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J.P. Morgan & Imperial College London
- London
- https://www.emanuelealbini.com
- @EmanueleAlbini
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A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.
MagicMirror2 module for TFL (Transport for London) Lines Status
(Conditional) Independence testing & Markov blanket feature selection using k-NN mutual information and conditional mutual information estimators. Supports continuous, discrete, and mixed data, as …
A toolbox to iNNvestigate neural networks' predictions!
Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual explanations.
The WeightWatcher tool for predicting the accuracy of Deep Neural Networks
Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
Protocols intersection for mypy
A drop-in replacement for Scikit-Learn’s GridSearchCV / RandomizedSearchCV -- but with cutting edge hyperparameter tuning techniques.
Counterfactual Local Explanations of AI systems