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autodataplatform's Projects

alphapy icon alphapy

Automated Machine Learning [AutoML] for Python

ansible icon ansible

Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy. Avoid writing scripts or custom code to deploy and update your applications— automate in a language that approaches plain English, using SSH, with no agents to install on remote systems.

auto_ml icon auto_ml

Automated machine learning for analytics & production

awesome-automl-papers icon awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

datacleaner icon datacleaner

A Python tool that automatically cleans data sets and readies them for analysis.

deeppreprocess icon deeppreprocess

An Open Source Python Package to make Data preprocessing for deep learning simple and painless

diaml icon diaml

Semi-automated machine learning pipelines

empythy icon empythy

Automated NLP sentiment predictions- batteries included, or use your own data

impyute icon impyute

Data imputations library to preprocess datasets with missing data

luigi icon luigi

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

machinejs icon machinejs

Automated machine learning- just give it a data file! Check out the production-ready version of this project at ClimbsRocks/auto_ml

mlbox icon mlbox

MLBox is a powerful Automated Machine Learning python library.

pic2vec icon pic2vec

Lightweight package for featurizing images

pipelineopt icon pipelineopt

Pipelineopt, sckit-learn automatic pipeline optimization

python icon python

Some Python scripts for data preprocessing and feature extracting

tpot icon tpot

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

xcessiv icon xcessiv

A web-based application for quick, scalable, and automated hyperparameter tuning and stacked ensembling in Python.

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