Till Meineke's Projects
Code for Applied Text Analysis with Python
Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.
awesome-bio-datasets
A topic-centric list of HQ open datasets.
Bioinformatics with Python Cookbook Second Edition, published by Packt
:microscope: Path to a free self-taught education in Bioinformatics!
Repository for code of the book "Bioinformatics Algorithms" by Miguel Rocha and Pedro Ferreira. Editor: Elsevier
Example Repository for class
Compilation of R and Python programming codes on the Data Professor YouTube channel.
Simple dashboard template with plotly and dash deployed on heroku
Repository containing the material students joining the bootcamps should be familiar with. If they are not they can use this repo to practice and learn before the bootcamp start.
Practice your pandas skills!
The fastai book, published as Jupyter Notebooks
Created with CodeSandbox
A repository for student versions of course Jupyter notebooks
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
play around with machine learning
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"
Second edition of Springer Book Python for Probability, Statistics, and Machine Learning
Python Data Science Handbook: full text in Jupyter Notebooks
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info
My personal repository
Template for quick developer / data science / analytics portfolio! Based on a Minimal Jekyll theme for GitHub Pages.
The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"
Spatial Computing Cloud Advocacy Curriculum