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Add Expected Calibration Error metrics and derived #1009

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vfdev-5 opened this issue May 4, 2020 · 8 comments · May be fixed by #3132
Open

Add Expected Calibration Error metrics and derived #1009

vfdev-5 opened this issue May 4, 2020 · 8 comments · May be fixed by #3132

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@vfdev-5
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vfdev-5 commented May 4, 2020

🚀 Feature

Idea is to provide Expected Calibration Error metrics as coded in Baal : https://github.com/ElementAI/baal/blob/master/src/baal/utils/metrics.py#L88

cc @Dref360

@oaimtiaz
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oaimtiaz commented Oct 5, 2020

Hi! I am interested in helping out with this, but I am slightly confused as to what is expected. Should we be implementing these metrics again anew or using the Baal implementations in this project?

@vfdev-5
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vfdev-5 commented Oct 5, 2020

Hi @oaimtiaz, idea is to implement ECE and MulticlassECE from scratch and using our formalism of metric's implementation : https://pytorch.org/ignite/metrics.html#how-to-create-a-custom-metric
Implementation in Baal can be a sort of reference and shouldn't be reused.
Do not hesitate to ask other question if need other details.

@oaimtiaz
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oaimtiaz commented Oct 5, 2020

Thanks! I'll get started on this right away!

@vfdev-5 vfdev-5 added PyDataGlobal PyData Global 2020 Sprint and removed Hacktoberfest labels Oct 31, 2020
@vfdev-5
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vfdev-5 commented Nov 4, 2020

@oaimtiaz any updates on this ?

@oaimtiaz
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oaimtiaz commented Nov 8, 2020 via email

@vfdev-5 vfdev-5 removed the PyDataGlobal PyData Global 2020 Sprint label Dec 14, 2020
@vfdev-5 vfdev-5 added the PyDataGlobal PyData Global 2020 Sprint label Oct 21, 2021
@Zekrom-7780
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@vfdev-5 , can I work on this issue?

@vfdev-5
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vfdev-5 commented Nov 10, 2023

@Zekrom-7780 Yes, go ahead

@vfdev-5 vfdev-5 added help wanted and removed help wanted Hacktoberfest PyDataGlobal PyData Global 2020 Sprint labels Nov 10, 2023
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Hey 👋, I've just created a thread for this issue on PyTorch-Ignite Discord where you can quickly talk to the community on the topic.

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4 participants