Weekly BigData & ML Roundup – May 25, 2017

Examples

NotHotdog Classifier
What would you say if I told you there is a app on the market that tell you if you have a hotdog or not a hotdog.

Real-Time Log Aggregation on Google Cloud Example
Example to aggregate logs from Google Pub/Sub to date-partitioned BigQuery on Dataflow

Awesome Reinforcement Learning
Reinforcement learning resources curated

Toolsets

Remora
Kafka Consumer Lag Checking Application for monitoring Written in scala and akka http.

Play Livy Module
A Play Module for running Livy Job, that runs code on remote Apache Spark Session.

DEvol – Deep Neural Network Evolution
Automated deep neural network design via genetic programming

Picasso
A CNN visualizer

Models

PAAC
Open source implementation of the PAAC algorithm presented in Efficient Parallel Methods for Deep Reinforcement Learning

Interactive Deep Colorization
Deep learning software for colorizing black and white images with a few clicks.

FCN
Chainer Implementation of Fully Convolutional Networks.

Libraries

CoreOS zetcd
Serve the Apache Zookeeper API but back it with an etcd cluster

OpenAI Baselines
High-quality implementations of reinforcement learning algorithms

Grenade
Practical Deep Learning in Haskell

Skater
Python Library for Model Agnostic Interpretation

clDNN
Compute Library for Deep Neural Networks (clDNN)


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