automl

Here are 746 public repositories matching this topic...

ray-project / ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.

python java data-science machine-learning reinforcement-learning deep-learning deployment tensorflow optimization parallel pytorch distributed model-selection hyperparameter-optimization ray automl hyperparameter-search serving rllib

Updated Oct 28, 2022
Python

microsoft / nni

Star

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

Updated Oct 28, 2022
Python

ml-tooling / best-of-ml-python

Star

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

python nlp data-science machine-learning awesome deep-learning tensorflow scikit-learn python-library keras ml data-visualization pytorch transformer data-analysis automl jax data-visualizations best-of

Updated Oct 27, 2022

mindsdb / mindsdb

Star

In-Database Machine Learning

mysql machine-learning clickhouse postgresql ml snowflake mariadb pytorch artificial-intelligence machine-learning-api hacktoberfest automl explainable-ai explainable-ml singlestore

Updated Oct 28, 2022
Python

EpistasisLab / tpot

Star

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

python data-science machine-learning automation random-forest scikit-learn model-selection xgboost hyperparameter-optimization feature-engineering automl gradient-boosting automated-machine-learning parameter-tuning

Updated Aug 25, 2022
Python

keras-team / autokeras

Star

AutoML library for deep learning

python machine-learning deep-learning tensorflow keras automl automated-machine-learning neural-architecture-search autodl

Updated Oct 24, 2022
Python

automl / auto-sklearn

Star

Automated Machine Learning with scikit-learn

scikit-learn hyperparameter-optimization bayesian-optimization hyperparameter-tuning automl automated-machine-learning smac meta-learning hyperparameter-search metalearning

Updated Oct 26, 2022
Python

alteryx / featuretools

Star

An open source python library for automated feature engineering

python data-science machine-learning scikit-learn feature-engineering automl automated-machine-learning automated-feature-engineering

Updated Oct 27, 2022
Python

google / automl

Star

Google Brain AutoML

object-detection automl efficientnet efficientdet efficientnetv2

Updated Oct 9, 2022
Jupyter Notebook

awslabs / autogluon

Star

AutoGluon: AutoML for Image, Text, and Tabular Data

data-science machine-learning natural-language-processing computer-vision deep-learning scikit-learn tabular-data pytorch hyperparameter-optimization image-classification ensemble-learning object-detection transfer-learning structured-data gluon automl automated-machine-learning autogluon

Updated Oct 28, 2022
Python

quark0 / darts

Star

Differentiable architecture search for convolutional and recurrent networks

deep-learning language-modeling pytorch recurrent-networks image-classification convolutional-networks automl neural-architecture-search

Updated Jan 3, 2021
Python

tensorflow / adanet

Star

Fast and flexible AutoML with learning guarantees.

python machine-learning deep-learning tensorflow gpu ensemble automl learning-theory neural-architecture-search distributed-training tpu

Updated Aug 30, 2021
Jupyter Notebook

nidhaloff / igel

Sponsor

Star

a delightful machine learning tool that allows you to train, test, and use models without writing code

data-science machine-learning automation neural-network scikit-learn sklearn machine-learning-algorithms artificial-intelligence neural-networks data-analysis machine-learning-library machinelearning preprocessing hacktoberfest automl scikitlearn-machine-learning automl-experiments hacktoberfest2021

Updated Feb 6, 2022
Python

salesforce / Merlion

Star

Merlion: A Machine Learning Framework for Time Series Intelligence

benchmarking machine-learning time-series forecasting ensemble-learning automl anomaly-detection

Updated Oct 28, 2022
Python

Tencent / PocketFlow

Star

An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.

computer-vision deep-learning mobile-app automl model-compression

Updated Jan 15, 2021
Python

keras-team / keras-tuner

Star

A Hyperparameter Tuning Library for Keras

machine-learning deep-learning tensorflow keras hyperparameter-optimization automl

Updated Oct 16, 2022
Python

zenml-io / zenml

Star

ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.

workflow data-science machine-learning ai deep-learning tensorflow ml pipelines pytorch production-ready devops-tools hacktoberfest automl mlops hacktobe zenml metadata-tracking

Updated Oct 28, 2022
Python

microsoft / forecasting

Star

Time Series Forecasting Best Practices & Examples

python machine-learning r deep-learning time-series best-practices jupyter-notebook tidyverse artificial-intelligence forecasting lightgbm retail prophet hyperparameter-tuning demand-forecasting automl model-deployment azure-ml dilated-cnn

Updated Jun 22, 2022
Python

mljar / mljar-supervised

Star

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

Updated Oct 21, 2022
Python

salesforce / TransmogrifAI

Star

TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning

Updated Feb 24, 2022
Scala

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