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Requesting a method on a H2ODataframe with one categorical column that outputs a multi column dataframe (one column for each unique category) and a 0/1 value for that row.
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Hi @mivanit,
I've been trying to understand how we could set up the classification pipeline using the prompted gpt2 model.
I am probably wrong about everything - my main reason for writing this …
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“Integrative Learning - Multi-modal, Complex and Complete Models” & “Epilogue: You in the Loop” in Thinking with Deep Learning, Chapters 17 & Epilogue; “[Explainable Deep Learning: Concepts, Methods, …
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**Fundamentals**
1. Introduction to ML
- What is ML
- Types of ML systems
- ML in R
2. Before the modeling process
- Problem framing
- Planning & scoping
- Experimentation
…
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Hi Mateo,
I really liked your article on Towards Data Science on your interpretability algorithm for tree-based classifiers, and could definitely leverage this approach in my work.
Would it be p…
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# Predict #TidyTuesday giant pumpkin weights with workflowsets | Julia Silge
Get started with tidymodels workflowsets to handle and evaluate multiple preprocessing and modeling approaches simultaneou…
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近几年explainable AI渐🔥,尤其是最近,有些研究人员将其划分为: explainability 和 interpretability。但翻译中文时,这两词都会被翻译成可解释性。尤其是当我们需要翻译explainability and interpretability of AI时非常困难。而其实他们是有区别的。
区别:
An **interpretable** machine …
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Write Blog post about the paper you read!
https://arxiv.org/abs/2210.03629
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Do you have any idea regarding what kind of information the neural descriptors at each point represent?
I've read the paper but it was not that clear about the information that are learned in thes…
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Demystifying Post-hoc Explainability for ML models
These are just some example:
Section 3 First sentence of Rule-based Explanations is copied from: https://www.aaai.org/ocs/index.php/AAAI/AAAI18…