tsterbak
Data Scientist, Mathematician, Machine Learning Engineer, Open Source developer
Berlin, Germany
Pinned Repositories
biaslyze
The NLP Bias Identification Toolkit
openandroidinstaller
Makes installing alternative Android distributions nice and easy.
keras_attention
Contains an implementation of the attention mechanism and a keras text classifier wrapper.
keras_tta
Simple test time augmentation (TTA) for keras python library.
kernel_eca
Scikit-learn compatible Kernel Entropy Component Analysis in Python
nlp-topic-modeling-workshop-2022
Contains notebooks and requirements for a workshop on NLP and Topic Modeling in 2022.
promptmage
simplifies the process of creating and managing LLM workflows as a self-hosted solution.
pydata2018-amsterdam
Contains the slides and additional resources to my talk about explaining blackbox text classifiers at PyData2018 in Amsterdam
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
This Repository contains the material for the tutorial "Introduction to MLOps with MLflow" held at pyData/pyCon Berlin 2022.
tsterbak's Repositories
tsterbak/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.
tsterbak/keras_attention
Contains an implementation of the attention mechanism and a keras text classifier wrapper.
tsterbak/keras_tta
Simple test time augmentation (TTA) for keras python library.
tsterbak/pydataberlin-2022
This Repository contains the material for the tutorial "Introduction to MLOps with MLflow" held at pyData/pyCon Berlin 2022.
tsterbak/promptmage
simplifies the process of creating and managing LLM workflows as a self-hosted solution.
tsterbak/pydata2018-amsterdam
Contains the slides and additional resources to my talk about explaining blackbox text classifiers at PyData2018 in Amsterdam
tsterbak/nlp-topic-modeling-workshop-2022
Contains notebooks and requirements for a workshop on NLP and Topic Modeling in 2022.
tsterbak/pydata_meetup_berlin_feb_2019
This repository contains the slides to my talk
tsterbak/scikit-progress
Progressbars for scikit-learn
tsterbak/tree-learn
Scikit-learn compatible implementation of a huge range of differnet decision tree algorithms and tree-based methods
tsterbak/Regularized-Greedy-Forest
A scikit-learn wrapper of the regularized greedy forest algorithm by [Johnson & Zhang, 2014].
tsterbak/sample_dataloader
This repository contains the code for an example text dataloader for similarity training.
tsterbak/tuttle
tuttle - painless business planning for freelancers
tsterbak/Best-README-Template
An awesome README template to jumpstart your projects!
tsterbak/demo-week-runde10
Demo-Webseite der 29 Projekte der 10. Förderrunde des Prototype Funds.
tsterbak/depends-on-the-definition-comments
A repository just to host comments for the blog.
tsterbak/German-NLP
Curated list of open-access/open-source/off-the-shelf resources and tools developed with a particular focus on German
tsterbak/in-60-seconds
GitPitch In 60 Seconds - A Very Short Tutorial
tsterbak/KaggleMobileUserDemo
tsterbak/keras-contrib
Keras community contributions
tsterbak/koler
Just a phone app.
tsterbak/llm-pricing
tsterbak/mkdocs-material
Documentation that simply works
tsterbak/mlflow
Open source platform for the machine learning lifecycle
tsterbak/mlops-zoomcamp2023
tsterbak/rgf_python
Python Wrapper of Regularized Greedy Forest.
tsterbak/scikit-learn-mooc
scikit-learn-mooc
tsterbak/simonw
https://simonwillison.net/2020/Jul/10/self-updating-profile-readme/
tsterbak/tsterbak
tsterbak/yellowbrick
Visual analysis and diagnostic tools to facilitate machine learning model selection.