Discover @devmotion Open Source projects

David Widmann (@devmotion)

devmotion

Stars
96
Global Rank 214,022 (Top 8 %)
Followers 188
Following 9
Registered about 16 years ago
Most used languages

Julia
62.5 %

Python
12.5 %

TeX
12.5 %

Jupyter Notebook
6.3 %

R
6.3 %
Location 🇸🇪 Sweden
Country Total Rank 2,106
Country Ranking

Julia
11

TeX
92

Jupyter Notebook
131

R
241

Python
1,492

PalmerPenguins.jl

Load the Palmer penguins dataset in Julia.

CalibrationPaper

Repository of NeurIPS 2019 paper "Calibration tests in multi-class classification: A unifying framework"

Jupyter Notebook

CalibrationErrors.jl

Estimation of calibration errors.

SimpleUnPack.jl

Lightweight Julia macro for destructuring properties and fields

pycalibration

Estimation and hypothesis tests of calibration in Python using CalibrationErrors.jl and CalibrationTests.jl.

CalibrationTests.jl

Hypothesis tests of calibration.

ReliabilityDiagrams.jl

Visualization of model calibration

Calibration_ICLR2021

Repository of ICLR 2021 paper "Calibration tests beyond classification"

Talks

Moved to sourcehut

ConsistencyResampling.jl

Consistency resampling of calibrated predictions.

CalibrationErrorsDistributions.jl

Estimation of calibration errors using Distributions.jl

OptimalTransport.jl

Computation of optimal transport maps.

www.widmann.dev

Moved to sourcehut

JuliaCon2019

Slides of my talk "Solving Delay Differential Equations with Julia" at JuliaCon 2019

CalibrationAnalysis.jl

Multi-language suite for analyzing calibration of probabilistic predictive models.

rcalibration

Estimation and hypothesis tests of calibration in R using CalibrationErrors.jl and CalibrationTests.jl.