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Wageningen University & Research
- Netherlands
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22:36
(UTC +02:00) - in/jialin-he6
Highlights
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Starred repositories
Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.
Make Zotero effective for us LaTeX holdouts
Practice your pandas skills!
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning …
All Algorithms implemented in Python
Secure, cross-platform Git credential storage with authentication to GitHub, Azure Repos, and other popular Git hosting services.
Personal analysis of the "Solar home electricity" dataset from Ausgrid
💯 Curated coding interview preparation materials for busy software engineers
Lightweight, useful implementation of conformal prediction on real data.
A modular active learning framework for Python
A scikit-learn-compatible module to estimate prediction intervals and control risks based on conformal predictions.
A Python toolbox for conformal prediction research on deep learning models, using PyTorch.
Repository for my personal website. Built with Hexo, themed with NexT.
IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by Steven L. Brunton and J. Nathan Kutz
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
Visualizer for neural network, deep learning and machine learning models
Free Data Engineering course!
DevOps Roadmap for 2024. with learning resources
NILM-EVAL: An evaluation framework for non-intrusive load monitoring algorithms
Robust and efficient coverage paths for autonomous agricultural vehicles. A modular and extensible Coverage Path Planning library
A modern Anki custom scheduling based on Free Spaced Repetition Scheduler algorithm
Robopy is a python port for Robotics Toolbox in Matlab created by Peter Corke