Weekly BigData & ML Roundup – Jan. 19, 2017

Exiting incubator, Apache Beam and Apache Eagle now become Top-Level Apache Projects.
Apache Calcite has recently released v1.11.0.
National Security Agency has open-sourced a time-series database, Timely, with tight analysis stack integration.

 

Examples
P-Brain.ai
Natural language virtual assistant built from scratch using Node.js + Bootstrap

 

Housing Prices Prediction using various Regression Models
With 79 explanatory variables describing (almost) every aspect of residential homes in Ames, Iowa, this competition challenges you to predict the final price of each home

Using Machine Learning to Identify authors of texts
Language is a set of choices, and speakers and writers tend to fall into habitual, or at least common, choices.

Awesome Embedding Models
A curated list of awesome embedding models tutorials, projects and communities

Toolsets
deepforge
A development IDE for deep learning

 

itermplot
An awesome iTerm2 backend for Matplotlib, so you can plot directly in your terminal.

 

etlalchemy
Extract, Transform, Load from Any SQL Database in 4 lines of Code

Models
WaterNet
A convolutional neural network that identifies water in satellite images

 

Recurrent Neural Network Grammars
Probabilistic models of sentences with explicit phrase structure

language-universal-parser
A multilingual model for dependency parsing using multilingual word clusters and embeddings, token-level language information, and language-specific features

Libraries
OpenNMT
Open-Source Neural Machine Translation in Torch

 

neupy
A Python library for Artificial Neural Networks and Deep Learning

 

pytorch
A python package that provides Tensor computation (like numpy) with strong GPU acceleration and Deep Neural Networks built on a tape-based autograd system

minpy
NumPy interface with mixed backend execution

rust-openai
Bindings to OpenAI Gym for Rust language

Framework
NSA Timely
Accumulo backed time series database


Total 1,115 tools, frameworks and libraries at PocketCluster Index today.
Like to add your project? tweet to @stkim1!

E-mail Subscribtion
Subscribe for upcoming posts!
Join Slack
Join the channel!

Leave a Reply

Fill in your details below or click an icon to log in:

WordPress.com Logo

You are commenting using your WordPress.com account. Log Out / Change )

Twitter picture

You are commenting using your Twitter account. Log Out / Change )

Facebook photo

You are commenting using your Facebook account. Log Out / Change )

Google+ photo

You are commenting using your Google+ account. Log Out / Change )

Connecting to %s