automl-pipeline

Here are 14 public repositories matching this topic...

upgini / upgini

Data search & enrichment library for Machine Learning → Easily find and add relevant features to your ML & AI pipeline from hundreds of public and premium external data sources, including open & commercial LLMs

Updated Oct 21, 2024
Python

PKU-DAIR / mindware

Star

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

TsLu1s / TSForecasting

Star

TSForecasting: Automated Time Series Forecasting Framework

python data-science machine-learning timeseries scikit-learn xgboost forecasting lightgbm automl timeseries-analysis catboost timeseries-forecasting autogluon automl-pipeline automated-forecasting automated-timeseries-forecasting

Updated Oct 23, 2024
Python

IBM / sail

Star

Library for streaming data and incremental learning algorithms.

machine-learning deep-learning distributed-computing ray incremental-learning ml-pipelines automl-pipeline

Updated Feb 24, 2024
Python

Niklauseik / FiLM-Benchmark

Star

Benchmark pipeline for evaluating language models on financial tasks, including sentiment analysis and credit scoring. Supports over ten tasks with modular design for easy integration of new tasks. Provides automated performance metrics for standardized evaluation, benefiting researchers and practitioners in finance.

benchmarking pipeline financial-analysis nlp-machine-learning automl-pipeline

Updated Sep 17, 2024
Python

TsLu1s / Atlantic

Star

Atlantic: Automated Data Preprocessing Framework for Supervised Machine Learning

python data-science machine-learning automation scikit-learn feature-selection data-preprocessing predictive-modeling automl predictive-maintenance onehot-encoder label-encoder preprocessing-pipeline automl-pipeline

Updated Oct 24, 2024
Python

jianzhnie / AutoTimm

Star

Auto torch image models: train and evaluation

pytorch semi-supervised-learning image-classification transfer-learning self-supervised-learning image-transformer pytorch-lightning automl-pipeline timm

Updated Dec 7, 2021
Python

thompson0012 / PyEmits

Star

Sugar candy for data scientist. Easy manipulation in time-series data analytics works.

python data-science machine-learning framework time-series etl forecasting time-series-analysis anomaly-detection etl-pipeline etl-process automl-pipeline

Updated Feb 23, 2024
Python

g0bel1n / TinyAutoML

Star

TinyAutoML is a comprehensive Pipeline Classifier Project thought as a Scikit-learn plugin

machine-learning scikit-learn automl-pipeline

Updated May 19, 2023
Python

eurobios-mews-labs / palma

Star

This library aims at providing tools for an automatic machine learning approach. As many tools already exist to establish one or the other component of an AutoML approach, the idea of this library is to provide a structure rather than to implement a complete service.

python machine-learning sklearn machine-learning-algorithms automl data-leakage drift-detection automl-api automl-pipeline

Updated Jul 24, 2024
Python

EugenHotaj / daas

Star

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

blurred-machine / shrinkit

Star

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.