Weekly BigData & ML Roundup – May 18, 2017

Examples

Machine Learning in Production
Some thoughts on how to use machine learning in production

Tensorflow Programs and Tutorials
Implementations of CNNs, RNNs, GANs, etc

Toolsets

Insights
Self-hosted “SQL-not-required” data analytics and visualisation tool.

CNN Benchmarks
Benchmarks for popular CNN models

Britecharts
Client-side reusable Charting Library based on D3.js

Plotnine
A grammar of graphics for Python

Chazutsu
The tool to make NLP datasets ready to use

Models

Deep Chat Models
Conversation models in TensorFlow.

FCIS
Fully Convolutional Instance-aware Semantic Segmentation

pyGAM
Generalized Additive Models in Python

Facebook clevr-iep
Inferring and Executing Programs for Visual Reasoning

Libraries

Goka
A compact yet powerful distributed stream processing library for Apache Kafka written in Go.

NMSLIB
A similarity search library and a toolkit for evaluation of k-NN methods for generic non-metric spaces

MISP Taxonomies
Taxonomies used in MISP taxonomy system and can be used by other information sharing tool.

pygdf
GPU open analytics initiative

Frameworks

Apache Trafodion (incubating)
A webscale SQL-on-Hadoop solution enabling transactional or operational workloads on Apache Hadoop.


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