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machine-learning-pipelines

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ClimbsRocks / auto_ml

[UNMAINTAINED] Automated machine learning for analytics & production

python data-science machine-learning deep-learning analytics tensorflow scikit-learn keras artificial-intelligence xgboost hyperparameter-optimization lightgbm machine-learning-library deeplearning production-ready feature-engineering machine-learning-pipelines automl gradient-boosting automated-machine-learning

Updated Feb 10, 2021
Python

yzhao062 / combo

(AAAI' 20) A Python Toolbox for Machine Learning Model Combination

python data-science machine-learning data-mining pipeline-framework ensemble-learning aggregation machine-learning-pipelines model-combination

Updated Jan 14, 2023
Python

distributed-ml-patterns

terrytangyuan / distributed-ml-patterns

Distributed Machine Learning Patterns from Manning Publications by Yuan Tang https://bit.ly/2RKv8Zo

python kubernetes devops distributed-systems data-science machine-learning book tensorflow cloud-computing argo cloud-native machine-learning-pipelines distributed-machine-learning kubeflow mlops large-scale-machine-learning argo-workflows manning-publications

Updated Sep 22, 2025
Python

PacktWorkshops / The-Data-Science-Workshop

A New, Interactive Approach to Learning Data Science

python machine-learning random-forest regression datascience dimensionality-reduction feature-engineering data-preparation machine-learning-pipelines binaryclassification clusteranalysis hyperparameter-tuning- ensemble-learning-

Updated Sep 5, 2025
Jupyter Notebook

MLBazaar / MLPrimitives

Primitives for machine learning and data science.

machine-learning pipelines primitives hyperparameter-tuning machine-learning-pipelines automl

Updated Nov 20, 2024
Python

AlexIoannides / pipeliner

Machine learning pipelines for R.

workflow data-science machine-learning r statistics pipeline prediction machine-learning-pipelines transform-functions

Updated Dec 22, 2016
R

bmabey / provenance

Provenance and caching library for python functions, built for creating lightweight machine learning pipelines

python caching provenance machine-learning-pipelines

Updated Dec 2, 2020
Python

vchaparro / wind-power-forecasting

Wind Power Forecasting using Machine Learning techniques.

energy random-forest svm pipelines forecasting mars wind ann knn machine-learning-pipelines mlflow-tracking-server kedro wind-power-forecasting data-science-challenge

Updated Mar 25, 2023
Python

uzaymacar / exemplary-ml-pipeline

Exemplary, annotated machine learning pipeline for any tabular data problem.

modeling sklearn h2o data-visualization feature-selection feature-engineering data-cleaning machine-learning-pipelines feature-scaling data-imputation featuretools feature-encoding

Updated Aug 30, 2019
Jupyter Notebook

lsjsj92 / kubeflow_example

kubeflow example

python dockerfile machine-learning deep-learning ml python3 machine-learning-pipelines kubeflow mlops kubeflow-pipelines

Updated Jun 26, 2021
Python

awesome-mlops / awesome-mlops-kubernetes

A curated list of awesome open source tools and commercial products that will help you train, deploy, monitor, version, scale, and secure your production machine learning on kubernetes 🚀

kubernetes workflow machine-learning deep-learning ml orchestration dataops operator machine-learning-pipelines model-management model-training machine-learning-workflow machine-learning-projects machine-learning-training mlops ml-pipeline model-monitoring machine-learning-operations ml-workbench

Updated Apr 20, 2022

boschresearch / ExeKGLib

Python library for Executable Machine Learning Knowledge Graphs

python data-science machine-learning machine-learning-pipelines knowledge-graph-construction

Updated Oct 15, 2025
Python

charumakhijani / spark-ml-deployment

spark machine-learning-pipelines ml-production ml-deployment batch-prediction

Updated Dec 9, 2020
Jupyter Notebook

Ezzaldin97 / Batch-Serving-ML-Pipeline

create a robust, simple, effecient, and modern end to end ML Batch Serving Pipeline Using set of modern open-source/free Platforms/Tools

machine-learning scheduling forecasting data-version-control batch-processing machine-learning-pipelines machine-learning-application mlops model-monitoring experiment-tracking

Updated Jan 28, 2024
Python

simplybusiness / code-first-pipelines

A code-first way to define Ploomber pipelines

data-pipelines machine-learning-pipelines ploomber

Updated Oct 28, 2022
Python

aravind-selvam / ml-pipeline-using-stroke-data

This project demonstrates the implementation of a ML pipeline and CI/CD using data on heart strokes. The pipeline includes data preprocessing, model training and evaluation, and deployment. The project leverages GitHub for version control and integration with GitHub actions for efficient and automated model updates.

machine-learning cicd machine-learning-pipelines ml-pipeline

Updated Jan 31, 2023
Jupyter Notebook

ZIYU-DEEP / Predicting-Terrorist-Attack-Using-Machine-Learning

This project provides a machine learning pipeline to predict terrorist attack.

machine-learning-pipelines rnn-pytorch terrorist-attacks

Updated May 30, 2024
Jupyter Notebook

dphot / app

Análise Avançada de Intervenção para Ansiedade com SHAP

data-visualization machine-learning-pipelines feature-importance explainability shap-values llms-reasoning anxiety-intervention

Updated Feb 27, 2025
Jupyter Notebook

guiferviz / recipipe

Improved pipelines for data science projects.

data-science machine-learning pipeline sklearn preprocessing machine-learning-pipelines

Updated Jun 11, 2020
Python

gperakis / Sentiment-Analysis-On-Customer-Reviews

Sentiment analysis on customer reviews using machine learning and python

python machine-learning sentiment-analysis python3 text-analytics machine-learning-pipelines classification-report glove-embeddings

Updated Mar 26, 2018
Python

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