automl-algorithms

Here are 16 public repositories matching this topic...

AutoViML / AutoViz

Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.

visualization python machine-learning scikit-learn python3 xgboost tableau automl tpot automated-machine-learning auto-sklearn automl-algorithms

Updated Jun 10, 2024
Python

sb-ai-lab / LightAutoML

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Fast and customizable framework for automatic ML model creation (AutoML)

python nlp data-science machine-learning regression kaggle binary-classification automl multiclass-classification automated-machine-learning lama automatic-machine-learning automl-algorithms

Updated Nov 2, 2024
Python

AutoViML / Auto_ViML

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Automatically Build Multiple ML Models with a Single Line of Code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.

python machine-learning scikit-learn python3 xgboost automl tpot automated-machine-learning autosklearn autokeras auto-viml automl-algorithms

Updated Jul 9, 2024
Python

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

PKU-DAIR / 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 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

sensiml / piccolo

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SensiML's open-source AutoML solution for Edge AI model development

machine-learning-algorithms automl iot-application automl-algorithms tinyml microcontroller-programming tinymlkit

Updated Nov 5, 2024
Python

naszilla / nas-encodings

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Encodings for neural architecture search

deep-learning tensorflow pytorch nas automl neural-architecture-search nasbench automl-algorithms automl-experiments

Updated Apr 5, 2021
Python

sapientml / core

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A SapientML plugin of SapientMLGenerator

python python3 automl automl-algorithms

Updated Nov 4, 2024
Python

MainRo / xgbtune

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a library to tune xgboost models

machine-learning xgboost hyperparameter-optimization tuning-parameters hyperparameter-tuning automl gradient-boosting parameter-tuning automl-algorithms

Updated Feb 14, 2020
Python

FernandoLpz / TPOT-Optimal-Pipeline-Searching

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This repository contains an implementation of TPOT for obtaining optimal pipelines with the use of genetic algorithms.

machine-learning pipeline genetic-algorithm assistant genetic-programming optimization-methods optimization-tools optimization-algorithms tpot automl-algorithms automl-experiments autml

Updated Dec 21, 2020
Python

EugenHotaj / daas

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AutoML as a Service.

machine-learning automl automated-machine-learning automl-api automl-algorithms automl-products automl-benchmark automl-pipeline

Updated Jan 1, 2023
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

blurred-machine / shrinkit

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Shrinkit is a powerful GUI-based Python library designed for automating machine learning tasks. With its intuitive interface, Shrinkit simplifies the process of building, training, and evaluating machine learning models, making it accessible to users of all skill levels. Shrinkit is a No-code package which can be used as a GUI.