Marco Ancona (@marcoancona)
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marcoancona

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1

DeepExplain

A unified framework of perturbation and gradient-based attribution methods for Deep Neural Networks interpretability. DeepExplain also includes support for Shapley Values sampling. (ICLR 2018)
Python
705
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2

MineTime

MineTime public repository for issue tracking
353
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3

TorchPruner

On-the-fly Structured Pruning for PyTorch models. This library implements several attributions metrics and structured pruning utils for neural networks in PyTorch.
Jupyter Notebook
145
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4

DASP

Keras implementation for DASP: Deep Approximate Shapley Propagation (ICML 2019)
Python
58
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5

LPDN

Feedforward implementation of Lightweight Probabilistic Deep Networks for Keras and Tensorflow
Jupyter Notebook
13
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6

angular2-typescript-express-seed

Angular2 Typescript Express Stylus Gulp Bower
JavaScript
4
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7

DHeatmap

Simple script to sample commute time from Google Directions API given target address. These samples are then interpolated to generate a dense commute time heatmap that can be overlap to any map, eg. Google Maps.
Python
3
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8

PlotlySVG

Chrome-specific bookmark to download SVG plots generated by Plotly offline. Info:
JavaScript
1
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