Stefan Rummer's repositories
streamlit-audio-recorder
Record Audio from the User's Microphone in Apps that are Deployed to the Web. (via Browser Media-API, REACT-based, Streamlit Custom Component)
GPT_email_generator
GPT-3 powered professional sounding email generator! Input your direct comments and rephraise will come up with a formal way of getting the message across.
beatinspect
Audio Analytics Dashboard that provides insights and eliminates tedious tasks in the music production workflow [Plotly, Streamlit, Librosa, Essentia]
differentially_private_synthetic_data
Differentially Private Synthetic Data Generation [DP-SDG] - Experimental Setups & Knowledge Base - WORK IN PROGRESS
kaggle_twitter_airline_sentiment
Kaggle Twitter US Airline Sentiment, Implementation of a Tweet Text Sentiment Analysis Model, using custom trained Word Embeddings and LSTM-Deep learning [TUM-Data Analysis&ML summer 2021] @adrianbruenger @stefanrmmr
tumai_website
Fork of the official TUM.ai website that I have built significant parts of. (Landing Page, Industry Projects, Events, Members)
cabmate_app
Winning AI Project for TUM.ai Makeathon October 2021 (scored 1st place), REACT-based application that predicts estimated demands for taxi rides in NYC's districts (time series analytics)
all_algorithms
All Algorithms implemented in Python
stefanrmmr
Config files for my GitHub profile.
tabnet
PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf
TadGAN
Code for the paper "TadGAN: Time Series Anomaly Detection Using Generative Adversarial Networks"