Jose M. Ceballos's Projects
Content for my Astronomy 599 / Applied Math 500 Course: Intro to scientific computing in Python
Bayesian estimation supersedes the t test
Algorithm for counting blink from EMG recordings.
Python functions to convert E-Prime files to csvs. Not currently being developed, but issues and PRs welcome!
Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke
Implementing a Neural Network from Scratch
Fast, flexible and easy to use probabilistic modelling in Python.
Working memory span task
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
A parser for Google Scholar, written in Python
compute linear and nonlinear tuning curves