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