Marcus Fraaß's repositories
beginners-pytorch-deep-learning
Repository for scripts and notebooks from the book: Beginner’s Guide to Using PyTorchfor Deep Learning
text_mining_resources
Resources for learning about Text Mining and Natural Language Processing
challenges
PyBites Code Challenges
clean-code-ml
:bathtub: Clean Code concepts adapted for machine learning and data science
cryptocompare
Python3 Wrapper for the CryptoCompare API
Data-Science--Cheat-Sheet
Cheat Sheets
huggingface_course_de
The Hugging Face course - translation into German
jobsiteScrape.py
Scrapes a number of German job sites and dumps the scraped job offers into a XLSX spreadsheet.
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
nlp-with-transformers-book
Jupyter notebooks for the Natural Language Processing with Transformers book
oreilly_book_ds_on_aws
AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker
practical-data-privacy
Practical Data Privacy
practical-mlops-book
[Book-2021] Practical MLOps O'Reilly Book
practical-statistics-for-data-scientists
Code repository for O'Reilly book
PyLadies-Bayesian-Tutorial
Material for the PyLadies Bayesian Tutorial, Feb 11, 2020
python-prometheus-workshop
Materials for the Python + Prometheus workshop
scikit-learn
scikit-learn: machine learning in Python
software-engineering-python
Simple Software Engineering techniques for Python developers
Statistical-Rethinking
Code and Exercises for the book by Richard McElreath