kmedian

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22 repositories

thermoencoder
Public
thermometer encoding with sklearn interface
sklearn feature-engineering ordinal sklearn-compatible ordinal-encoder ordinal-features thermometer-encoding pypi
Python
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MIT License
•1•1•7•0•Updated Apr 2, 2024Apr 2, 2024
yearfrac
Public
Difference between dates as a fraction of 1 year
day-count date-calculation year-difference day-count-method icma pypi isda
Python
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MIT License
•5•5•0•0•Updated May 9, 2023May 9, 2023
keras-layernorm-rnn
Public
RNNs with layer normalization; Prep package for tensorflow/addons, see v0.8.2, and commit https://github.com/tensorflow/addons/commit/cdb43ffd7e4b89d6ce8cdadcd62fec46c7f0f7fa
tensorflow keras rnn rnn-tensorflow layer-normalization recurrent-neural-network simplernn rnn-keras
Python
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MIT License
•0•1•0•1•Updated Mar 25, 2023Mar 25, 2023
korr
Public
collection of utility functions for correlation analysis
python eda p-value pearson confusion-matrix correlation-matrix kendall-tau pearson-correlation rank-correlation matthews
Python
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Apache License 2.0
•3•7•1•0•Updated Jun 19, 2022Jun 19, 2022
threesplit
Public
Three-way data split into training set, validation set, and test set.
Python
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MIT License
•0•0•4•0•Updated Apr 27, 2021Apr 27, 2021
datefeatures
Public
Feature engineering sklearn transformer for dates
sklearn feature-engineering sklearn-compatible date-features pypi
Python
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Apache License 2.0
•0•0•5•0•Updated Apr 27, 2021Apr 27, 2021
randdate
Public
Generate a list of random dates or resp. datetime objects
pypi
Python
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MIT License
•0•0•4•0•Updated Apr 27, 2021Apr 27, 2021
pdtweak
Public
pandas utility functions
Python
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MIT License
•0•1•0•0•Updated Feb 17, 2020Feb 17, 2020
numertweak
Public
some utility functions for the numerai competition
Python
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MIT License
•0•0•0•0•Updated Dec 4, 2019Dec 4, 2019
nptweak
Public
utility functions for numpy
Python
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MIT License
•0•0•2•0•Updated Dec 3, 2019Dec 3, 2019
grouplabelencode
Public
Encode grouped/mapped labels
pypi
Jupyter Notebook
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MIT License
•0•0•1•0•Updated Dec 1, 2019Dec 1, 2019
jupytertweak
Public
Tweaks for jupyter notebooks
Python
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MIT License
•0•0•2•0•Updated Oct 27, 2019Oct 27, 2019
onehot
Public
One-Hot encoder with sklearn-ish API interface that process mixed string and numeric labels directly.
sklearn feature-engineering sklearn-compatible pypi onehot
Python
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MIT License
•0•1•3•0•Updated Oct 25, 2019Oct 25, 2019
ctmc
Public
Continuous Time Markov Chain
markov-chain transition-matrix stochastic-matrix transition-probability continuous-time-markov-chain pypi ctmc
Jupyter Notebook
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MIT License
•5•16•4•0•Updated Sep 27, 2019Sep 27, 2019
panelctmc
Public
Continuous Time Markov Chain for daily panel data and annual transition probabilities
transition-matrix stochastic-matrix transition-probability rating-migration pypi markov-chain annual-transition-probabilities
Jupyter Notebook
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MIT License
•0•0•7•0•Updated Sep 26, 2019Sep 26, 2019
majorityvoteproba
Public
merge probability predictions for majority votes
ensemble-learning pypi
Jupyter Notebook
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MIT License
•0•0•5•0•Updated Sep 16, 2019Sep 16, 2019
jackknife
Public
Jackknife resampling, parameter estimation and stability test.
statistics cross-validation pypi estimation jackknife jackknife-resampling stability-test
Python
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MIT License
•1•3•8•0•Updated Sep 16, 2019Sep 16, 2019
pctl_scale
Public
Scale a variable into an open interval (0,1) whereas values within a given lower and upper percentile maintain a linear relation, and outlier saturate towards the interval limits.
sklearn feature-engineering sklearn-compatible pypi
Python
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MIT License
•0•0•4•0•Updated Aug 22, 2019Aug 22, 2019
potpourri
Public
model zoo of different preconfigured algorithms
Jupyter Notebook
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MIT License
•0•0•1•0•Updated May 31, 2019May 31, 2019
colabtweak
Public
Tweaks for Google Colab.
colaboratory pypi tweaks colab google-colab
Python
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MIT License
•0•2•1•0•Updated Nov 10, 2018Nov 10, 2018
ctmc2
Public
Continous Time Markov Chain (with automatic error correction)
pypi markov-chain
Jupyter Notebook
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MIT License
•0•1•4•0•Updated Oct 5, 2018Oct 5, 2018
overgang
Public archive
Transition probability estimation
Python
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MIT License
•1•1•3•0•Updated Sep 25, 2018Sep 25, 2018