Weekly BigData & ML Roundup – Oct. 20, 2016

Examples

Deep-fonts
Generate fonts using deep learning

Deep Learning For Fun
Implementation of some interesting ideas of deeplearning

Urban Sound Classification
Urban sound classification using Deep Learning

Toolsets

D3 Scale Cluster
D3 scale that clusters data into discrete groups

Janitor
simple tools for data cleaning in R

Model

Stacked Generalization
Python implementation of stacked generalization classifier. Plays nice with sklearn.

Libraries

LocationSpark
A Distributed In-Memory Data Management System for Big Spatial Data

Keras-js
Run trained Keras models in the browser, with GPU support

spaCy
Industrial-strength Natural Language Processing (NLP) with Python and Cython

Framework

Microsoft LightGBM
LightGBM is a fast, distributed, high performance gradient boosting framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.


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