Zurich

Marco Ancona

Expert
@marcoancona

CTO & co-founder at Morgen. Before Morgen, I was doing research on Explanable AI at ETH Zurich.

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)

760

MineTime. MineTime public repository for issue tracking

340

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

167

DASP. Keras implementation for DASP: Deep Approximate Shapley Propagation (ICML 2019)

62

LPDN. Feedforward implementation of Lightweight Probabilistic Deep Networks for Keras and Tensorflow

14

angular2-typescript-express-seed. Angular2 Typescript Express Stylus Gulp Bower

4

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.

3

dav. WebDAV, CalDAV, and CardDAV client for nodejs and the browser.

2

deeplift. Public facing deeplift repo

1

ical.js. Javascript parser for ics (rfc5545) and vcard (rfc6350) data

1

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

1

keras. Deep Learning for humans

1

PubSubJS. Dependency free publish/subscribe for JavaScript. Add support for a global, wildcard subscription to the original version.

1

DefinitelyTyped. The repository for high quality TypeScript type definitions.

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