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Post your questions here about: “[Network Learning](https://docs.google.com/document/d/1hjXUvBRS779HDvbYXMKjyVbO3wVg6SaWNtxwof6s6LM/edit?usp=sharing)” & “Knowledge and Table Learning”, Thinking with D…
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Robust de novo pathway enrichment with KeyPathwayMiner 5
https://doi.org/10.12688/f1000research.9054.1
Multiple implementations:
- [web application](http://keypathwayminer.compbio.sdu.dk/) (appea…
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### Background
Cytoscape offers a variety of layout algorithms to be applied to a wide diversity of networks. For example, force-directed algorithms are often applied to protein-protein interaction n…
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>Parameterizing the approximate posterior of a generative model with neural networks has become a common theme in recent machine learning research. While providing appealing flexibility, this approach…
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### Introduction to Neural Networks
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Supervised and unsupervised learning algorithms
Artificial neural networks
Feature selection methods
Evaluation and validation of machine learning models
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@zedomel suggested to index:
```json
{
"key": "445WKAZZ",
"item_type": "journalArticle",
"pub_title": "Relative effects of anthropogenic pressures, climate, and sampling design on the str…
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I am rather inexperienced with graph theory so I don't know where this line of thought leads, but when I was toying around with how to produce a generative model with a null hypothesis kinda-sorta-sim…
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>The rapid progress of gene expression profiling has facilitated the prosperity of recent biological studies in various fields, where gene expression data characterizes various cell conditions and reg…
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Hi Emre,
I have just read your wonderful work "Network-based in silico drug efficacy screening. Nat. Commun. 7:10331" and try to reproduce your codes.
I see you calculate the AUC in proximity.ipynb…