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Latest posts tagged with #SHAP on Bluesky

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The Cumbrian Mountaineer returns this April Following three sell-out tours, this spectacular steam adventure, The Cumbrian Mountaineer, returns, hauled by the magnificent British Rail Class 7 70000 ‘Britannia’.

The Cumbrian Mountaineer returns this April www.railadvent.co.uk/2026/03/the-cumbrian-mou... #carlisle #crewe #grayrigg #lancaster #mountaineer #preston #shap #ShapSummit #WestCoastMainLine

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🔍Provides Explainable AI insights using SHAP (Top risk drivers)
🧠 Generates executive summaries using Gemini LLM
🌙 Features a modern interactive dashboard (Dark/Light mode) #SHAP #Gemini

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Sad to see #Shap has lost its No 1 place

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5th January minimum temperatures and anomalies (compared to '91-'20 average) from SYNOP observations.

#Shap was the coldest low-level (<=300m) location with a min #temperature of -10.9C.

www.roostweather.com/ukobs/mintemp_map.php

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Urgent safety advice released after Cumbria train derailment The Rail Accident Investigation Branch is currently investigating a derailment of an Avanti West Coast Pendolino in Cumbria. The accident happened at Shap in Cumbria on the 3rd November after the Pendolino hit a landslip whilst heading to London Euston. The 04:28 from Glasgow Central to London Euston hit the…

The accident happened at Shap in Cumbria on the 3rd November after the Pendolino hit a landslip whilst heading to London Euston. www.railadvent.co.uk/2025/12/urgent-safety-ad... #AvantiWestCoast #cumbria #NetworkRail #shap

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One a day for 2025 #vambo365 347/365 … Overflow at Wet Sleddale reservoir, feeding River Leather - and location of Sleddale Hall from Withnail & I #shap #wetsleddale #withnailandi #reservoir #cumbria

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📢 Driver analysis of subarctic wildfire severity over a 35-year period by Daniel Martin Nelson, Yuhong He & G. W. K. Moore
👉 doi.org/10.1080/2096...
💌 #Wildfire #GoogleEarthEngine #LandTrendR #SHAP #machinelearning #forest #remotesensing #earthobservation #GIS #BigData

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On leaving Ullswater I had a lovely flying visit to see the red squirrels at the woods behind the Shap Wells hotel #RedSquirrels #Cumbria #Shap #ShapWells #Nature #Wildlife #Autumn

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Landslip Suspected Cause of WestCoast Mainline Derailment at Shap Landslip Suspected Cause of WestCoast Mainline Derailment at Shap

[UK] Landslip Suspected Cause of WestCoast Mainline Derailment at Shap penrith.town/news/landsli... #ClimateCrisis #FossilFuels #Storm #Landslide #Shap #Cumbria #England #UK

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Given the events of the last few days I think it's worth the reminder that rail staff (Northern) also acted with true professionalism in response to the Manchester Arena attack too.
#Huntingdon #Shap #Cat2

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It’s not been a great few days for the railway network, first #Huntingdon now a derailment at #Shap which will probably affect the WCML for days. Sympathy for all staff and passengers involved in the consequences of these events.

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It’s not been a great few days for the railway network, first #Huntingdon now a derailment at #Shap which will probably affect the #WCML for days. Sympathy for all staff and passengers involved in the consequences of these events.

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Avanti West Coast provide update on Cumbria train derailment Avanti West Coast have provided an update after a train derailed in Cumbria this morning. The train involved is the 04:28 Avanti service from Glasgow Central to London Euston; thankfully, no injuries have been reported. It has been confirmed by the British Transport Police that the front carriage has derailed,…

Avanti West Coast provide update on Cumbria train derailment www.railadvent.co.uk/2025/11/avanti-west-coas... #AvantiWestCoast #BritishTransportPolice #disruption #shap

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Do Not Travel: Emergency services attend train derailment in Cumbria The emergency services are attending a derailment at Shap in Cumbria, with all lines blocked.

The emergency services are attending a derailment at Shap in Cumbria, with all lines blocked. www.railadvent.co.uk/2025/11/do-not-travel-em... #AvantiWestCoast #cumbria #disruption #OxenholmeLakeDistrict #PenrithNorthLakes #shap

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A chunky 2.3m tall standing stone set in rough grass with a drystone wall behind it, and trees behind that. It's a fine late summer afternoon, with blue skies and strong shadows

A chunky 2.3m tall standing stone set in rough grass with a drystone wall behind it, and trees behind that. It's a fine late summer afternoon, with blue skies and strong shadows

#DailyMegalith #StandingStoneSunday

It's the Goggleby Stone, #Shap #Cumbria (2014)

Part of the Shap stone row or avenue, the stone can be seen from considerable distances, peeking over walls and looking surprisingly large on the horizon.

🏺

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Modelling transcription with explainable AI uncovers context-specific epigenetic gene regulation at promoters and gene bodies Author summary Genes are turned on or off through complex processes involving many proteins that interact with DNA wrapped histones and modify their structure. These changes, known as epigenetic modif...

🚀 Excited to share my latest paper on using SHAP, to predict direct target genes of chromatin-associated factors! Check it out for insights into gene regulation and the power of explainable AI in genomics! #XAI #SHAP #Genomics

doi.org/10.1371/jour...

Let's break down what we found! 👇

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Insights into Air Quality Index (AQI) Variability with Explainable Machine Learning Techniques
www.mdpi.com/3042-5743/34...

By Claudio Andenna and Roberta Valentina Gagliardi
From the ECAS-7 Conference

#MachineLearning #XGBoost #SHAP #EnvironmentalScience

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10th October minimum temperatures and anomalies (compared to '91-'20 average) from SYNOP observations.

#Shap was the coldest low-level (<=300m) location with a min #temperature of 3.9C.

www.roostweather.com/ukobs/mintemp_map.php

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11 April 2025 — Sheep in Shap, well, Lambs, being unintentionally ironic?
#sheep #shap #cumbriaphotos

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Shapley Values of Structured Additive Regression Models and Application to RKHS Weightings of Functi...

Shapley Values of Structured Additive Regression Models and Application to RKHS Weightings of Functi...

New #TMLR-Paper-with-Video:

Shapley Values of Structured Additive Regression Models and Application to RKHS Weightings of Functi...

Gabriel Dubé, Mario Marchand

https://tmlr.infinite-conf.org/paper_pages/aWRMvXTvPf

#models #shapley #shap

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Comparing Techniques for Temporal Explainable Artificial Intelligence Artificial Intelligence models have been employed in various fields, leading to a growing interest in the subject and in the development of the models. The direct involvement of complex AI models in d...

Deep learning is a black box.
I tested 3 ways to open it.
📄 ieeexplore.ieee.org/document/107...

#AI #XAI #DeepLearning #MachineLearning #ExplainableAI #TimeSeries #Research #SHAP #LIME #IntegratedGradients

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Estimand‑Agnostic Do‑Shapley Advances AI Explainability

Estimand‑Agnostic Do‑Shapley Advances AI Explainability

A new estimand‑agnostic framework removes the need to pre‑define causal estimands for do‑Shapley and adds a fast algorithm that cuts runtime on large causal graphs. Read more: getnews.me/estimand-agnostic-do-sha... #explainability #causalai #shap

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26th September minimum temperatures and anomalies (compared to '91-'20 average) from SYNOP observations.

#Shap was the coldest location with a min #temperature of -0.5C.

www.roostweather.com/ukobs/mintemp_map.php

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Paper's first page, including the abstract:

Among explainability techniques, SHAP stands out as one of the most popular, but often overlooks the causal structure of the problem. In response, do-SHAP employs interventional queries, but its reliance on estimands hinders its practical application. To address this problem, we propose the use of estimand-agnostic approaches, which allow for the estimation of any identifiable query from a single model, making do-SHAP feasible on complex graphs. We also develop a novel algorithm to significantly accelerate its computation at a negligible cost, as well as a method to explain inaccessible Data Generating Processes. We demonstrate the estimation and computational performance of our approach, and validate it on two real-world datasets, highlighting its potential in obtaining reliable explanations.

Paper's first page, including the abstract: Among explainability techniques, SHAP stands out as one of the most popular, but often overlooks the causal structure of the problem. In response, do-SHAP employs interventional queries, but its reliance on estimands hinders its practical application. To address this problem, we propose the use of estimand-agnostic approaches, which allow for the estimation of any identifiable query from a single model, making do-SHAP feasible on complex graphs. We also develop a novel algorithm to significantly accelerate its computation at a negligible cost, as well as a method to explain inaccessible Data Generating Processes. We demonstrate the estimation and computational performance of our approach, and validate it on two real-world datasets, highlighting its potential in obtaining reliable explanations.

Thrilled to announce that our paper “Practical do-Shapley Explanations with Estimand-Agnostic Causal Inference” has been accepted at #NeurIPS2025 with spotlight! 🎉

🔗 arxiv.org/abs/2509.20211

If you're working on #ExplainableAI, #SHAP, or #Causality, we'd love for you to check it out!

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M6 Traffic LIVE: Motorway Closed After Overturned Lorry Fire Between Kendal and Shap M6 traffic chaos after an overturned lorry fire forced motorway closures between Kendal and Shap. National Highways announced diversions, emergency response, and updates for drivers.

M6 Traffic LIVE: Motorway Closed After Overturned Lorry Fire Between Kendal and Shap
#M6 #TrafficAlert #Cumbria #BreakingNews #UKTraffic #MotorwayClosure #Kendal #Shap #RoadSafety #TravelUpdate
gtvnewshd.com/trending/202...

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20th August minimum temperatures and anomalies (compared to '91-'20 average) from SYNOP observations.

#Shap was the coldest low-level (<=300m) location with a min #temperature of 6.6C.

www.roostweather.com/ukobs/mintemp_map.php

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19th August minimum temperatures and anomalies (compared to '91-'20 average) from SYNOP observations.

#Shap was the coldest low-level (<=300m) location with a min #temperature of 8.5C.

www.roostweather.com/ukobs/mintemp_map.php

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15th August minimum temperatures and anomalies (compared to '91-'20 average) from SYNOP observations.

#Shap was the coldest low-level (<=300m) location with a min #temperature of 9.0C.

www.roostweather.com/ukobs/mintemp_map.php

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