Introduction to Thompson Sampling: The Bernoulli Bandit (2017)(gdmarmerola.github.io)

50 points by pncnmnp 2 years ago | 11 comments

A Visual Introduction to Machine Learning (2015)(r2d3.us)

374 points by vismit2000 7 months ago | 31 comments

R2D3's interactive scrolling essay introducing machine learning concepts by building a decision tree to classify homes in New York versus San Francisco.

Show HN: Pykoi – a Python library for LLM data collection and fine tuning(cambioml.com)

101 points by jaredwilber 3 years ago | 2 comments

Bayesian Analysis with Python(bap.com.ar)

68 points by Tomte 2 years ago | 34 comments

Review of "Statistics" by Freedman, Pisani, and Purves (2017)(cadlag.org)

140 points by luu 1 year ago | 25 comments

Chomsky and the Two Cultures of Statistical Learning (2011)(norvig.com)

88 points by atomicnature 10 months ago | 68 comments

Introduction to Modern Statistics(openintro-ims2.netlify.app)

665 points by noelwelsh 3 years ago | 116 comments

Website for the free online textbook Introduction to Modern Statistics, Second Edition, by Mine Çetinkaya-Rundel and Johanna Hardin from the OpenIntro project.

Symbolic Learning in Python and Julia(github.com)

59 points by alex_hirner 5 days ago | 11 comments

GitHub repository for PySR, an open-source library for symbolic regression and equation discovery in Python with a Julia backend.

Train Your Own LLM from Scratch(github.com)

376 points by kristianpaul 5 months ago | 43 comments

GitHub repository by angelos-p providing code and docs for training your own large language model from scratch.

Advanced Python Mastery(github.com)

650 points by a_bonobo 3 years ago | 130 comments

GitHub repository for David Beazley's Advanced Python Mastery course, with exercises, solutions, data files, and the course PDF.

SciPy builds for Python 3.12 on Windows are a minor miracle(labs.quansight.org)

425 points by todsacerdoti 3 years ago | 225 comments

Quansight Labs blog post on how SciPy was built for Python 3.12 on Windows, including the move to the Flang Fortran compiler.

Writing a C compiler in 500 lines of Python(vgel.me)

454 points by vgel 3 years ago | 142 comments

Blog post by vgel describing the design and architecture of a small C compiler written in about 500 lines of Python.