Weekly BigData & ML Roundup – July 13, 2017

Examples

Awesome Machine Learning On Source Code
Interesting links & research papers related to Machine Learning applied to source code

TensorFlow World Resources
The purpose of this project is to introduce a shortcut to developers and researcher for finding useful resources about TensorFlow.

Deep Learning with Cats
Deep learning with cats (^._.^)

Image Captioning
Image Captioning using InceptionV3 and beam search

Aerial Crack Detection with Caffe
Detect and recognize the aerial pavament crack using Caffe.

Toolsets

Jupyshare
JupyShare lets you release your notebook to the cloud and gives you a public endpoint for it through ngrok

Facets
Visualizations for machine learning datasets

Models

RON
Reverse Connection with Objectness Prior Networks for Object Detection, CVPR 2017

InferSent
Sentence embeddings (InferSent) and training code for NLI.

Scatteract
Project which implements extraction of data from scatter plots

Reco
Fast Weighted Alternating Least Squares for collaborative filtering and topic modeling

Libraries

Certigrad
A proof-of-concept for Bug-free machine learning on stochastic computation graphs

AMD MIOpen
AMD’s Machine Intelligence Library


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