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Facundo Santiago's Projects

aitour2019 icon aitour2019

Samples shown in Microsoft AI Tour 2019 for sessions "Taking Machine Learning notch to the next level with Databricks" and "Superman vs Batman: Python and R in Azure"

aml-modules icon aml-modules

A repository of drag-and-drop custom modules for Azure Machine Learning Designer

azureml-components icon azureml-components

This repository contains un-official Azure Machine Learning components to use in AzureML pipelines.

azureml-julia icon azureml-julia

An example about how to train a tree-based decision model using Julia (1.7.2) for the popular Iris dataset in Azure ML.

chat-ui icon chat-ui

Open source codebase powering the HuggingChat app

contrastivelearning icon contrastivelearning

This repo demostrates how to use the concept of contrastive learning in an anommaly detection setting with autoencoders (also know as discriminative autoencoders)

convnetjs icon convnetjs

Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

dogs-vs-cats-benchmark icon dogs-vs-cats-benchmark

Benchmarking Azure Machine Learning Services for training a model with GPU and PyTorch. Full post at Medium

feast icon feast

Feature Store for Machine Learning

interpret icon interpret

A repository with examples about how to use different interpretability techniques.

jobtools icon jobtools

Facilitates the use of Python from the command line with automatic params parsing

langchain icon langchain

⚡ Building applications with LLMs through composability ⚡

llama_index icon llama_index

LlamaIndex (formerly GPT Index) is a data framework for your LLM applications

lore icon lore

LOcal Rule-based Exlanations

m72109 icon m72109

Repositorio para el curso M72109

mlflow icon mlflow

Open source platform for the machine learning lifecycle

mlflow-deployments icon mlflow-deployments

Source code for the post Effortless deployments with MLFlow, showcasing how logging models using MLFLow can provide you want to easily deploy them in production later.

mlproject-sample icon mlproject-sample

Sample repository about how to structure an ML project using software engineering practices

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