Stars
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 ;)
A game theoretic approach to explain the output of any machine learning model.
Python programs, usually short, of considerable difficulty, to perfect particular skills.
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…
Recipes for using Python's pandas library
Portfolio and risk analytics in Python
Python-based tools for document analysis and OCR
Open Content for self-directed learning in data science
Simple chat program that communicates using inaudible sounds
Beaker Extensions for Jupyter Notebook
A Haskell kernel for the Jupyter project.
An interactive data visualization tool which brings matplotlib graphics to the browser using D3.
🪼 a python library for doing approximate and phonetic matching of strings.
Logica is a logic programming language that compiles to SQL. It runs on DuckDB, Google BigQuery, PostgreSQL and SQLite.
Official content for Harvard CS109
DX Analytics | Financial and Derivatives Analytics with Python
Single File, Single GPU, From Scratch, Efficient, Full Parameter Tuning library for "RL for LLMs"
Ever wondered how to code your Neural Network using NumPy, with no frameworks involved?
Proving Ground: Tools for Automated Mathematics
This is ongoing work developing quick reference sheets for IPython