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Just want to point out that it might be interesting to get the opinion of the community into new subjects for GSoC 2017 and collect them somewhere central. We could use this issue for a growing list o…
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## 1. Introduction
**1.1 Traditional Decision-making for Healthcare Practitioners Needs Improvement**
Traditional decision-making by doctors includes the processes of diagnosis, problem-solving,…
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As discussed offline, we should conduct a more thorough study on what performance impact we can expect (on holdout set) when using the `train set` error as a basis for choosing the best model as oppos…
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Using the einsum `optimal` flag over the `greedy` flag seems to actually slow down einsum, at least in this case:
![optimal_einsum](https://user-images.githubusercontent.com/16225848/63525194-45cd530…
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## TL;DR
It seems like a model needs to be capable of sampling from a posterior distribution, rather than simply returning a scalar value for uncertainty, in order to be used as a `Surrogate` model w…
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I have a few questions, please:
**1. How is the initial CPT filled before training with the dataset?**
**2. Does the initial CPT represent the "Prior Bayesian Probability Network (BPN)? If so, d…
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**Original article:** AmirAli Farokhniaee and Madeleine M Lowery 2021 'Cortical network effects of subthalamic deep brain stimulation in a thalamo-cortical microcircuit model', Journal of Neural Engin…
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### Week 1 - Get to know the community
- [X] Join the communication channels
- [X] Open a GitHub issue (this one!)
- [x] Install the Ersilia Model Hub and test the simplest model
- [x] Install Docker…
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@jstac @thomassargent30 @ChrisRackauckas
Starting with the python version as a reference: https://python.quantecon.org/sir_model.html
My thought is that there could be two lectures here:
- `M…
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## Keyword: sgd
### A Convergence Theory for Federated Average: Beyond Smoothness
- **Authors:** Authors: Xiaoxiao Li, Zhao Song, Runzhou Tao, Guangyi Zhang
- **Subjects:** Machine Learning (cs.LG);…