automl-algorithms

An efficient open-source AutoML system for automating machine learning lifecycle, including feature engineering, neural architecture search, and hyper-parameter tuning.

python distributed-systems data-science machine-learning deep-learning ensemble-learning bayesian-optimization neural-architecture-search meta-learning hyper-parameter-optimization blackbox-optimization automl-algorithms automl-pipeline knobs-tuning

Updated Nov 16, 2021
Python

mlopt is an AutoML library. Implementing some meta-heuristics optimization algorithms to generate fully trained and hyper parameterized ML models. The most used are Genetic Algorithm, PSO Algorithm and ACO Algorithm.

pso-algorithm automl-algorithms ga-algorithm aco-algorithm

Updated Dec 21, 2021
Python

dnyanshwalwadkar / Prediction-of-Heart-Failure-Using-a-Combination-of-Machine-Learning-AutoML

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The correct prediction of heart disease can prevent life threats, and incorrect prediction can prove to be fatal at the same time. In this paper different machine learning algorithms and H20 AutoML are applied to compare the results and analysis of the Machine Learning Heart Disease dataset.

python data-science machine-learning artificial-intelligence h2oai heart-disease automl-algorithms

Updated Jan 16, 2022
Jupyter Notebook

thomas-young-2013 / mindware

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An efficient open-source AutoML system for automating machine learning lifecycle, including feature engineering, neural architecture search, and hyper-parameter tuning.

python data-science machine-learning automation deep-learning pypi hyperparameter-optimization ensemble-learning machinelearning feature-engineering bayesian-optimization hyperparameter-tuning automl automated-machine-learning machine-learning-models machine-learning-projects machinelearning-python automl-algorithms

Updated Jan 26, 2022
Python

bchryzal / Genome-sequence-undergoing-mutation

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Predict the likelihood of a genome sequence undergoing mutation.

python data-science machine-learning bioinformatics deep-learning tensorflow cross-validation artificial-intelligence keras-tensorflow classification-algorithm optuna catboost-model automl-algorithms evalml

Updated May 24, 2022
Jupyter Notebook

bchryzal / Autism-Prediction

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Autism Prediction in Adults

data-science machine-learning artificial-intelligence classification-algorithm autism-spectrum-disorder xgboost-algorithm optuna catboost-model lightgbm-models automl-algorithms flaml

Updated Jun 15, 2022
Jupyter Notebook

SkBlaz / autobot

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An autoML for explainable text classification.

python nlp data-science machine-learning natural-language-processing data-mining text-classification distributed-computing classification evolutionary-algorithms ensemble-learning transfer-learning representation-learning sparse-matrices automl multimodal-learning automl-algorithms automl-experiments transformers-models

Updated Jul 11, 2022
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Moodrammer / Bike-Sharing-Demand-Prediction

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🚲📈📊 Udacity AWS-MLE Nanodegree project 1️⃣ - Submission to the Bike Sharing Demand Prediction Competition on Kaggle using awslabs autogluon library, Competition link : https://www.kaggle.com/c/bike-sharing-demand/overview

machine-learning pandas kaggle-competition automl-algorithms autogluon-mxnet aws-mle-nanodegree