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you-dont-need-a-bigger-boat
An end-to-end implementation of intent prediction with Metaflow and other cool toolsreclist
Behavioral "black-box" testing for recommender systemsMLSys-NYU-2022
Slides, scripts and materials for the Machine Learning in Finance Course at NYU Tandon, 2022recs-at-resonable-scale
Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflowpost-modern-stack
Joining the modern data stack with the modern ML stackfoundation-models-for-dbt-entity-matching
Playground for using large language models into the Modern Data Stack for entity matchingFREE_7773
Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).paas-data-ingestion
Ingesting data with Pulumi, AWS lambdas and Snowflake in a scalable, fully replayable mannertensorflow_to_lambda_serverless
Serve tensorflow models prediction from AWS lambda endpointsno-ops-machine-learning
A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.dag-card-is-the-new-model-card
Template-based generation of DAG cards from Metaflow classes, inspired by Google cards for machine learning models.retail-personalization-workshop
In-Session Personalization Workshop for eCommerce, April 2021, and the MICES Workshop in June 2021.clothes-in-space
Personalization with deep learning in 100 lines of codepixel_from_lambda
Serve a 1x1 GIF pixel from an AWS lambda-powered endpointMLSys-NYU-2023
Slides, scripts and materials for the Machine Learning in Finance course at NYU Tandon, 2023.spark_tree2lambda
Python micro-service to serve a decision tree trained with Spark through AWS Lambdasession-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.tarski-2.0
Old-style computational semantics at the time of Python 3.6magic-the-gpthering
Playground for generating cards in the style of "Magic The Gathering" using generative AIwebppl_to_lambda_serverless
Deploying a webppl probabilistic program as an (AWS lambda) endpoint.On-the-plurality-of-graphs
WIP code for the "on the plurality of graphs" paperjacopotagliabue.github.io
Personal websitehow-much-is-a-billion
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