Stars
A latent text-to-image diffusion model
Python Data Science Handbook: full text in Jupyter Notebooks
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 ;)
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
Instruct-tune LLaMA on consumer hardware
llama3 implementation one matrix multiplication at a time
Companion webpage to the book "Mathematics For Machine Learning"
Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Recipes for using Python's pandas library
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
Python-based tools for document analysis and OCR
Introduction to Statistics using Python
If you want to use Python for text analysis, this course is for you!
Tutorial and introduction into programming with Python for the humanities and social sciences
OneShot Learning-based hotword detection.
Explains nlp building blocks in a simple manner.
Files for my scikit-learn tutorial at PyCon 2013
different types of tutorials, such as machine learning, image processing and etc.
File format, model, API, and apps for manipulating text and its annotated features
SOftware Metadata Extraction Framework: A tool for automatically extracting relevant software information from code repositories (using README files, package metadata, etc.)
Hebrew Bible + Linguistic annotations in text-fabric format. Fixed and ongoing versions.
Extracting tabular information from PDFs using python
Word segmentation using Conditional Random Fields (CRF) for Khmer document
Repository that hosts the work done in the framework of the Computational Literary Studies Project (2020-2025).