Facundo Santiago's repositories
trunkbased-mlops
This repository showcases how to implement trunk-based development workflow while working in a Machine Learning project.
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.
synapse-cicd
A GitHub Actions/Azure DevOps implementation of a CI/CD workflow for Azure Synapse or Azure SQL Database
mlproject-sample
Sample repository about how to structure an ML project using software engineering practices
dogs-vs-cats-benchmark
Benchmarking Azure Machine Learning Services for training a model with GPU and PyTorch. Full post at Medium
aml-modules
A repository of drag-and-drop custom modules for Azure Machine Learning Designer
azureml-components
This repository contains un-official Azure Machine Learning components to use in AzureML pipelines.
azureml-fabric-together
This repo contains two examples about how you can use Azure Machine Learning and Fabric together.
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.
azure-docs
Open source documentation of Microsoft Azure
chat-ui
Open source codebase powering the HuggingChat app
convnetjs
Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.
CustomVision.COCO
Train Azure Custom Vision Service using COCO dataset
Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020
Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020. Please star.
feast
Feature Store for Machine Learning
langchain
⚡ Building applications with LLMs through composability ⚡
llama_index
LlamaIndex (formerly GPT Index) is a data framework for your LLM applications
mlflow
Open source platform for the machine learning lifecycle
pyLDAvis
Python library for interactive topic model visualization. Port of the R LDAvis package.
shell_gpt
A command-line productivity tool powered by GPT-3 and GPT-4, will help you accomplish your tasks faster and more efficiently.