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Showing 6 open source projects for "som"
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MiniSom
MiniSom is a minimalistic implementation of the Self Organizing Maps
MiniSom is a minimalistic and Numpy-based implementation of the Self Organizing Maps (SOM). SOM is a type of Artificial Neural Network able to convert complex, nonlinear statistical relationships between high-dimensional data items into simple geometric relationships on a low-dimensional display. Minisom is designed to allow researchers to easily build on top of it and to give students the ability to quickly grasp its details. -
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Self-Operating Computer
A framework to enable multimodal models to operate a computer
...Notably, it was the first known project to implement a multimodal model capable of viewing and controlling a computer screen. The framework supports features like Optical Character Recognition (OCR) and Set-of-Mark (SoM) prompting to enhance visual grounding capabilities. It is designed to be compatible with macOS, Windows, and Linux (with X server installed), and is released under the MIT license. -
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Neural Networks Collection
Neural Networks Collection
This project implements in C++ a bunch of known Neural Networks. So far the project implements: LVQ in several variants, SOM in several variants, Hopfield network and Perceptron. Other neural network types are planned, but not implemented yet. The project can run in two modes: command line tool and Python 7.2 extension. Currently, Python version appears more functional, as it allows easy interaction with algorithms developed by other people. -
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Ljudmiljö i Stationssamhällen
Simulering av åtgärder mot buller från järnväg
En demonstrator av ett verktyg som simulerar åtgärder mot buller från järnväg. Demonstratorn är utvecklad inom projektet "God ljudmiljö i stationssamhällen - Verktygslåda och exempel till nytta för klimat, hälsa och resurseffektivitet" som bedrevs inom ramen för MISTRA Urban Futures med finansiering från programkontoret inom det strategiska innovationsprogrammet InfraSweden2030 genom Vinnova, samt från Västra Götalands regionen och Trafikverket. -
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Stationsnara
Simulering av åtgärder mot buller från järnväg
En demonstratar av ett verktyg som simulerar åtgärder mot buller från järnväg. -
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Detta är ett projekt som arbetar med att utveckla ett inställningsprogram för EeePCn. Idagsläget så är det endast anpassat för 900 modellen.
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