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199 search results found

Kubeflow ⭐ 13,364

Machine Learning Toolkit for Kubernetes

Papermill ⭐ 5,513

📚 Parameterize, execute, and analyze notebooks

Pyannote Audio ⭐ 4,460

Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding

Deeplearningproject ⭐ 4,043

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

Orchest ⭐ 3,876

Build data pipelines, the easy way 🛠️

Polyaxon ⭐ 3,438

MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

Ploomber ⭐ 3,318

The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️

Cube Studio ⭐ 1,710

cube studio开源云原生一站式机器学习/深度学习AI平台，支持sso登录，多租户/多项目组，数据资产对

Data Science Complete Tutorial ⭐ 1,575

For extensive instructor led learning

Mlops ⭐ 1,427

Deepstream_python_apps ⭐ 1,247

DeepStream SDK Python bindings and sample applications

Monk_object_detection ⭐ 550

A one-stop repository for low-code easily-installable object detection pipelines.

Kubeflow’s superfood for Data Scientists

Medspacy ⭐ 448

Library for clinical NLP with spaCy.

Building Machine Learning Pipelines ⭐ 403

Code repository for the O'Reilly publication "Building Machine Learning Pipelines" by Hannes Hapke & Catherine Nelson

Fastsurfer ⭐ 402

PyTorch implementation of FastSurferCNN

Provides everything needed for high performance data loading and augmentation in pytorch.

Mimic_extract ⭐ 283

MIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III

Low-code Python library to safely use notebooks in production: schedule workflows, generate assets, trigger webhooks, send notifications, build pipelines, manage secrets (Cloud-only)

Feature Selection For Machine Learning ⭐ 248

Code repository for the online course Feature Selection for Machine Learning

Codeflare ⭐ 199

Simplifying the definition and execution, scaling and deployment of pipelines on the cloud.

Activitynet 2016 Cvprw ⭐ 185

Tools to participate in the ActivityNet Challenge 2016 (NIPSW 2016)

Automl_service ⭐ 184

Deploy AutoML as a service using Flask

Zenbytes ⭐ 169

A simple guide to MLOps through ZenML and its various integrations.

Data Pipelines Course ⭐ 150

Course materials for my data pipeline video course with O'Reilly

Automated Tool for Optimized Modelling

Sequana ⭐ 136

Sequana: a set of Snakemake NGS pipelines

Kubeflowdojo ⭐ 123

Repository to hold code, instructions, demos and pointers to presentation assets for Kubeflow Dojo

Soccer_xg ⭐ 118

A Python package for training and analyzing expected goals (xG) models in soccer.

Long Read Pipelines ⭐ 108

Long read production pipelines

Kaggle Ds Bowl 2018 Baseline ⭐ 104

Full train/inference/submission pipeline adapted to the competition from https://github.com/matterport/Mask_RCNN

Spark Nlp Models ⭐ 100

Models and Pipelines for the Spark NLP library

Biojupies ⭐ 94

Automated generation of tailored bioinformatics Jupyter Notebooks via a user interface.

Covid Notebooks ⭐ 94

Jupyter notebooks that analyze COVID-19 time series data

Deployml_course ⭐ 93

Репозиторий для открытого курса «Промышленная эксплуатация моделей машинного обучения»

Automlops ⭐ 92

Build MLOps Pipelines in Minutes

End to end MLRun demos

Stock Return Prediction Using Knn Svm Guassian Process Adaboost Tree Regression And Qda ⭐ 85

Forecast stock prices using machine learning approach. A time series analysis. Employ the Use of Predictive Modeling in Machine Learning to Forecast Stock Return. Approach Used by Hedge Funds to Select Tradeable Stocks

Breast Cancer Risk Prediction ⭐ 83

Classification of Breast Cancer diagnosis Using Support Vector Machines

Pipelinevis ⭐ 79

Pipeline Profiler is a tool for visualizing machine learning pipelines generated by AutoML tools.

Mlvtools Tutorial ⭐ 78

Tutorial for a new versioning Machine Learning pipeline

Projects ⭐ 76

Sample projects using Ploomber.

Data Engineering Nanodegree ⭐ 76

Projects done in the Data Engineering Nanodegree by Udacity.com

Understaing Datasets Estimators Tfrecords ⭐ 75

Try to use tf.estimator and tf.data together to train a cnn model.

Monai Deploy App Sdk ⭐ 74

MONAI Deploy App SDK offers a framework and associated tools to design, develop and verify AI-driven applications in the healthcare imaging domain.

Imcsegmentationpipeline ⭐ 73

A pixel classification based multiplexed image segmentation pipeline

Zika Rnaseq Pipeline ⭐ 73

An open RNA-Seq data analysis pipeline tutorial with an example of reprocessing data from a recent Zika virus study

Neoantigen Vaccine Pipeline ⭐ 72

Bioinformatics pipeline for selecting patient-specific cancer neoantigen vaccines

Amazon Sagemaker Safe Deployment Pipeline ⭐ 71

Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.

Tutorials ⭐ 70

CellProfiler tutorial pipelines and images

Microscopy Image Cytometry Toolkit

Examples ⭐ 69

A repository of examples for Elyra (https://github.com/elyra-ai/elyra)

Great_expectations_action ⭐ 68

A GitHub Action that makes it easy to use Great Expectations to validate your data pipelines in your CI workflows.

Salmonte ⭐ 67

SalmonTE is an ultra-Fast and Scalable Quantification Pipeline of Transpose Element (TE) Abundances

Example templates for the delivery of custom ML solutions to production so you can get started quickly without having to make too many design choices.

Bigquery ⭐ 62

BigQuery import and processing pipelines

The Hyperscanning Python Pipeline

Examples ⭐ 60

📝 Examples of how to use Neptune for different use cases and with various MLOps tools

Ploomber Engine ⭐ 57

A toolbox 🧰 for Jupyter notebooks 📙: testing, experiment tracking, debugging, profiling, and more!

Sign Language And Static Gesture Recognition Using Sklearn ⭐ 56

A Machine Learning pipeline that performs hand localization and static-gesture recognition built using the scikit learn and scikit image libraries http://www.ssreehari.com/Sign-language-and-static-

NeuroData's MRI to Graphs (m2g) - structural connectome estimation package and pipeline

Deep_learning_for_structured_data ⭐ 53

Production repo to accompany Deep Learning with Structured Data book from Manning: https://www.manning.com/books/deep-learning-with-s

Detectozord ⭐ 52

utilizing PointNet+ PCL for object detection, classification and pose estimation from point clouds

Scenicprotocol ⭐ 52

A scalable SCENIC workflow for single-cell gene regulatory network analysis

Genelab_data_processing ⭐ 50

Packet_cafe ⭐ 49

A platform built for easy-to-use automated network traffic analysis

Onnx_transformers ⭐ 49

Accelerated NLP pipelines for fast inference on CPU. Built with Transformers and ONNX runtime.

Coronavirus Stats ⭐ 47

Automatically scrape data and statistics on Coronavirus to make them easily accessible in CSV format

Semantic Shapes ⭐ 47

A semantic segmentation pipeline for custom image annotation

Turkish Bert Nlp Pipeline ⭐ 44

Bert-base NLP pipeline for Turkish, Ner, Sentiment Analysis, Question Answering etc.

Geoweaver ⭐ 43

a web system to allow users to automatically record history and manage complicated scientific workflows in web browsers involving the online spatial data facilities, high-performance computation platforms, and open-source libraries.

Repository fo Data Engineering Course

Scalable creating/updating of metagenome profiling databases

A Google Cloud-based pipeline for tagging image and video ads based on their content, enabling advanced creative analysis.

Genome scaffolding based on HiC data in heterozygous and high ploidy genomes

Ley Lab MetaGenome Profiler DataBase generator

Nn Decoding ⭐ 40

Brain decoding/encoding with neural network language models

Deep Learning Pyspark ⭐ 40

Deep Learning with Apache Spark and Deep Cognition

Nanocorrect ⭐ 39

Experimental pipeline for correcting nanopore reads

Img_pipe ⭐ 38

Image processing pipeline for ECoG data

Face Id With Medical Masks ⭐ 38

Face ID recognition with medical masks

Dlinputs ⭐ 37

Input pipelines for large scale, sharded training of deep learning models.

Preprocessy ⭐ 36

Python package for Customizable Data Preprocessing Pipelines

Automating Livestream Video Monitoring ⭐ 34

This repo presents a demo application for realtime livestream video quality monitoring using AWS serverless and AI/ML services.

Legacypipe ⭐ 33

Image reduction pipeline for the DESI Legacy Imaging Surveys, using the Tractor framework

NitroML is a modular, portable, and scalable model-quality benchmarking framework for Machine Learning and Automated Machine Learning (AutoML) pipelines.

Openpilot Pipeline ⭐ 31

Training pipeline for end-to-end self-driving with Comma AI's Openpilot. WIP

Kubeflow Data Science On Steroids ⭐ 30

The blog post about Kubeflow, including all materials

Demo Bank Customer Churn ⭐ 30

Demo DVC project training a classification model on tabular data

Portfolio ⭐ 30

Data Science Portfolio

Tf2 Tutorial ⭐ 30

Tensorflow 2 Tutorials (use tensorflow and keras in a better way!)

Carrada_dataset ⭐ 29

Sparkdltrigger ⭐ 28

Repo for the article "Machine Learning Pipelines with Modern Big DataTools for High Energy Physics"

Predict Fraud Using Auto Ai ⭐ 28

Use AutoAI to detect fraud

Data Engineer Nanodegree Projects Udacity ⭐ 27

Projects done in the Data Engineer Nanodegree Program by Udacity.com

Pairs Pipeline ⭐ 26

Pairs trading strategy that includes a research pipeline for identifying and selecting pairs. Tests all possible pairs in a universe for cointegration using the Johansen test, then runs in-sample backtests on all cointegrating pairs, then runs an out-of-sample backtest on the 5 best performing pairs.

Odsc_india_2018 ⭐ 26

My presentation at ODSC India 2018 about Deep Learning with Apache Spark

Readmission Risk ⭐ 26

30-day patient readmission model, developed in collaboration with Sutter Health.

A library for creating and curating reproducible pipelines for scientific and industrial machine learning

E Mission Server ⭐ 25

The backend (server) code for the e-mission server

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