Damian Machlanski's repositories
Autonomous-Vehicle-using-A3C
AI controller for autonomous cars
iads-summer-school-causality-2022
A one-day workshop on causal inference from observational data provided as part of IADS Summer School in July 2022.
iads-summer-school-causality-2021
A one-day workshop on causal inference from observational data provided as part of IADS Summer School in July 2021.
benchpress-dm
A Snakemake workflow to run and benchmark structure learning (a.k.a. causal discovery) algorithms for probabilistic graphical models.
ncrm-causality-2021
A two-day NCRM course on causal analysis and machine learning provided in June 2021.
CE888_2023
Materials for CE888 Data Science and Decision Making - Unit 5 Causal Inference.
data-science-from-scratch
My notes and code samples from "Data Science from Scratch" book.
dmachlanski.github.io
My personal blog
neural-network-cpp
A simple implementation of a neural network in C++
python-playground
Playing around with Python and ML related tools
Quadflor
Code for the JCDL paper "Using Deep Learning for Title-Based Semantic Subject Indexing to Reach Competitive Performance to Full-Text"