notes, ideas, and implementations
:Author: Jared Flatow
A somewhat random collection of models.
Bayesian inference in HSMMs and HMMs
A companion wiki + code repository for the O'Reilly Media video "Just Enough Math". This site pro...
This is the Curriculum for "How to Learn Mathematics Fast" By Siraj Raval on Youtube
Machine learning, in numpy
General statistics, mathematical programming, and numerical/scientific computing scripts and note...
some tools for gaussian linear dynamical systems
Intuitive scientific computing with dimension types for Jax, PyTorch, TensorFlow & NumPy
Basic utilities for Bayesian inference
Lecture Slides, Exercises, and Deployment Materials for "Foundations of Numerical Computing"
A python tutorial on bayesian modeling techniques (PyMC3)
A collection of analytics methods implemented with Python on Google Colab
My notes on some books I read on Machine Learning
Statistical Rethinking (2nd ed.) with NumPyro