ofergold

automl-gs

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

AMLDataPrepDocs

Documentation for Microsoft Azure Machine Learning Data Preparation

automl_service

Deploy AutoML as a service using Flask

awesome_time_series_in_python

This curated list contains python packages for time series analysis

brew

brew: Python Ensemble Learning API

Brunel

Brunel Visualization

CMICOT

Efficient feature selection method based on Conditional Mutual Information.

data-linter

dataprep

Sandpit for exploring Microsoft's data preparation SDK.

deltapy

DeltaPy - Tabular Data Augmentation

facets

Visualizations for machine learning datasets

Faster-Data-Prep

GWU_data_mining

Materials for GWU DNSC 6279 and DNSC 6290

h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

home-assistant

:house_with_garden: Open-source home automation platform running on Python 3

hyperband

Tuning hyperparams fast with Hyperband

kaggle-quora-question-pairs

My solution to Kaggle Quora Question Pairs competition (Top 2%, Private LB log loss 0.13497).

lime

Lime: Explaining the predictions of any machine learning classifier

mcfly

A deep learning tool for time series classification

mcfly-tutorial

tutorial for mcfly repository

MLBox

MLBox is a powerful Automated Machine Learning python library.

nlp_pipe_manager

A pipeline for NLP projects using SkLearn

nydssg_pipelines

Presentation at the NYC Data Science Study Group on how to streamline your cross-validation and classification workflow using scikit-learn's Pipelines and FeatureUnions modules.

pandas_exercises

Practice your pandas skills!

python-cheatsheet

Basic Cheat Sheet for Python (PDF, Markdown and Jupyter Notebook)

python-sirajnet

Using deep complicated NLP to turn your text into my text by arbitrarily swapping words for their synonyms /s

schema

Schema validation just got Pythonic

shap

Explain the output of any machine learning model using expectations and Shapley values.

soft-dtw

Python implementation of soft-DTW.

the-art-of-command-line

Master the command line, in one page