Weekly Machine Learning Opensource Roundup – Dec. 13, 2018

Examples

ML World Map
Visual Machine Learning Graph of all arXiv papers and researchers

Awesome Sentence Embedding
A curated list of pretrained sentence(and word) embedding models.

AmbiverseNLU
The multilingual Ambiverse Natural Language Understanding suite (AmbiverseNLU) by Max Planck Institute for Informatics combines a number of state-of-the-art components for language understanding tasks

HE Transformer for nGraph
Homomorphic encryption is a form of encryption that allows computation on encrypted data, and is an attractive remedy to increasing concerns about data privacy in the field of machine learning.

(This is not intended to be a production-ready product, but rather a research tool)

Toolset

trickster
Library and experiments for attacking machine learning in discrete domains using graph search.

Models

loss-landscape
Code for visualizing the loss landscape of neural nets

PartialConv Tensorflow
Simple Tensorflow implementation of “Partial Convolution based Padding” (partialconv)

Libraries

JAX: Autograd and XLA
GPU- and TPU-backed NumPy with differentiation and JIT compilation.

TensorFlow Ranking
Learning to Rank in TensorFlow

matrixprofile-ts
An open source Python time series library for motif discovery and anomaly detection using Matrix Profile, a highly-performant, robust method of identifying patterns and anomalies present in time-series data.

Logisland
An event mining scalable platform designed to process and patterns mining a high throughput of complex event at scale

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