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ace

Python package for performing the Alternating Conditional Expectation (ACE) regression

amldataprepdocs

Documentation for Microsoft Azure Machine Learning Data Preparation

arrow

Better dates & times for Python

auto-sklearn

auto_ml

Automated machine learning for analytics & production

automl-gs

Provide an input CSV and a target field to predict, generate a model + code to run it.

automl_service

Deploy AutoML as a service using Flask

awesome_time_series_in_python

This curated list contains python packages for time series analysis

azure-tdsp-utilities

Utilities and scripts developed as part of Microsoft's Team Data Science Process for productive data science

bigmatch_utilities

BigMatch is a record linkage software that was developed for the US Census Bureau. BigMatch is a matching engine without a graphical user interface (GUI). It executes based on two parameter files, conventionally named parmf.txt and parmn.txt. After execution, the user must manually open the results files (possible matches and weights) and decide which possible matches to accept. The purpose of the bigmatch_utilities code repository is to provide a code base for GUI and shell script tools to make BigMatch more user-friendly and less error prone.

bowtie

:bowtie: Create a dashboard with python!

brew

brew: Python Ensemble Learning API

brunel

Brunel Visualization

caravel

Caravel is a data exploration platform designed to be visual, intuitive, and interactive

cmicot

Efficient feature selection method based on Conditional Mutual Information.

company-standard

The standardization is a process to make data compatible. This code is addressed to company names standardization. This is normally the first step before a linkage or deduplication records process.

dask-ec2

Start a cluster in EC2 for dask.distributed

data-linter

data-making-guidelines

:blue_book: Making Data, the DataMade Way

data-science-utils

Some wrappers around python modules for simplifying the data exploration process.

datacleaner

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

dataprep

Sandpit for exploring Microsoft's data preparation SDK.

dbt

Data build tool.

deep_architect

DeepArchitect: Automatically Designing and Training Deep Architectures

deltapy

DeltaPy - Tabular Data Augmentation

django-csvimport

A generic CSV import tool for django models, imports run via admin upload logging model or custom command

duke

Duke is a fast and flexible deduplication engine written in Java

elasticsearch-entity-resolution

Elasticsearch entity resolution plugin based on Duke

facets

Visualizations for machine learning datasets

falconn

FAst Lookups of Cosine and Other Nearest Neighbors