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/ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
dkapitan/altair
Declarative statistical visualization library for Python
dkapitan/aws-step-functions-data-science-sdk-python
Step Functions Data Science SDK for building machine learning (ML) workflows and pipelines on AWS
dkapitan/bokeh
Interactive Data Visualization in the browser, from Python
dkapitan/dash-alternative-viz
Dash components & demos to create Altair, Matplotlib, Highcharts , and Bokeh graphs within Dash apps.
dkapitan/dash-sample-apps
Apps hosted in the Dash Gallery
dkapitan/dash-template
dkapitan/dataflow
An experimental self-hosted Observable notebook editor, with support for FileAttachments, Secrets, custom standard libraries, and more!
dkapitan/deep-learning-a-z
Course material from SuperDataScience
dkapitan/deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
dkapitan/dephell
:package: :fire: Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build graph, show outdated, audit. Manage venvs, build package, bump version.
dkapitan/discover-projects
dkapitan/gitignore
A collection of useful .gitignore templates
dkapitan/hyphae
dkapitan/interpret
Fit interpretable models. Explain blackbox machine learning.
dkapitan/ipycanvas
Interactive Canvas in Jupyter
dkapitan/ISL-python
Porting the R code in ISL to python. Labs and exercises
dkapitan/lartpy
Generative art with L-systems
dkapitan/machine-learning-a-z
Course material from SuperDataScience
dkapitan/NHS-PROMs-1
A data science case study of the NHS Digital PROMs data of hip and knee replacements
dkapitan/novela-hugo-starter
dkapitan/nxontology
NetworkX-based Python library for representing ontologies
dkapitan/plotly-dash-boilerplate
Setup for Plotly Dash app in Docker container
dkapitan/stelselcatalogus
Python script voor omzetten van stelselcatalogus linked data structuur naar logisch data model
dkapitan/streamlit-example
Example Streamlit app that you can fork to test out share.streamlit.io
dkapitan/tufte-latex
A Tufte-inspired LaTeX class for producing handouts, papers, and books
dkapitan/unbuch
Compile markdown into an html and pdf book based on pandoc.
dkapitan/vdot-training-schemas
Training schemas based on Jack Daniel's VDOT
dkapitan/visualization-curriculum-quarto
A data visualization curriculum of interactive notebooks.
dkapitan/website-factorenmodel