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artsy.github.io

The Artsy Engineering Open-Source Developers Blog

autocustomvocab

Automatically generate a custom vocabulary list for Cognitive Services Custom Speech Service from your text corpus

azure-tdsp-utilities

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

azuresmr

R Package for managing a selection of Azure resources. Targeted at Data Scientists who need to control Azure Resources without needing to both Administrators. APIs include Storage Blobs, HDInsight(Nodes, Hive, Spark), ARM, VMs

birdsong

Dataset of birdsong. 10 second samples stored as data vectors in csv's.

birdsong-self-supervised-learning

Using Self-Supervised Learning of Birdsong for Downstream Industrial Audio Classification

bot-masterclass

botdemo

churnprediction

Multi-input model to predict churn of a subscriber in a financial services business

cntk

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

cognitiveservicestutorial

Cognitive Services Tutorial for AI Immersion Workshop 2017

datasystems

fattest-cat

Script to find fattest cat currently up for adoption at SF SPCA

github.io

SingingData public repo website

google-10000-english

This repo contains a list of the 10,000 most common English words in order of frequency, as determined by n-gram frequency analysis of the Google's Trillion Word Corpus.

industrial-audio-classification

Models to classify audio samples from mechanized, motorized or industrial setting

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

jupyter

Jupyter metapackage for installation, docs and chat

keras

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

labelstarter

markdownr

A full-featured markdown viewer for Windows and Windows Phone.

odsc-intro-to-dl-workshop

Materials for the ODSC Masterclass session "Intro to Deep Learning"

odsc-masterclass-2017-morning

Materials for the "Introduction to Machine Learning" class in the morning

pipeline-alligators

rnn-example

My RNN Example with Keras and Python 3.5

sensorkit

SensorKit is a library and a set of tools for sensors and machine learning

singingdata.github.io

Build a Jekyll blog in minutes, without touching the command line.

stockperformanceclassification

Keras 1D CNN on Azure ML Workbench to classify 4 week stock performance based on text in public earnings statements

tabulardatapreprocessing

Preprocessing steps and scripts to take business data to machine learning model ready time series and other sequential formats.

videoeditfunctions