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Lucy Wallace · @Snoweider

1443 followers · 1146 posts · Server mastodon.scot

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Alpine meadows anyone?

A couple of pics from the last couple of days in Switzerland.

#suisse
#LesAlpes
#IML
#Baiml

#baiml #iml #lesalpes #suisse

Last updated 1 year ago

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Lucy Wallace · @Snoweider

1441 followers · 1145 posts · Server mastodon.scot

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It's amazing to be back in the Alps again after a long absence 🤩 (thanks Covid and Brexit 🙄). I'm working out in Switzerland this month and will be enjoying plenty of views like this! 😍

#Suisse
#Vaud
#LesAlpes
#IML
#Baiml

#baiml #iml #lesalpes #vaud #suisse

Last updated 1 year ago

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Buck Moon · @bootblackcub

1010 followers · 7552 posts · Server bear.community

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Bootblack 2022 Alistair LeatherHiraeth’s stepdown speech.
#bootblack #bootblacking #IML #IML2023

#bootblack #bootblacking #iml #iml2023

Last updated 1 year ago

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Conor O'Sullivan · @conorosully

157 followers · 187 posts · Server sigmoid.social

My new article in @towardsdatascience

IML can increase/improve:
- Accuracy
- Performance in production
- Trust
- The reach of ML
- Storytelling
- Knowledge

Would you add anything?

#DataScience #MachineLeaning #IML #XAI #Interpretability #Explainability

No paywall link:
https://towardsdatascience.com/the-6-benefits-of-interpretable-machine-learning-e32fb8b60e9?sk=109f1fb39c5f18082c14105785b8e2af

#DataScience #MachineLeaning #iml #xai #interpretability #explainability

Last updated 2 years ago

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Conor O'Sullivan · @conorosully

150 followers · 168 posts · Server sigmoid.social

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Have you ever used SHAP with image data?

In this #Python tutorial, we explore how to:
- Fine-tune ResNet-18 using #PyTorch
- Evaluate the model using MSE and scatter plots
- Interpret the model using #DeepSHAP
- Correct the model through better data collection
- Discuss further improvements using image augmentation

No paywall link: https://towardsdatascience.com/using-shap-to-debug-a-pytorch-image-regression-model-4b562ddef30d?source=friends_link&sk=7eb3016839186f1ba2a6f1f105f8ff64

#DataScience #MachineLearning #DeepLearning #SHAP #IML #XAI

#Python #pytorch #deepshap #DataScience #machinelearning #deeplearning #shap #iml #xai

Last updated 2 years ago

Original post

Conor O'Sullivan · @conorosully

150 followers · 168 posts · Server sigmoid.social

Open media

Have you ever used SHAP with image data?

In this #Python tutorial, we explore how to:
- Fine-tune ResNet-18 using #PyTorch
- Evaluate the model using MSE and scatter plots
- Interpret the model using #DeepSHAP
- Correct the model through better data collection
- Discuss further improvements using image augmentation

No paywall link: https://towardsdatascience.com/using-shap-to-debug-a-pytorch-image-regression-model-4b562ddef30d?source=friends_link&sk=7eb3016839186f1ba2a6f1f105f8ff64

#DataScience #MachineLearning #DeepLearning #SHAP #IML #XAI

#Python #pytorch #deepshap #DataScience #machinelearning #deeplearning #shap #iml #xai

Last updated 2 years ago

Original post

Conor O'Sullivan · @conorosully

149 followers · 168 posts · Server sigmoid.social

Have you ever used SHAP with image data?

In this Python tutorial, we explore how to:
- Fine-tune ResNet-18 using #PyTorch
- Evaluate the model using MSE and scatter plots
- Interpret the model using #DeepSHAP
- Correct the model through better data collection
- Discuss how image augmentation could further improve the model

#DataScience #MachineLearning #Python #SHAP #IML #XAI

No paywall link: https://towardsdatascience.com/using-shap-to-debug-a-pytorch-image-regression-model-4b562ddef30d?source=friends_link&sk=7eb3016839186f1ba2a6f1f105f8ff64

#pytorch #deepshap #DataScience #machinelearning #Python #shap #iml #xai

Last updated 2 years ago

Original post

Conor O'Sullivan · @conorosully

148 followers · 166 posts · Server sigmoid.social

Open media

Working on a new article "Debugging a PyTorch Image Model with SHAP"

A mini-car takes images of a track as input. Using these, a model is used to make predictions which then turn the car.

Using SHAP, we can see the model uses background pixels when making predictions. This causes problems when we move the car to a new location.

Should be out next week :)

#DataScience #MachineLeaning #SHAP #IML #XAI #Interpretability

#DataScience #MachineLeaning #shap #iml #xai #interpretability

Last updated 2 years ago

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Leatherbrit · @Leatherbrit

130 followers · 396 posts · Server gearheads.social

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My year in review! Gauntlets by Ben Orson…..love these sooooo much, IML, IML and summer on the lake. #GayLeather #BenOrsonLeather #gauntlets #Gear365 #GayLeatherMan #IML #Chicago