radlfabs

1brc-rust

CDiffuSE

Conditional Diffusion Probabilistic Model for Speech Enhancement

deep-learning-lectures

Lecture notebooks from deep learning course at TH Köln

DiffuSE

DS_Data_Visualization_2023_Fabian_Rosenthal

Reference Code for Spotlighting the Participant App

flexcv

Python package customizing nested cross validation for tabular data.

flexcv-earth

Python Wrapper Class for R::Earth Regression Splines using rpy2

llm-text-summarization

A comprehensive guide and codebase for text summarization using Large Language Models (LLMs). Dive into techniques, from chunking to clustering, and harness the power of LLMs like GPT-3.5 and GPT-4.

soundscape-app

Spotlighting the Participant: An Interactive Bokeh Visualization App for Soundscape Data Exploration

svd-spoken-digits-classifier

SVD Classifier: Implementation from scratch. Trained and evaluated with AudioMNIST.

radlfabs/flexcv

Python package customizing nested cross validation for tabular data.

radlfabs/1brc-rust

radlfabs/CDiffuSE

Conditional Diffusion Probabilistic Model for Speech Enhancement

radlfabs/deep-learning-lectures

Lecture notebooks from deep learning course at TH Köln

radlfabs/DiffuSE

radlfabs/DS_Data_Visualization_2023_Fabian_Rosenthal

Reference Code for Spotlighting the Participant App

radlfabs/flexcv-earth

Python Wrapper Class for R::Earth Regression Splines using rpy2

radlfabs/llm-text-summarization

A comprehensive guide and codebase for text summarization using Large Language Models (LLMs). Dive into techniques, from chunking to clustering, and harness the power of LLMs like GPT-3.5 and GPT-4.

radlfabs/mixedillWB

Reference code for the paper Auto White-Balance Correction for Mixed-Illuminant Scenes.

radlfabs/rasbt-mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

radlfabs/soundscape-app

Spotlighting the Participant: An Interactive Bokeh Visualization App for Soundscape Data Exploration

radlfabs/svd-spoken-digits-classifier

SVD Classifier: Implementation from scratch. Trained and evaluated with AudioMNIST.

radlfabs/radlfabs.github.io

personal portfolio website using quarto

radlfabs/schufo-umss

Unsupervised Music Source Separation Using Differentiable Parametric Source Models

radlfabs/scikit-plot

An intuitive library to add plotting functionality to scikit-learn objects.

radlfabs/sgmse

Score-based Generative Models (Diffusion Models) for Speech Enhancement and Dereverberation

radlfabs/WB_sRGB

White balance camera-rendered sRGB images (CVPR 2019) [Matlab & Python]