Weekly BigData & ML Roundup – Jan. 5, 2017

Intel has released BigDL, a Deep Learning library, for Spark. In addition, Apache Knox is updated to 0.11.0, Apache NiFi to 1.1.1, and Apache Streams to 0.4.1.

Examples

TensorKart
Self-driving MarioKart with TensorFlow

tensorkart.gif

Have Fun with Machine Learning: A Guide for Beginners
An absolute beginner’s guide to Machine Learning and Image Classification with Neural Networks

Sudoku
Can Convolutional Neural Networks Crack Sudoku Puzzles?

MNIST ASCII challenge
A funny challenge to solve CAPTCHA by Machine Learning or Computer Hacking (or both)

Conceptviz
Gallery of Concept Visualization

conceptviz-github-io

Markover
Natural Language Generation with Markov

100 NLP Papers
100 Must-Read NLProc Papers

DeepChess
Chess implemented in TensorFlow to experiment with Deep Learning methods

Toolsets

Vega
A visualization grammar and declarative format for creating and saving interactive visualization designs

Chart.js
Simple HTML5 Charts using the canvas tag

Mozilla MetricgGraphics.js
A library optimized for concise and principled data graphics and layouts.

Parallel Coordinates
A d3-based parallel coordinates plot in canvas

ClickHouse
A free analytic DBMS for big data.

Libraries

Intel BigDL
Distributed Deep learning Library for Apache Spark

Jupyter Scala
Lightweight Scala kernel for Jupyter / IPython 3

DeepLearning.scala
A DSL for creating complex neural networks

Spark Google Spreadsheets
Google Spreadsheets datasource for SparkSQL and DataFrames

IndexR
A columnar storage format for fast & realtime analyze with big data.

Gago
Golang genetic algorithm library

Goml
On-line Machine Learning in Go (and so much more)

Gorgonia
A library that helps facilitate machine learning in Go.

Libsvm
A simple, easy-to-use, and efficient software for SVM classification and regression

Recurrent.js
Deep Recurrent Neural Networks and LSTMs in Javascript. More generally also arbitrary expression graphs with automatic differentiation.


Like to add your project? Any suggestion? Comment? Send your feedback to stkim1@pocketcluster.io or tweet @stkim1

Looking for more BigData or Machine Learning repositories? You can find a lot more tools, frameworks and libraries at PocketCluster Index.

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