Tobias Sterbak's repositories
promptmage
simplifies the process of creating and managing LLM workflows as a self-hosted solution.
Best-README-Template
An awesome README template to jumpstart your projects!
koler
Just a phone app.
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.
nlp-topic-modeling-workshop-2022
Contains notebooks and requirements for a workshop on NLP and Topic Modeling in 2022.
mkdocs-material
Documentation that simply works
depends-on-the-definition-comments
A repository just to host comments for the blog.
pydataberlin-2022
This Repository contains the material for the tutorial "Introduction to MLOps with MLflow" held at pyData/pyCon Berlin 2022.
scikit-learn-mooc
scikit-learn-mooc
demo-week-runde10
Demo-Webseite der 29 Projekte der 10. Förderrunde des Prototype Funds.
mlflow
Open source platform for the machine learning lifecycle
sample_dataloader
This repository contains the code for an example text dataloader for similarity training.
simonw
https://simonwillison.net/2020/Jul/10/self-updating-profile-readme/
scikit-progress
Progressbars for scikit-learn
German-NLP
Curated list of open-access/open-source/off-the-shelf resources and tools developed with a particular focus on German
pydata_meetup_berlin_feb_2019
This repository contains the slides to my talk
in-60-seconds
GitPitch In 60 Seconds - A Very Short Tutorial
keras_attention
Contains an implementation of the attention mechanism and a keras text classifier wrapper.
pydata2018-amsterdam
Contains the slides and additional resources to my talk about explaining blackbox text classifiers at PyData2018 in Amsterdam
keras-contrib
Keras community contributions
yellowbrick
Visual analysis and diagnostic tools to facilitate machine learning model selection.
tree-learn
Scikit-learn compatible implementation of a huge range of differnet decision tree algorithms and tree-based methods
rgf_python
Python Wrapper of Regularized Greedy Forest.
Regularized-Greedy-Forest
A scikit-learn wrapper of the regularized greedy forest algorithm by [Johnson & Zhang, 2014].