Pinned Repositories
azureai-rag-hack
Example about how to use the right model for the right job in a RAG setting
ContrastiveLearning
This repo demostrates how to use the concept of contrastive learning in an anommaly detection setting with autoencoders (also know as discriminative autoencoders)
dogs-vs-cats-benchmark
Benchmarking Azure Machine Learning Services for training a model with GPU and PyTorch. Full post at Medium
jobtools
Facilitates the use of Python from the command line with automatic params parsing
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
Sample repository about how to structure an ML project using software engineering practices
pnp-databricks-monitoring
This sample shows how to stream Databricks metrics to Azure Monitor (log analytics) workspace
prometheus
Prometheus is a machine learning powered solution for early detection of fires in national parks
synapse-cicd
A GitHub Actions/Azure DevOps implementation of a CI/CD workflow for Azure Synapse or Azure SQL Database
trunkbased-mlops
This repository showcases how to implement trunk-based development workflow while working in a Machine Learning project.
santiagxf's Repositories
santiagxf/trunkbased-mlops
This repository showcases how to implement trunk-based development workflow while working in a Machine Learning project.
santiagxf/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.
santiagxf/synapse-cicd
A GitHub Actions/Azure DevOps implementation of a CI/CD workflow for Azure Synapse or Azure SQL Database
santiagxf/mlproject-sample
Sample repository about how to structure an ML project using software engineering practices
santiagxf/azureai-rag-hack
Example about how to use the right model for the right job in a RAG setting
santiagxf/dogs-vs-cats-benchmark
Benchmarking Azure Machine Learning Services for training a model with GPU and PyTorch. Full post at Medium
santiagxf/jobtools
Facilitates the use of Python from the command line with automatic params parsing
santiagxf/aml-modules
A repository of drag-and-drop custom modules for Azure Machine Learning Designer
santiagxf/M72109
Repositorio para el curso M72109
santiagxf/azureai-x-arize
santiagxf/azureml-components
This repository contains un-official Azure Machine Learning components to use in AzureML pipelines.
santiagxf/azureml-fabric-together
This repo contains two examples about how you can use Azure Machine Learning and Fabric together.
santiagxf/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.
santiagxf/E72102
santiagxf/interpret
A repository with examples about how to use different interpretability techniques.
santiagxf/llama_index
LlamaIndex (formerly GPT Index) is a data framework for your LLM applications
santiagxf/azure-docs
Open source documentation of Microsoft Azure
santiagxf/azureml-allennlp
santiagxf/azureml-ignite
santiagxf/chat-ui
Open source codebase powering the HuggingChat app
santiagxf/langchain
⚡ Building applications with LLMs through composability ⚡
santiagxf/langgraph
Build resilient language agents as graphs.
santiagxf/mlflow
Open source platform for the machine learning lifecycle
santiagxf/mlspells
My army of ML spells
santiagxf/opengpts
santiagxf/openinference
Auto-Instrumentation for AI Observability
santiagxf/pyLDAvis
Python library for interactive topic model visualization. Port of the R LDAvis package.
santiagxf/pyrunme
Simplifies the execution of Python code from the command line by providing automatic signature reading and parameters parsing.
santiagxf/shell_gpt
A command-line productivity tool powered by GPT-3 and GPT-4, will help you accomplish your tasks faster and more efficiently.
santiagxf/StyleGAN2