dkapitan
Physicist-turned-data-scientist. Helping others to do more with data. Connecting machine learning with self-organisation. Pythonista.
freelance data scientistRotterdam, the Netherlands
Pinned Repositories
anthology-of-data-science.github.io
Source code of https://anthology-of-data.science
data-viz-course
Data visualization & storytelling course with Altair and Quarto
demo.bokeh.org
Hosted Bokeh App Demos
dkapitan.github.io
My professional website
ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
hdc-furahi
Demonstrator of composable FHIR data stack
hdc-paper-open-health-data-platform
Working paper
hdc-website
Working paper for Health Data Commons project
viewpoint-jmir
Working paper intended for submission in JMIR
dkapitan's Repositories
dkapitan/dkapitan.github.io
My professional website
dkapitan/quarto-with-iap
Example code for deploying Quarto on Google App Engine with Identity-Aware Proxy
dkapitan/data-science-foundation-in-python
A foundational data science curriculum in Python based on materials from the creative commons.
dkapitan/BERTopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
dkapitan/bqotd
dkapitan/clickhouse-sandbox
dkapitan/composable-data-stack
dkapitan/data-science-devcontainers
(GPU accelerated) Multi-arch (linux/amd64, linux/arm64/v8) Data Science Dev Containers for R, Python and Julia
dkapitan/devcontainer-features
A collection of Dev Container Features.
dkapitan/evidence
Business intelligence as code: build polished data products with SQL and markdown
dkapitan/federated-data-science
Working on a new book
dkapitan/fhir.resources
FHIR Resources https://www.hl7.org/fhir/resourcelist.html
dkapitan/Hands-On-Graph-Neural-Networks-Using-Python
Hands-On Graph Neural Networks Using Python, published by Packt
dkapitan/ISLP
ISLP package: data and code for labs
dkapitan/ISLP_labs
Up-to-date version of labs for ISLP
dkapitan/llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
dkapitan/manim
Animation engine for explanatory math videos
dkapitan/masteringdata-ai
dkapitan/ppscore
Predictive Power Score (PPS) in Python
dkapitan/pycaret-examples
Example notebooks using pycaret
dkapitan/quarto-cli
Open-source scientific and technical publishing system built on Pandoc.
dkapitan/quarto-d2
dkapitan/quarto-mozilla-design
Quarto website template using Mozilla design
dkapitan/quarto-web
Quarto website
dkapitan/realworlddatascience.github.io
Source code and files for Real World Data Science website.
dkapitan/rusty-python-devcontainer
dkapitan/sql-on-fhir-v2
dkapitan/tapyr-test
dkapitan/tufte-quarto
Tufte book layout for Quarto
dkapitan/wikipedia-markdown-generator
A simple python script to convert any Wikipedia article to Markdown.