It is speculatively inevitable
Please, let me be speculative for a moment. Let say that we are not the only one technological civilization in the universe. Let’s say that instead there are a certain population, and some of them achieve to build advanced artificial intelligences. That is something at least plausible I think, compared…
An end to end project combining Chemistry and Deep Learning on Graphs
Here what we are going to accomplish are the following tasks:
- Build a custom graph dataset formatted to work in DGL (Main subject in this post 😎)
- Prepare Train and Test datasets randomly (Good to know 👍)
- Define the Graph Conv Network (Piece of cake 🍰)
- Train and evaluate Accuracy…
A Painless Introduction
I have reviewed some of the existing libraries to do Graph Convolutional Neural Networks (GCNN’s) and, although in general they are very good, I always return to DGL because it has excellent documentation and many examples, among other things [1]. Here, I want to share my review of a classic…
A beginner friendly use of cosine similarity
Whenever you start with machine learning, there are several well known datasets ( Iris dataset for example 🥀 ). Among them there is one for images that is simple, popular and interesting, namely the MNIST dataset which consist of a large number of handwritten digits 📝 [1].
Here we are…
The easy way to plot superb graphs.
For a while, I and others in the Streamlit community [1] have been seeking a tool to render interactive graphs, but until now this has been something only a few can achieve. This can be due to the fact that a level of expertise with javascript is required, something that…
Setting up Autodock Vina
“There is an urgent need to share our methods, models, and results openly and quickly to test findings, ensure reproducibility, test significance, eliminate dead-ends, and accelerate discovery. …
How to map a map into graph convolutional networks.
Note from the editors: Towards Data Science is a Medium publication primarily based on the study of data science and machine learning. We are not health professionals or epidemiologists, and the opinions of this article should not be interpreted as professional advice. …
Mexico is still in the second phase of the spread of the SARS-Cov-2 virus and has had a very valuable opportunity when observing what has happened in other countries where today the situation is critical.
In this exercise, I will show how the cases reported by 1) The Center for Systems…
