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Tobias Sterbak's Projects

data-mcdonalds-nutritionfacts icon data-mcdonalds-nutritionfacts

Free, open source data set describing McDonalds Nutrition Facts for popular menu items in SQL, SQLite, JSON, Excel, OpenOffice Spreadsheet, Google Sheets, TSV, etc. Updated November 2015. :hamburger: :fries: :cookie: :cake:

german-nlp icon german-nlp

Curated list of open-access/open-source/off-the-shelf resources and tools developed with a particular focus on German

keras_attention icon keras_attention

Contains an implementation of the attention mechanism and a keras text classifier wrapper.

keras_tta icon keras_tta

Simple test time augmentation (TTA) for keras python library.

kernel_eca icon kernel_eca

Scikit-learn compatible Kernel Entropy Component Analysis in Python

lpproj icon lpproj

Scikit-learn compatible Locality Preserving Projections in Python

mlflow icon mlflow

Open source platform for the machine learning lifecycle

pgbart icon pgbart

Particle Gibbs for Bayesian Additive Regression Trees

promptmage icon promptmage

simplifies the process of creating and managing LLM workflows as a self-hosted solution.

pydata2018-amsterdam icon pydata2018-amsterdam

Contains the slides and additional resources to my talk about explaining blackbox text classifiers at PyData2018 in Amsterdam

pydataberlin-2019 icon pydataberlin-2019

This Repository contains the material for my tutorial "Managing the end-to-end machine learning lifecycle with MLFlow" at pyData/pyCon Berlin 2019.

pydataberlin-2022 icon pydataberlin-2022

This Repository contains the material for the tutorial "Introduction to MLOps with MLflow" held at pyData/pyCon Berlin 2022.

pymtl icon pymtl

PyMTL (Python library for Multi-task learning) is a Python module implementing a Multi-task learning framework built on top of scikit-learn, SciPy and NumPy.

python-elm icon python-elm

Extreme Learning Machine implementation in Python

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