 2
  • Pull Requests: 0
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 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
Added: over 1 year ago - Last Synced: 11 months ago - Created: March 29, 2022

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 793
  • Committers: 8
  • Issues: 144
  • Pull Requests: 267
  • Owner: WenjieDu
  • Stars: 750
  • Forks: 72
  • Packages: 1
  • Downloads: 34,267
https://github.com/swanhubx/swanlab

🧐SwanLab: track and visualize all the pieces of your machine learning pipeline. 跟踪与可视化你的机器学习全流程
data-science deep-learning fastapi jax machine-learning mlops model-versioning python pytorch tensorboard tensorflow tracking transformers visualization
Added: over 1 year ago - Last Synced: 11 months ago - Created: November 24, 2023

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 160
  • Committers: 11
  • Issues: 309
  • Pull Requests: 336
  • Owner: SwanHubX
  • Stars: 182
  • Forks: 25
  • Packages: 3
  • Downloads: 894
https://github.com/deeprank/deeprank2

An open-source deep learning framework for data mining of protein-protein interfaces or single-residue variants.
convolutional-neural-networks deep-learning graph-neural-networks protein-protein-interfaces pytorch single-residue-variants structural-biology
Added: over 1 year ago - Last Synced: 11 months ago - Created: January 21, 2022

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 2844
  • Committers: 37
  • Issues: 114
  • Pull Requests: 91
  • Owner: DeepRank
  • Stars: 29
  • Forks: 10
  • Packages: 1
  • Downloads: 46
https://github.com/310-ai/lib310

lib310 python package
artifical-intelligense bioinformatics biology deep-learning machine-learning protein
Added: over 1 year ago - Last Synced: 11 months ago - Created: June 15, 2022

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: C++
  • Commits: 195
  • Committers: 5
  • Issues: 2
  • Pull Requests: 9
  • Owner: 310-ai
  • Stars: 21
  • Forks: 2
  • Packages: 1
  • Downloads: 134
https://github.com/BiaPyX/BiaPy

Open source Python library for building bioimage analysis pipelines
biomedical-image-processing classification computer-vision convolutional-neural-networks deep-learning denoising image-processing image-segmentation instance-segmentation machine-learning medical-imaging object-detection python pytorch segmentation self-supervised-learning semantic-segmentation super-resolution
Added: over 1 year ago - Last Synced: 11 months ago - Created: February 28, 2019

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Jupyter Notebook
  • Commits: 1308
  • Committers: 15
  • Issues: 25
  • Pull Requests: 12
  • Owner: BiaPyX
  • Stars: 113
  • Forks: 27
  • Packages: 1
  • Downloads: 370
https://github.com/meetps/pytorch-semseg

Semantic Segmentation Architectures Implemented in PyTorch
deep-learning fully-convolutional-networks pytorch semantic-segmentation
Added: over 1 year ago - Last Synced: 11 months ago - Created: March 22, 2017

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 181
  • Committers: 17
  • Issues: 94
  • Pull Requests: 10
  • Owner: meetps
  • Stars: 3376
  • Forks: 805
  • Packages: 0
https://github.com/wkentaro/imgviz

Image Visualization Tools (object detection, semantic and instance segmentation)
deep-learning image-visualization instance-segmentation object-detection semantic-segmentation
Added: over 1 year ago - Last Synced: 11 months ago - Created: December 26, 2018

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 653
  • Committers: 7
  • Issues: 14
  • Pull Requests: 50
  • Owner: wkentaro
  • Stars: 238
  • Forks: 30
  • Packages: 2
  • Downloads: 21,757
https://github.com/HumanSignal/label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format
annotation annotation-tool annotations boundingbox computer-vision data-labeling dataset datasets deep-learning image-annotation image-classification image-labeling image-labelling-tool label-studio labeling labeling-tool mlops semantic-segmentation text-annotation yolo
Added: over 1 year ago - Last Synced: 11 months ago - Created: June 19, 2019

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: JavaScript
  • Commits: 3307
  • Committers: 127
  • Issues: 306
  • Pull Requests: 587
  • Owner: HumanSignal
  • Stars: 16367
  • Forks: 2018
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https://github.com/volume-em/empanada

Panoptic segmentation algorithms for 2D and 3D electron microscopy images
deep-learning electron-microscopy instance-segmentation panoptic-segmentation pytorch segmentation semantic-segmentation
Added: over 1 year ago - Last Synced: 11 months ago - Created: December 01, 2021

  • Relevant topics? true
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  • Main Language: Python
  • Commits: 151
  • Committers: 4
  • Issues: 6
  • Pull Requests: 16
  • Owner: volume-em
  • Stars: 1
  • Forks: 0
  • Packages: 2
  • Downloads: 208
https://github.com/pycroscopy/atomai

Deep and Machine Learning for Microscopy
deep-kernel-learning deep-learning electron-microscopy ensemble-learning fully-convolutional-networks google-colaboratory imaging jupyter-notebook machine-learning materials materials-science microscopy multivariate-analysis pytorch scanning-probe-microscopy semantic-segmentation variational-autoencoders
Added: over 1 year ago - Last Synced: 11 months ago - Created: September 04, 2020

  • Relevant topics? true
  • External users? true
  • Open source license? true
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  • Main Language: Python
  • Commits: 1262
  • Committers: 8
  • Issues: 14
  • Pull Requests: 69
  • Owner: pycroscopy
  • Stars: 181
  • Forks: 37
  • Packages: 2
  • Downloads: 530
https://github.com/sebi06/napari-czann-segment

Semantic Segmention and Image2Image using DeepLearning ONNX models packaged as *.czann files.
apeer czmodel deep-learning image2image microscopy onnxruntime python semantic-segmentation
Added: over 1 year ago - Last Synced: 11 months ago - Created: June 18, 2022

  • Relevant topics? true
  • External users? true
  • Open source license? true
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  • Main Language: Python
  • Commits: 73
  • Committers: 4
  • Issues: 1
  • Pull Requests: 6
  • Owner: sebi06
  • Stars: 7
  • Forks: 1
  • Packages: 2
  • Downloads: 115
https://github.com/labelmeai/labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
annotations classification computer-vision deep-learning image-annotation instance-segmentation python semantic-segmentation video-annotation
Added: over 1 year ago - Last Synced: 11 months ago - Created: May 09, 2016

  • Relevant topics? true
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  • Main Language: Python
  • Commits: 1395
  • Committers: 67
  • Issues: 97
  • Pull Requests: 107
  • Owner: labelmeai
  • Stars: 12486
  • Forks: 3273
  • Packages: 0
https://github.com/tensorwarp/bitfusion

Deep Learning research project for ideas
artificial-intelligence cpp20 cuda-aware-mpi cuda-programming data-science deep-learning hpc-systems inter-process-communication linear-algebra mpi multi-gpu-inference nvidia scala-native
Added: over 1 year ago - Last Synced: 11 months ago - Created: September 06, 2023

  • Relevant topics? true
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  • Main Language: C++
  • Commits: 171
  • Committers: 1
  • Issues: 0
  • Pull Requests: 2
https://github.com/schemox/wasserstein-generative-adversarial-network-wgan


artificial-intelligence deep-learning gan generative-adversarial-network mnist mnist-dataset wasserstein-gan wgan
Added: over 1 year ago - Last Synced: 11 months ago - Created: December 15, 2023

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  • Main Language: Jupyter Notebook
  • Commits: 9
  • Committers: 2
  • Issues: 0
  • Pull Requests: 1
  • Owner: SCHEMOX
  • Stars: 0
  • Forks: 1
  • Packages: 0
https://github.com/mcg-nju/memotr

[ICCV 2023] MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking
computer-vision deep-learning multi-object-tracking tracking
Added: over 1 year ago - Last Synced: 11 months ago - Created: August 03, 2023

  • Relevant topics? true
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  • Main Language: Python
  • Commits: 73
  • Committers: 3
  • Issues: 17
  • Pull Requests: 0
  • Owner: MCG-NJU
  • Stars: 126
  • Forks: 5
  • Packages: 0
https://github.com/danijar/embodied

Fast reinforcement learning research
artificial-intelligence deep-learning reinforcement-learning research science tools
Added: over 1 year ago - Last Synced: 11 months ago - Created: January 24, 2016

  • Relevant topics? true
  • External users? true
  • Open source license? true
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  • Main Language: Python
  • Commits: 39
  • Committers: 1
  • Issues: 4
  • Pull Requests: 2
  • Owner: danijar
  • Stars: 54
  • Forks: 14
  • Packages: 1
  • Downloads: 30
https://github.com/enlite-ai/maze

Maze Applied Reinforcement Learning Framework
applied-machine-learning automation data-science decision-making deep-learning distributed documentation framework machine-learning monitoring optimization python reinforcement-learning simulation
Added: over 1 year ago - Last Synced: 11 months ago - Created: February 11, 2021

  • Relevant topics? true
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  • Main Language: Python
  • Commits: 1044
  • Committers: 4
  • Issues: 2
  • Pull Requests: 26
  • Owner: enlite-ai
  • Stars: 258
  • Forks: 11
  • Packages: 2
  • Downloads: 63
https://github.com/markub3327/rl-toolkit

RL-Toolkit: A Research Framework for Robotics
deep-learning docker gsde ml openai-gym pybullet reinforcement-learning reverb rl rl-agents rl-algorithms rl-toolkit sac soft-actor-critic tensorflow tensorflow2 truncated-quantile-critics wandb
Added: over 1 year ago - Last Synced: 11 months ago - Created: November 23, 2020

  • Relevant topics? true
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  • Main Language: Python
  • Commits: 916
  • Committers: 3
  • Issues: 0
  • Pull Requests: 69
  • Owner: markub3327
  • Stars: 17
  • Forks: 2
  • Packages: 1
  • Downloads: 248
https://github.com/uoftcprg/pokerkit

[IEEE ToG] An open-source Python library for poker simulations and hand evaluations
artificial-intelligence deep-learning game game-development game-theory holdem-poker imperfect-information-game libratus pluribus poker poker-ai poker-engine poker-evaluator poker-game poker-hands poker-library poker-strategies python reinforcement-learning texas-holdem
Added: over 1 year ago - Last Synced: 11 months ago - Created: February 12, 2021

  • Relevant topics? true
  • External users? true
  • Open source license? true
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  • Main Language: Python
  • Commits: 162
  • Committers: 3
  • Issues: 8
  • Pull Requests: 3
  • Owner: uoftcprg
  • Stars: 168
  • Forks: 19
  • Packages: 1
  • Downloads: 602
https://github.com/yasserben/clouds

[CVPR 2024] Official Implementation of Collaborating Foundation models for Domain Generalized Semantic Segmentation
deep-learning detectron2 domain-adaptation domain-generalization foundation-models mask2former semantic-segmentation transformer
Added: over 1 year ago - Last Synced: 11 months ago - Created: December 15, 2023

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  • Main Language: Python
  • Commits: 4
  • Committers: 1
  • Issues: 2
  • Pull Requests: 0
  • Owner: yasserben
  • Stars: 46
  • Forks: 0
  • Packages: 0
https://github.com/welthungerhilfe/cgm-ml-archive

Child Growth Monitor Machine Learning
ai computer-vision data-science deep-learning depth-camera machine-learning malnutrition python sdg sdgs tensorflow2
Added: over 1 year ago - Last Synced: 11 months ago - Created: June 04, 2018

  • Relevant topics? true
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  • Main Language: Jupyter Notebook
  • Commits: 724
  • Committers: 39
  • Issues: 7
  • Pull Requests: 93
https://github.com/asieradzk/rl_matrix

Reinforcement Learning Agents in .NET
cartpole deep-learning deep-reinforcement-learning dotnet dqn gail gail-ppo machine-learning multi-agent multi-agent-reinforcement-learning multi-environment ppo proximal-policy-optimization reinforcement-learning reinforcement-learning-agent reinforcement-learning-algorithms reinforcement-learning-environments sac soft-actor-critic
Added: over 1 year ago - Last Synced: 11 months ago - Created: August 15, 2023

  • Relevant topics? true
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  • Main Language: C#
  • Commits: 26
  • Committers: 2
  • Issues: 5
  • Pull Requests: 0
  • Owner: asieradzk
  • Stars: 51
  • Forks: 2
  • Packages: 0
https://github.com/marinadunn/europa-chaos-ml

Automated instance segmentation for ice blocks within Europa's chaos terrain using corrected NASA Galileo images.
computer-vision convolutional-neural-networks deep-learning deep-neural-networks europa galileo geophysics geoscience geospatial-analysis instance-segmentation mask-rcnn nasa nasa-data neurips-2023 planetary-science remote-sensing solar-system supervised-learning
Added: over 1 year ago - Last Synced: 11 months ago - Created: October 18, 2023

  • Relevant topics? true
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  • Open source license? true
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  • Main Language: Jupyter Notebook
  • Commits: 135
  • Committers: 3
  • Issues: 3
  • Pull Requests: 3
https://github.com/nachifur/mulimgviewer

MulimgViewer is a multi-image viewer that can open multiple images in one interface, which is convenient for image comparison and image stitching.
computer-vision deep-learning image-comparison image-stitching image-viewer multiple-image-comparison multiple-images multiple-imageview opencas parallel picture-viewer python3 ubuntu viewer windows10
Added: over 1 year ago - Last Synced: 11 months ago - Created: August 10, 2020

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  • Main Language: Python
  • Commits: 573
  • Committers: 11
  • Issues: 56
  • Pull Requests: 43
  • Owner: nachifur
  • Stars: 1057
  • Forks: 100
  • Packages: 1
  • Downloads: 45
https://github.com/kirill-vish/beyond-inet

Code for experiments for "ConvNet vs Transformer, Supervised vs CLIP: Beyond ImageNet Accuracy"
calibration clip computer-vision convnet deep-learning evaluation imagenet invariant-features model-mistake pytorch robustness supervised synthetic-data transfer-learning transformer
Added: over 1 year ago - Last Synced: 11 months ago - Created: November 15, 2023

  • Relevant topics? true
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  • Main Language: Python
  • Commits: 24
  • Committers: 3
  • Issues: 0
  • Pull Requests: 1
https://github.com/jdatpnw/teambappiteam

A style transfer GAN
anime artificial-intelligence deep-learning generative-adversarial-network hackathon image-generation image-processing style-transfer webtoon
Added: over 1 year ago - Last Synced: 11 months ago - Created: November 24, 2023

  • Relevant topics? true
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  • Main Language: Python
  • Commits: 26
  • Committers: 3
  • Issues: 8
  • Pull Requests: 9
  • Owner: JDatPNW
  • Stars: 1
  • Forks: 1
  • Packages: 0
https://github.com/plantnet/geolifeclef

GeoLifeCLEF challenge toolkit and starter code
challenge clef deep-learning lifeclef machine-learning species-distribution-modelling
Added: over 1 year ago - Last Synced: 11 months ago - Created: December 19, 2018

  • Relevant topics? true
  • External users? true
  • Open source license? true
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  • Main Language: Jupyter Notebook
  • Commits: 175
  • Committers: 12
  • Issues: 7
  • Pull Requests: 5
  • Owner: plantnet
  • Stars: 55
  • Forks: 28
  • Packages: 0
https://github.com/greentea-ai/detectsleepstates

Our solution to the Child Mind Institute - Detect Sleep States kaggle competition
convolutional-neural-networks deep-learning long-short-term-memory
Added: over 1 year ago - Last Synced: 11 months ago - Created: October 18, 2023

  • Relevant topics? true
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  • Open source license? true
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  • Main Language: Jupyter Notebook
  • Commits: 50
  • Committers: 4
  • Issues: 1
  • Pull Requests: 16
https://github.com/honghanhh/fsdl_2022_solution

Solution of Full Stack Deep Learning - Course 2022
cnn continual-learning data-annotation data-management deep-learning deployment ethics fullstack pytorch transformers
Added: over 1 year ago - Last Synced: 11 months ago - Created: October 24, 2022

  • Relevant topics? true
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  • Main Language: /projects/review
  • Commits: 8
  • Committers: 1
  • Issues: 1
  • Pull Requests: 0
  • Owner: honghanhh
  • Stars: 2
  • Forks: 1
  • Packages: 0
https://github.com/ignf/odeon

ODEON is a task-agnostic framework for deep learning applied to remote sensing
deep-learning earth-observation gis pytorch pytorch-lightning rasterio remote-sensing
Added: over 1 year ago - Last Synced: 11 months ago - Created: June 23, 2022

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 161
  • Committers: 12
  • Issues: 8
  • Pull Requests: 16
  • Owner: IGNF
  • Stars: 20
  • Forks: 3
  • Packages: 1
  • Downloads: 7
https://github.com/allenai/allenact

An open source framework for research in Embodied-AI from AI2.
ai ai2 computer-vision deep-learning embodied-agent python reinforcement-learning research
Added: over 1 year ago - Last Synced: 11 months ago - Created: January 14, 2020

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 1833
  • Committers: 26
  • Issues: 44
  • Pull Requests: 106
  • Owner: allenai
  • Stars: 296
  • Forks: 46
  • Packages: 2
  • Downloads: 292
https://github.com/lucidrains/llama-qrlhf

Implementation of the Llama architecture with RLHF + Q-learning
artificial-intelligence attention deep-learning q-learning
Added: over 1 year ago - Last Synced: 11 months ago - Created: November 23, 2023

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 19
  • Committers: 1
  • Issues: 1
  • Pull Requests: 0
  • Owner: lucidrains
  • Stars: 148
  • Forks: 4
  • Packages: 0
https://github.com/pancakerr/hsic-platform

A integrated deep learning platform for hyperspectral classification by pytorch
awsome cnn deep-learning fcn hyperspectral hyperspectral-image-classification lightweight mobile patch-based templet
Added: over 1 year ago - Last Synced: 11 months ago - Created: April 13, 2022

  • Relevant topics? true
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  • Open source license? true
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  • Fork? false
  • Main Language: Python
  • Commits: 26
  • Committers: 2
  • Issues: 1
  • Pull Requests: 0
  • Owner: Pancakerr
  • Stars: 4
  • Forks: 1
  • Packages: 0
https://github.com/poseidonchan/tape

Deep learning-based tissue compositions and cell-type-specific gene expression analysis with tissue-adaptive autoencoder (TAPE)
bioinformatics cell-composition-analysis cell-type-specific-gene-expression-analysis computational-biology deep-learning machine-learning precision-medicine rna-seq single-cell-analysis
Added: over 1 year ago - Last Synced: 11 months ago - Created: July 15, 2021

  • Relevant topics? true
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  • Open source license? true
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  • Main Language: Jupyter Notebook
  • Commits: 102
  • Committers: 3
  • Issues: 10
  • Pull Requests: 5
  • Owner: poseidonchan
  • Stars: 42
  • Forks: 10
  • Packages: 1
  • Downloads: 146
https://github.com/paccmann/paccmann_datasets

pytoda - PaccMann PyTorch Dataset Classes. Read the docs: https://paccmann.github.io/paccmann_datasets/
bioinformatics chemoinformatics deep-learning python pytorch rdkit smiles
Added: over 1 year ago - Last Synced: 11 months ago - Created: November 01, 2019

  • Relevant topics? true
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  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 222
  • Committers: 14
  • Issues: 23
  • Pull Requests: 78
  • Owner: PaccMann
  • Stars: 25
  • Forks: 7
  • Packages: 1
  • Downloads: 113
https://github.com/hku-bal/clairs-to

ClairS-TO - a deep-learning method for tumor-only somatic variant calling
bioinformatics deep-learning genomics illumina long-read-sequencing long-reads nanopore ont pacbio snvs somatic-mutations somatic-variants tumor-only tumors variant-calling variants
Added: over 1 year ago - Last Synced: 11 months ago - Created: November 07, 2023

  • Relevant topics? true
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  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 76
  • Committers: 6
  • Issues: 1
  • Pull Requests: 2
  • Owner: HKU-BAL
  • Stars: 32
  • Forks: 2
  • Packages: 0
https://github.com/likyoo/ban

The pytorch implementation for "A New Learning Paradigm for Foundation Model-based Remote Sensing Change Detection"
change-detection computer-vision deep-learning remote-sensing-image
Added: over 1 year ago - Last Synced: 11 months ago - Created: November 28, 2023

  • Relevant topics? true
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  • Open source license? true
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  • Main Language: Python
  • Commits: 26
  • Committers: 1
  • Issues: 4
  • Pull Requests: 0
  • Owner: likyoo
  • Stars: 65
  • Forks: 2
  • Packages: 0
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
Added: over 1 year ago - Last Synced: 11 months ago - Created: November 11, 2023

  • Relevant topics? true
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  • Fork? false
  • Main Language: C++
  • Commits: 1529
  • Committers: 3
  • Issues: 2
  • Pull Requests: 0
  • Owner: rl-tools
  • Stars: 135
  • Forks: 5
  • Packages: 0
https://github.com/deepraj1729/tchatbot

A ChatBot framework to create customizable all purpose Chatbots using NLP, Tensorflow, Speech Recognition
artificial-intelligence chatbot-framework conda deep-learning framework git github machine-learning neural-networks nlp nltk numpy pip pypi python3 sklearn speech-recognition tensorflow virtual-environment
Added: over 1 year ago - Last Synced: 11 months ago - Created: June 22, 2020

  • Relevant topics? true
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  • Open source license? true
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  • Main Language: Python
  • Commits: 32
  • Committers: 5
  • Issues: 1
  • Pull Requests: 11
  • Owner: deepraj1729
  • Stars: 20
  • Forks: 1
  • Packages: 1
  • Downloads: 20
https://github.com/mv1388/aitoolbox

PyTorch Model Training and Experiment Tracking Framework
deep-learning machine-learning nlp python pytorch research
Added: over 1 year ago - Last Synced: 11 months ago - Created: July 18, 2017

  • Relevant topics? true
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  • Open source license? true
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  • Main Language: Python
  • Commits: 1952
  • Committers: 2
  • Issues: 0
  • Pull Requests: 100
  • Owner: mv1388
  • Stars: 2
  • Forks: 2
  • Packages: 1
  • Downloads: 95
https://github.com/csfromcs/vhs-thesis

ALIVE Research on E-Jeep video detection using neural network as location tracking.
autoencoder deep-learning feature-engineering linear-regression machine-learning neural-network thesis transformers transportation vision vision-detection xgboost xgboost-regression
Added: over 1 year ago - Last Synced: 11 months ago - Created: February 07, 2023

  • Relevant topics? true
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  • Fork? false
  • Main Language: Jupyter Notebook
  • Commits: 97
  • Committers: 4
  • Issues: 0
  • Pull Requests: 12
  • Owner: CSfromCS
  • Stars: 0
  • Forks: 0
  • Packages: 0
https://github.com/z-mahmud22/mask-rcnn_tf2.14.0

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow 2.14.0 and Python 3.10.12
computer-vision convolutional-neural-networks deep-learning instance-segmenation keras keras-tensorflow mask-rcnn object-detection python tensorflow2
Added: over 1 year ago - Last Synced: 11 months ago - Created: November 22, 2023

  • Relevant topics? true
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  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 43
  • Committers: 1
  • Issues: 4
  • Pull Requests: 0
  • Owner: z-mahmud22
  • Stars: 30
  • Forks: 15
  • Packages: 0
https://github.com/xinglab-ai/genomap

Cartography of Genomic Interactions Enables Deep Analysis of Single-Cell Expression Data (Nature Communications, 2023)
bioinfomatics-pipeline bioinformatics bioinformatics-tool biomarker-discovery biomarkers cell-annotation classification-algorithm data-classification deep-learning genomic-data-analysis genomics genomics-visualization multi-omic-integration regression-algorithms single-cell tabular-data trajectory-inference visualization
Added: over 1 year ago - Last Synced: 11 months ago - Created: January 14, 2023

  • Relevant topics? true
  • External users? true
  • Open source license? true
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  • Fork? false
  • Main Language: Python
  • Commits: 108
  • Committers: 6
  • Issues: 1
  • Pull Requests: 45
  • Owner: xinglab-ai
  • Stars: 11
  • Forks: 2
  • Packages: 1
  • Downloads: 178
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
Added: over 1 year ago - Last Synced: 11 months ago - Created: November 24, 2023

  • Relevant topics? true
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  • Open source license? true
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  • Fork? false
  • Main Language: Python
  • Commits: 57
  • Committers: 2
  • Issues: 10
  • Pull Requests: 2
  • Owner: AILab-CVC
  • Stars: 813
  • Forks: 49
  • Packages: 0
https://github.com/gradio-app/gradio

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
data-analysis data-science data-visualization deep-learning deploy gradio gradio-interface hacktoberfest interface machine-learning models python python-notebook ui ui-components
Added: 11 months ago - Last Synced: 11 months ago - Created: December 19, 2018

  • Relevant topics? true
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  • Fork? false
  • Main Language: Python
  • Commits: 4204
  • Committers: 153
  • Issues: 3264
  • Pull Requests: 2306
  • Owner: gradio-app
  • Stars: 29581
  • Forks: 2196
  • Packages: 17
  • Downloads: 11,141,053