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JOSÉ MANUEL NÁPOLES DUARTE
JOSÉ MANUEL NÁPOLES DUARTE

256 Followers

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15 hours ago

Best prompts for MathGPT Streamlit app

PS: I’m the creator of the app ;) Starting the new year, I had several projects in mind. One of them was to take the OpenAI API more seriously, as ChatGPT has been a partner for me in studying papers, coding, and why not, having fun. Like many others, I…

Streamlit

4 min read

Best prompts for MathGPT Streamlit app
Best prompts for MathGPT Streamlit app
Streamlit

4 min read


Published in The Streamlit Teacher

·Jan 15

Write for The Streamlit Teacher

We are happy to have you as a contributor 🎈

Streamlit

1 min read

Streamlit

1 min read

Write for The Streamlit Teacher

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Published in The Streamlit Teacher

·Jan 14

Guidelines to write in The Streamlit Teacher

Articles to be published in TST should include the use of Streamlit in some way, preferably providing clear explanations about the implementation or discussing interesting use cases or reflections about the impact of this amazing tool. We are open to any style, whenever the document is well written. As a…

Streamlit

2 min read

Guidelines to write in The Streamlit Teacher
Guidelines to write in The Streamlit Teacher
Streamlit

2 min read


Published in The Streamlit Teacher

·Jan 12

Introducing “The Streamlit Teacher”

We Streamlit enthusiasts know that our creations deserve to be shared with others. We love to see that what we do with creativity can be helpful to someone else. This is part of the appeal of Streamlit, to convert simple python scripts into great web apps that could be used…

Streamlit

1 min read

Introducing “The Streamlit Teacher”
Introducing “The Streamlit Teacher”
Streamlit

1 min read


Published in The Streamlit Teacher

·Jan 10

Building a Handwritten Digit Recognition Web App with Keras and Streamlit

Set up a Keras Model and build a web app easily I believe Streamlit is a fantastic tool, and I try to spread my knowledge and experience building web apps in my community, particularly in my faculty. In a recent workshop, I taught the basics of Artificial Neural Networks to a group of chemistry students, and of course, I used Streamlit…

Neural Networks

6 min read

Building a Handwritten Digit Recognition Web App with Keras and Streamlit
Building a Handwritten Digit Recognition Web App with Keras and Streamlit
Neural Networks

6 min read


Published in Towards Data Science

·Jan 10, 2022

Molecular Visualization in Streamlit Using RDKit and Py3DMol (Part 2)

Py3DMol and stmol component — Follow this link for the first part: https://towardsdatascience.com/molecular-visualization-in-streamlit-using-rdkit-and-py3dmol-4e8e63488eb8 1. Introduction When I asked Adrien Treuille how to deploy 3D structures on Streamlit, I was soon contacted by TC Ricks, and he proposed me to develop a Streamlit Component, when components were not yet released to the public. I worked on that and…

Streamlit

5 min read

Molecular visualization in Streamlit using RDKit and Py3DMol (Part 2)
Molecular visualization in Streamlit using RDKit and Py3DMol (Part 2)
Streamlit

5 min read


Published in Towards Data Science

·Dec 7, 2021

Molecular visualization in Streamlit using RDKit and Py3DMol

Part 1: RDKit — 1. Introduction Soon after I knew about Streamlit [1], my first question [2] was, how it could be possible to deploy molecular structures? In this post AND the next, I will contribute what I have learned, hoping that this could be of help to others. In this two-part series, I will concentrate…

Streamlit

4 min read

Molecular visualization in Streamlit using RDKit and Py3DMol
Molecular visualization in Streamlit using RDKit and Py3DMol
Streamlit

4 min read


Published in Towards Data Science

·Aug 21, 2021

Learn to Smell (Molecules) with Graph Convolutional Neural Networks

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…

Graph

5 min read

Learn to Smell (Molecules) with Graph Convolutional Neural Networks
Learn to Smell (Molecules) with Graph Convolutional Neural Networks
Graph

5 min read


Published in Towards Data Science

·Jul 27, 2021

Start with Graph Convolutional Neural Networks using DGL

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…

Graph

4 min read

Start with Graph Convolutional Neural Networks using DGL
Start with Graph Convolutional Neural Networks using DGL
Graph

4 min read


Published in Towards Data Science

·Jul 8, 2021

How to build a super easy handwritten numbers identifier

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…

Mnist

4 min read

How to build a super easy handwritten numbers identifier
How to build a super easy handwritten numbers identifier
Mnist

4 min read

JOSÉ MANUEL NÁPOLES DUARTE

JOSÉ MANUEL NÁPOLES DUARTE

256 Followers

Physics/ML Lecturer at FCQ-UACH. Member of the Streamlit Creators program.

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