Weekly BigData & ML Roundup – Sep. 28, 2017

Yahoo has recently open-sourced Vespa, a Big Data Processing and Serving Engine, with CNBC’s praise for its battle-hardened content recommendation, AD targeting, and search execution capabilities.

Examples

DeepSchool.io
Deep Learning tutorials in jupyter notebooks.

Twitark
Archive the Twitter sample firehose and daily trends

Benchmark Databases
A minimal benchmark of various tools (statistical software, databases etc.) for working with tabular data of moderately large sizes (interactive data analysis).

Baidu – Mobile Deep Learning
This research aims at simply deploying CNN (Convolutional Neural Network) on mobile devices, with low complexity and high speed.

Toolsets

SerpentAI
A Game Agent Framework helping you create AIs / Bots to play any game you own

Unity Machine Learning Agents
Unity Machine Learning Agents

AI-Toolbox
This C++ toolbox is aimed at representing and solving common AI problems, implementing an easy-to-use interface with Python bindings which should be hopefully extensible to many problems, while keeping code readable.

Matterport
A dataset for RGB-D machine learning tasks captured throughout 90 properties with a Matterport Pro Camera

Models

PyTorch Generative Model Collections
Collection of generative models in Pytorch version

Splitting GAN
Code for Class-Splitting Generative Adversarial Networks

Libraries

zhusuan
A Library for Bayesian Deep Learning, Generative Models, Based on Tensorflow

j4pr.jl
A small Julia library and package wrapper for ML/PR/AI

graphAttack
Computational graph library for Machine Learning. The main point is to combine mathematical operation together to form a workflow of choice. The graph takes care of evaluating the gradient of all the inputs to ease up setting up the minimizer.

Face Alignment
2D and 3D Face alignment library build using PyTorch

Framework

Yahoo – Vespa
An engine for low-latency computation over large data sets. It stores and indexes your data such that queries, selection and processing over the data can be performed at serving time.


1000+ tools, frameworks and libraries indexed at PocketCluster Index!
Looking into adding your repo? 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