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Hi there 👋

I like to solve problems with code 🖥️🤖💥. Among other things :)

Skills

  • Programming: Python, Rust, Java, SQL, ...
  • Data Science: Data Analysis, Data Wrangling, Machine Learning, ...
  • Software Engineering: Design, Development, Testing, ...
  • DevOps: CI/CD, Git, Linux, ssh, ...

Projects I (co)created

  • plotly-resampler: add scalability to the plotly.py toolkit for time series visualization through efficient resampling in the backend.
  • tsflex: provide a flexible and efficient way to process & extract features from time series data.
  • powershap: a scikit-learn compatible feature selector using statistical hypothesis testing and power calculations on Shapley values.
  • argminmax: highly optimized implementation of argmin & argmax (in 1 function) using SIMD instructions and runtime CPU feature detection.
  • tsdownsample: extremely fast time series downsampling for visualization.

Contact

You can find me on Twitter or LinkedIn.

Jeroen Van Der Donckt's Projects

adventofcode icon adventofcode

My solutions to the advent of code challenges :santa: :christmas_tree: :gift:

antropy icon antropy

AntroPy: entropy and complexity of (EEG) time-series in Python

argmm icon argmm

SIMD implementation of argmin and argmax

best-of-ml-python icon best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

cbatr icon cbatr

Cost-Benefit analysis @ Runtime - code used for my bachelor thesis

collective-influence icon collective-influence

Project based on the Collective Influence Algorithm for the course data structures and algorithms (KULAK 2016-2017)

darts icon darts

A python library for user-friendly forecasting and anomaly detection on time series.

dash-datashader icon dash-datashader

A demo app for visualizing hundreds of millions of data points interactively with Dash and Datashader.

dlaser icon dlaser

Code and results for the DLASeR and DLASeR+ framework

dt icon dt

Huiswerk en voorbereidingen voor het vak declaratieve talen (KULAK 2016-2017)

eth-balance icon eth-balance

Fetches the real-time balance of 1 or multiple eth addresses

orjson icon orjson

Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy

plotly.py icon plotly.py

The interactive graphing library for Python (includes Plotly Express) :sparkles:

polars icon polars

Fast multi-threaded, hybrid-out-of-core DataFrame library in Rust | Python | Node.js

pqknn icon pqknn

Product Quantization k-Nearest Neighbors

staged-recipes icon staged-recipes

A place to submit conda recipes before they become fully fledged conda-forge feedstocks

statsforecast icon statsforecast

Lightning ⚡️ fast forecasting with statistical and econometric models.

stdarch icon stdarch

Rust's standard library vendor-specific APIs and run-time feature detection

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