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followers: 308.0 following: 3.0 repos: 24.0 gists: 11.0

Name: Jacopo Tagliabue

Type: User

Bio: I failed the Turing Test once, but that was many friends ago.

Location: New York

Blog: http://www.jacopotagliabue.it/

Jacopo Tagliabue's Projects

anki-drive-python-sdk

Python+node wrapper to read/send message from/to Anki Overdrive bluetooth vehicles.

automatic-differentiation-with-dual-numbers

A brief (and inaccurate) history of derivatives, with a brief (and incomplete) Python implementation

clothes-in-space

Personalization with deep learning in 100 lines of code

dag-card-is-the-new-model-card

Template-based generation of DAG cards from Metaflow classes, inspired by Google cards for machine learning models.

foundation-models-for-dbt-entity-matching

Playground for using large language models into the Modern Data Stack for entity matching

free_7773

Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).

how-much-is-a-billion

Generating meaningful perspectives with NLP and Probabilistic Programming.

magic-the-gpthering

Playground for generating cards in the style of "Magic The Gathering" using generative AI

mlsys-nyu-2022

Slides, scripts and materials for the Machine Learning in Finance Course at NYU Tandon, 2022

mlsys-nyu-2023

Slides, scripts and materials for the Machine Learning in Finance course at NYU Tandon, 2023.

no-ops-machine-learning

A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.

on-the-plurality-of-graphs

WIP code for the "on the plurality of graphs" paper

paas-data-ingestion

Ingesting data with Pulumi, AWS lambdas and Snowflake in a scalable, fully replayable manner

pixel_from_lambda

Serve a 1x1 GIF pixel from an AWS lambda-powered endpoint

post-modern-stack

Joining the modern data stack with the modern ML stack

recs-at-resonable-scale

Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow

retail-personalization-workshop

In-Session Personalization Workshop for eCommerce, April 2021, and the MICES Workshop in June 2021.

SessionPath is a deep learning model that provides personalized category suggestions for type-ahead APIs. This repo re-implements the original paper (https://arxiv.org/abs/2005.12781) leveraging Ludwig capabilities.

spark_tree2lambda

Python micro-service to serve a decision tree trained with Spark through AWS Lambda

tarski-2.0

Old-style computational semantics at the time of Python 3.6

tensorflow_to_lambda_serverless

Serve tensorflow models prediction from AWS lambda endpoints

webppl_to_lambda_serverless

Deploying a webppl probabilistic program as an (AWS lambda) endpoint.

you-dont-need-a-bigger-boat

An end-to-end implementation of intent prediction with Metaflow and other cool tools

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