Projects in Awesome Lists by kstrassheim

https://github.com/kstrassheim/active-learning-with-deep-learning-for-nlp

We present our concept of a new type of Active-Learning for Deep Learning with NLP text classification and experimentally prove its performance against Random Sampling as well as its runtime performance on the Security Threat dataset from CySecAlert. These new Active Learning algorithms are based on Sentence-BERT and BERTopic clustering algorithms with allow us to generate fixed length tokens for whole sentences to make them comparable to each other. Further the Tokens are Clustered using K-Means or HDBScan to get diverse clusters to pick the samples out of them.

active-learning bertopic deep-learning hdbscan k-means-clustering matplotlib natural-language-processing pandas python3 pytorch sentence-bert

Last synced: 03 Apr 2025

https://github.com/kstrassheim/explain-ai

This web-app shows the functionality of the model-agnostic explainable-ai engine LIME on 3 common deep learning text classifiers (BERT, LSTM, TFIDF-NN) for fake news detection.

django explainable-ai interpretable-ai machine-learning python-unittest python-webapp react

Last synced: 30 Apr 2026

https://github.com/kstrassheim/datawarehouse-crawler

This is a content and schema crawler tool to receive, update and import various kinds of data into a Onprem or Cloud based SQLServer or Azure-Synapse-Analysis (Azure Datawarehouse SQLServer). As source it supports SQLServer Tables, ODATA Endpoints, CSV Files or Excel Files. For multiple sources it can run in parallel mode where it would make a thread for each connection. The speciality of this crawler is that it creates the target tables by himself using the additional info from source.json. In case of Azure-Synapse-Analysis it would estimate the distribution type and keys. The syncing works completely without SQL Transactions by using a consistency correction algorithm for very frequent fact tables. There are 5 Syncing Algorithms (see Manual/Insert) which can be selected as well as one Update Algorithm.

azure-data-warehouse azure-synapse-analytics business-intelligence crawler csv data-import data-science datawarehouse datawarehousing docker dotnet-core-2 excel integration-testing odata parallel-computing sql

Last synced: 28 Apr 2026

https://github.com/kstrassheim/picture-gallery

A simple whiteboard for pictures to enable cooperative working. The purpose was to show the possibility of an intuitive, real-time, responsive and progressive web-application without buttons and text.

asp-net azure-sqlserver azure-webapp buttonless csharp dotnet-48 entity-framework entity-framework-code-first javascript jquery jquery-ui progressive-web-app real-time signalr typescript visual-studio webapi websockets

Last synced: 05 May 2026

https://github.com/kstrassheim/claw-code

A openclaw implementation that serves a a autonomous code

Last synced: 26 Jun 2026

https://github.com/kstrassheim/fastapi-reference

The app is creating a debugable combination between Fast-API and Vite (React). A preview can viewed on https://fast-api-reference.azurewebsites.net/

azure fastapi github-actions vite

Last synced: 09 Apr 2026

https://github.com/kstrassheim/entraid-web-auth-reference

The web app provides a authentication to Azure Entra ID and role checking and full automatic terraform resource deployment. It is useful to build admin pages out of scratch. You do not have to setup anything on specific resources. Setup like env variables becomes obsolete here. Just create the resource group, connect github to it, connect terraform

entra-id fastapi react terraform vite

Last synced: 13 Apr 2026

https://github.com/kstrassheim/ultimate-web-stack

A webstack which has all testing implemented but still provides a white code canvas for your own ideas

azure fastapi react testcafe vite-react

Last synced: 16 Apr 2026

https://github.com/kstrassheim/self_build_predictors

some self build data science predictors

Last synced: 03 Apr 2025

https://github.com/kstrassheim/breathraterecognition

By using capacitive pressure sensors inside a seat this application is able to retreive the signal and measure the respiratory rate out of its sinus frequency, by using 3 different algorithms (Discrete Fourier Transformation, Continuous Cut Count, Discrete single period)

asp-net-core azure-webapp capacitive-sensors chartjs csharp discrete-fourier-transform dotnetcore31 javascript progressive-web-app react reactjs real-time respiratory-rate respiratory-rate-monitor signalr signalr-core visual-studio web-application

Last synced: 08 May 2026

Last synced: 18 Apr 2026

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