Weekly BigData & ML Roundup – Mar. 16, 2017

Apache released Ignite v1.9.0 (a high performance in-memory computation platform), and UIMA Ruta Workbench v2.6.0 (Unstructured Information Management Architecture).

Examples

Face Recognition
The world’s simplest facial recognition api for Python and the command line

Pytorch Tutorial
Tutorial for researchers to learn deep learning with pytorch

Deep Learning For NLP In Pytorch
An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.

Data Science, Machine Learning, Artificial Intelligence, Big Data, and IoT Resources
A curated set of resources for data science, machine learning, artificial intelligence (AI), big data, internet of things (IoT), and more.

Backpropagation
Using Java Swing to implement multilayer perceptron neural network which uses backpropagation algorithm to learn.

Toolset

seq2seq
A general-purpose encoder-decoder framework for Tensorflow

Models

Genetic CNN
CNN architecture exploration using Genetic Algorithm

TensorFlow Models
Implementations of autoencoder, generative adversarial networks, variational autoencoder and adversarial variational autoencoder

Clickbaits Revisited
Deep learning models to identify clickbaits taking content into consideration

Libraries

ApexNLP
A natural language event parser for java and android.

Node Yolo
Node bindings for YOLO/Darknet image recognition library

postagga
A Library to parse natural language in pure Clojure and ClojureScript


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