In this tutorial, we’ll build an NLP app starting from DagsHub-MLflow, then diving into deployment in SageMaker and EC2 with the front end in Streamlit. — Table of Contents — 1. Setup DagsHub repo and requirements — — Create your DagsHub repo — — Setup the virtual environment — — Download the data with DVC — 2a. Launch your very first experiment in MLflow — — Naive Bayes model as a backbone for sentiment Classification — — Set up…

Can we use PyTorch in Rust? What are Rust bindings? What’s tch-rs? A look on neural networks in Rust — It’s been a while since the last time when we had a look at Rust and its application to Machine Learning — please, scroll down to the bottom for the previous tutorials on ML and Rust. Today I would like to present you a step forward, introducing neural networks in…

The second part of our NLP exploration: Topic modelling, word embeddings and text similarity through TF-IDF and transfomers — Welcome back to this introduction to the NLP world. Click here if you missed the very first part of this introduction to NLP: The Bible under the NLP eye (Part 1) The first part of a fun data science project, to learn more about text processing, NLP techniques, and extracting…towardsdatascience.com

This month: Microsoft, INRI and IIIT tackle the brain-computer 💻 interface and Visio-linguistic Transformers to solve the brain encoding problem 🧮 and the very first public graph neural network framework 🕸️ to explore brain structural and functional networks. Support my writing and projects by joining Medium through my referral link: Join Medium with my referral link - Stefano Bosisio As a Medium member, a portion of your membership fee goes to writers you read, and you get full access to every story…stefanobosisio1.medium.com

This month: PDE and deep learning to build up brain’s 🧠 connectome🔗, brain-computer 💻 interface for hand prosthesis and finally a new look at Hidden Markov Models for brain dynamics understanding. Support my writing and projects by joining Medium through my referral link: Join Medium with my referral link - Stefano Bosisio As a Medium member, a portion of your membership fee goes to writers you read, and you get full access to every story…stefanobosisio1.medium.com

The first part of a fun data science project, to learn more about text processing, NLP techniques, and extracting meaningful information from text corpus. — Since Easter is approaching I thought of a nice and fun data science project, applying NLP techniques to the Bible. The Bible can be freely downloaded in text format from the Gutenberg project https://www.gutenberg.org/cache/epub/1581/pg1581.txt (Gutenberg License)

GAT in practice! Exploring PyTorch, Torch Geometric and JAX #GPU implementation to speed up GAT performance — Support my writing and projects by joining Medium through my referral link: Join Medium with my referral link - Stefano Bosisio As a Medium member, a portion of your membership fee goes to writers you read, and you get full access to every story…stefanobosisio1.medium.com My previous posts on Graph Neural Networks:

This month: variational autoencoder model to enhance brain-computer-interfaces 🧠💻, perceived image reconstructions from humans’ fMRI scans 🧱and fault-tolerant neural networks ❌. Support my writing and projects by joining Medium through my referral link: Join Medium with my referral link - Stefano Bosisio As a Medium member, a portion of your membership fee goes to writers you read, and you get full access to every story…stefanobosisio1.medium.com

Today we’ll dive into the theory and implementation of the Graph Attention Network (GAT). In a nutshell: attention rocks, graphs rock, GAT’s authors rock! — Support my writing and projects by joining Medium through my referral link: Join Medium with my referral link - Stefano Bosisio As a Medium member, a portion of your membership fee goes to writers you read, and you get full access to every story…stefanobosisio1.medium.com