Weekly BigData & ML Roundup – Aug. 24, 2017

Examples

GOT Book #6
For those tired of waiting for the next GOT book to come out, RNN trained on the first five GOT books

Pytorch Tutorial
Quick PyTorch introduction and tutorial. Targets computer vision, graphics and machine learning researchers eager to try a new framework.

Machine Learning Mindmap / Cheatsheet
A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.

ReactionRNN
Python module + R package to predict the reactions to a given text using a pretrained recurrent neural network.

Machine Learning Flappy Bird
Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm

Toolset

nivo
nivo provides a rich set of dataviz components, built on top of the awesome d3 and Reactjs libraries

Model

SMASH
An experimental One-Shot Model Architecture Search through HyperNetworks

Libraries

Frugal
An extension of Apache Thrift which provides support for request headers, request multiplexing, thread safety, and code-generated pub/sub APIs

Synaptic
Architecture-free neural network library for node.js and the browser

SimpleDNN
A lightweight library written in Kotlin to support the development of feed-forward and recurrent Artificial Neural Networks.

TVM
End to end Tensor IR/DSL stack for deploying deep learning workloads to hardwares

Framework

Apache Bookkeeper
A scalable, fault tolerant and low latency storage service optimized for append-only workloads.


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