Jacopo Tagliabue (@jacopotagliabue)
github

jacopotagliabue

Twitter logo Share LinkedIn logo Share Facebook logo Share

Top repositories

1

you-dont-need-a-bigger-boat

An end-to-end implementation of intent prediction with Metaflow and other cool tools
Python
835
star
2

reclist

Behavioral "black-box" testing for recommender systems
Python
408
star
3

MLSys-NYU-2022

Slides, scripts and materials for the Machine Learning in Finance Course at NYU Tandon, 2022
Jupyter Notebook
359
star
4

recs-at-resonable-scale

Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow
Python
224
star
5

post-modern-stack

Joining the modern data stack with the modern ML stack
Python
187
star
6

foundation-models-for-dbt-entity-matching

Playground for using large language models into the Modern Data Stack for entity matching
Python
105
star
7

FREE_7773

Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).
Jupyter Notebook
96
star
8

paas-data-ingestion

Ingesting data with Pulumi, AWS lambdas and Snowflake in a scalable, fully replayable manner
PLpgSQL
66
star
9

tensorflow_to_lambda_serverless

Serve tensorflow models prediction from AWS lambda endpoints
Python
58
star
10

no-ops-machine-learning

A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.
Python
36
star
11

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

Template-based generation of DAG cards from Metaflow classes, inspired by Google cards for machine learning models.
Python
29
star
12

retail-personalization-workshop

In-Session Personalization Workshop for eCommerce, April 2021, and the MICES Workshop in June 2021.
Jupyter Notebook
21
star
13

anki-drive-python-sdk

Python+node wrapper to read/send message from/to Anki Overdrive bluetooth vehicles.
Python
17
star
14

clothes-in-space

Personalization with deep learning in 100 lines of code
Jupyter Notebook
14
star
15

pixel_from_lambda

Serve a 1x1 GIF pixel from an AWS lambda-powered endpoint
Python
13
star
16

MLSys-NYU-2023

Slides, scripts and materials for the Machine Learning in Finance course at NYU Tandon, 2023.
Jupyter Notebook
12
star
17

spark_tree2lambda

Python micro-service to serve a decision tree trained with Spark through AWS Lambda
Jupyter Notebook
9
star
18

session-path

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.
Python
6
star
19

tarski-2.0

Old-style computational semantics at the time of Python 3.6
Python
5
star
20

magic-the-gpthering

Playground for generating cards in the style of "Magic The Gathering" using generative AI
Python
4
star
21

webppl_to_lambda_serverless

Deploying a webppl probabilistic program as an (AWS lambda) endpoint.
JavaScript
4
star
22

On-the-plurality-of-graphs

WIP code for the "on the plurality of graphs" paper
Jupyter Notebook
3
star
23

jacopotagliabue.github.io

Personal website
2
star
24

how-much-is-a-billion

Generating meaningful perspectives with NLP and Probabilistic Programming.
JavaScript
2
star