Weekly BigData & ML Roundup – Oct. 5, 2016

Example

Deep Learning with Keras Tutorial @ EuroScipy 2016

Model

LSTM-Human-Activity-Recognition
Human activity recognition using TensorFlow on smartphones dataset and an LSTM RNN

Toolsets

BUNT
A Bot UNderstanding Testbed

Simulacrum
A simple way to pass in a dictionary object, with column names and corresponding data types and output a pandas DataFrame of random data

Visualize ML
Python package to visualize some processes involved in Machine learning.

RISE
Reveal.js Jupyter/IPython Slideshow Extension

Libraries

TensorLayer
A Deep Learning and Reinforcement Learning Library for TensorFlow

TensorFlow for R
The Tensorflow package provides access to the complete TensorFlow API from within R

dfply
dplyr-style piping operations for pandas dataframes

HPOlib
A hyperparameter optimization library that provides a common interface to three state of the art hyperparameter optimization packages

Framework

Baidu PArallel Distributed Deep LEarning
PaddlePaddle is an easy-to-use, efficient, flexible and scalable deep learning platform


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