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Review the computational efficiency of returning a proximity matrix with H2O-3's Distributed Random Forest and consider adding something similar to the proximity matrix that R's [Random Forest impleme…
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Hi,
I can't seem to find the documentation for creating custom stopping criteria (ideally for ensembles) and loss functions. Could you please point me in the right direction? Thanks!
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In terms of functionality, the mid-term end goal is to achieve an offering of ML algorithms and pre-processing routines comparable to what is currently available in Python's [`scikit-learn`](https://s…
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P-Values for variable importance are desirable as they are easier to interpret and will be potentially easier to drop in to our [other tools](https://github.com/cancerregulome/).
A couple of differen…
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The goal of this assignment was to introduce you to 2 main concepts in Machine Learning: Data Pre-processing, and Classification. You learned how to query and clean data using the pandas library in Py…
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Hi, I am creating this as a general-purpose issue for this imputation task. As a preliminary step, here is my understanding of our proposed methodology for this task (using P22250 as a test case).
…
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## Introduction
This branch was initially created to work on the project's notebook, aiming to record the process comprehensively. However, upon review, I identified gaps in our analysis, particula…
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A continuation of the conversation regarding the evaluation of Wen's notebook.
Since I do not have write access in Wen's repository, I cannot move the issue here directly.
Until I can find a wa…
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## Keyword: efficient
### End-to-end codesign of Hessian-aware quantized neural networks for FPGAs and ASICs
- **Authors:** Javier Campos, Zhen Dong, Javier Duarte, Amir Gholami, Michael W. Mahoney,…
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### Ticket Contents
## Description
While Sugar has lots of activities, you can never have enough math games and puzzles. There is a great website with lots of ideas (See https://www.cut-the-knot.o…