Archive of stories published by Mentat Innovations

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Jan 30, 2018

Datastream.io : Open Source Anomaly Detection

We are proud to launch the very first version of our open-source project for…

Mentat in Mentat Innovations

Apr 25, 2017

Machine Learning for Predictive Maintenance : From Physics to Data.

Mentat in Mentat Innovations

Dec 2, 2017

datastream.io

Robust Anomaly Detection at Scale

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Mentat in Mentat Innovations

Feb 26, 2016

Drones : The Flying IoT

The fusion of the IoT with Artificial Intelligence is driving a new Industrial Revolution. A key ingredient in this transformation is autonomy: as learning machines gain sophistication and experience, they reach a point where they can be trusted to take decisions on their own, without…

Mentat in Mentat Innovations

Feb 12, 2018

Datastream.io scikit-learn integration

A few days ago we open-sourced our platform for anomaly detection in Python — you can read more about that here.

This post is focused on one feature of our framework: integration with scikit-learn. Sklearn is the flagship ML toolbox for…

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Mentat in Mentat Innovations

Feb 1, 2016

Streaming Random Forest

As promised in our previous blog post (Flavours of Streaming Processing), in this post we report the performance of our weapon of choice when it comes to classification on data streams: the Streaming Random Forest (SRF).

Random Forests were introduced by Leo Breiman et al in 2001…

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Mentat in Mentat Innovations

May 7, 2019

Crossing the blockchain chasm

Moving from visionaries to early enterprise users

Mentat in Mentat Innovations

Feb 1, 2016

Flavours of Streaming Processing

In his excellent recent blog post “Streaming 101”, Tyler Akidau made a great contribution to the streaming community by teasing apart certain notions that have been confounded by standard albeit increasingly obsolete practices. Within that same spirit of paving the…

Mentat in Mentat Innovations

Feb 1, 2016

Aeolian Machine Intelligence

A typical wind turbine is equipped with around 100 sensors, each producing 100 datapoints per second. And yet communication can be patchy, 3G rare. CCTV networks can only afford to send back to the data center a small fraction of the captured videostreams. Robots in a…

Mentat in Mentat Innovations

Mar 20, 2019

Shipping to the future

In a sea of data

These were the top 10 stories published by Mentat Innovations; you can also dive into yearly archives: 2016, 2017, 2018, and 2019.

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