Mchristos

empowerment

intrinsic motivation in grid worlds

lexsub

word2vec model for lexical substitution (finding good substitutions for words in context)

checkers

A checkers game with AI written in Java/Swing

mlp

First-principles neural network (MLP) implementation in python using only numpy

adventofcode

luno-api

a python SDK for the Luno bitcoin exchange API

axiom_61

A MIDI synthesizer built in Pure Data for the Axiom 61 midi controller

akka-bootcamp

Self-paced training course to learn Akka.NET fundamentals from scratch

albinear

Your sound companion

bokeh

Interactive Web Plotting for Python

circlify

Circle packing similar to squarify for treemap

cml-example-base

course22p2

course.fast.ai 2022 part 2

csvshape

A simple CLI to show csv shapes

dive-into-machine-learning

Dive into Machine Learning with Python Jupyter notebook and scikit-learn!

fastbook

My work going through the fastbook textbook

function-or-class

React components implemeted both as function and class components

HMM

An abstract formulation of Hidden Markov Models and the Viterbi Algorithm

information-theory

a python library for information-theoretic tools

jupyter-notes

My personal python notes and musings, as jupyter notebooks

machine-learning-tutorials

A collection of machine learning tutorials written in jupyter notebooks.

make_a_python_package

A trivial package to learn how to python code available as a pip package

mlops-zoomcamp

Free MLOps course from DataTalks.Club

openml-python

Python module to interface with OpenML

rbf

A first-principles implementation of radial basis function (RBF)

RBF_tutorial

Jupyter notebook tutorial on Radial Basis Function (RBF)

scikit-learn

scikit-learn: machine learning in Python

Snappy

A library for map-matching GPS co-ordinates to OpenStreetMap roads

viterbi

An implementation of the viterbi algorithm