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ai-projects

Artificial Intelligence projects, documentation and code.

bap

Bayesian Analysis with Python (Second Edition)

bayesian-statistics-techniques-and-models--university-of-california-santa-cruz---coursera

Course materials for the Coursera MOOC: Bayesian Statistics Techniques and Models from University of California Santa Cruz

data-science

Collection of useful data science topics along with code and articles

deepschool.io

Deep Learning tutorials in jupyter notebooks.

ditching-excel-for-python

Functionalities in Excel translated to Python

interactive-data-explorer

ismael-araujo

lux

Automatically visualize your pandas dataframe via a single print! 📊 💡

machine-learning-with-python

Python code for common Machine Learning Algorithms

mcmc

Implementation of Markov Chain Monte Carlo in Python from scratch

nbprocessing

Pre-processing database using pre-written functions

numerical-python-book-code

numerical-python-second-ed

Source code for 'Numerical Python Second Edition' by Robert Johansson

probabilistic-programming-and-bayesian-methods-for-hackers

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 ;)

pymc-examples

Examples of PyMC models, including a library of Jupyter notebooks.

pymc3

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano

pymc3_intro

A "quick" introduction to PyMC3 and Bayesian models

pymc4

A high-level probabilistic programming interface for TensorFlow Probability

python-cheatsheet

Comprehensive Python Cheatsheet

python-for-probability-statistics-and-machine-learning

Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"

rahul_raoniar_blogs

Contains code and data for "The Researchers' Guide" Medium blogs

testing-libraries

website_projects

Repository containing the code of the projects presented in my personal website.