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@alexxx-db Alex Taylor-Barreto Databricks

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    196 repositories

    • digital-pathology

      Public
      Help augment diagnostic workflows with this Databricks Solution Accelerator for pathology image analysis. Now you can rapidly process thousands of whole slide images in minutes and use machine learning to automate the detection of metastasis.
      Python
      •
      Other
      •12•0•0•0•Updated Feb 3, 2025Feb 3, 2025

    • transformers

      Public
      🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
      Python
      •
      Apache License 2.0
      •28k•0•0•0•Updated Feb 3, 2025Feb 3, 2025

    • spark-nlp-workshop

      Public
      Public runnable examples of using John Snow Labs' NLP for Apache Spark.
      Jupyter Notebook
      •
      Apache License 2.0
      •607•0•0•0•Updated Feb 3, 2025Feb 3, 2025

    • composer

      Public
      Supercharge Your Model Training
      Python
      •
      Apache License 2.0
      •431•0•0•0•Updated Feb 3, 2025Feb 3, 2025

    • dbdemos

      Public
      Demos to implement your Databricks Lakehouse
      HTML
      •
      Other
      •103•0•0•0•Updated Feb 3, 2025Feb 3, 2025

    • terraform-databricks-sra

      Public
      The Security Reference Architecture (SRA) implements typical security features as Terraform Templates that are deployed by most high-security organizations, and enforces controls for the largest risks that customers ask about most often.
      HCL
      •
      Other
      •46•0•0•0•Updated Feb 3, 2025Feb 3, 2025

    • modern-data-warehouse-dataops

      Public
      DataOps for the Modern Data Warehouse on Microsoft Azure. https://aka.ms/mdw-dataops.
      Shell
      •
      MIT License
      •482•0•0•0•Updated Feb 3, 2025Feb 3, 2025

    • llm-foundry

      Public
      LLM training code for MosaicML foundation models
      Python
      •
      Apache License 2.0
      •541•0•0•0•Updated Feb 3, 2025Feb 3, 2025

    • many-model-forecasting

      Public
      Bootstrap your large scale forecasting solution on Databricks with Many Models Forecasting (MMF)
      Python
      •
      Other
      •22•0•0•0•Updated Feb 3, 2025Feb 3, 2025

    • mlops-stack

      Public
      This repo provides a customizable stack for starting new ML projects on Databricks that follow production best-practices out of the box.
      Python
      •
      Apache License 2.0
      •173•0•0•0•Updated Feb 3, 2025Feb 3, 2025

    • anomalib

      Public
      An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
      Python
      •
      Apache License 2.0
      •709•0•0•0•Updated Feb 3, 2025Feb 3, 2025

    • security-analysis-tool

      Public
      Security Analysis Tool (SAT) analyzes customer's Databricks account and workspace security configurations and provides recommendations that help them follow Databrick's security best practices. When a customer runs SAT, it will compare their workspace configurations against a set of security best practices and delivers a report.
      Python
      •
      Other
      •44•0•0•0•Updated Feb 3, 2025Feb 3, 2025

    • pixels

      Public
      Facilitates simple large scale processing of HLS Medical images, documents, zip files. Previously at https://github.com/dmoore247/pixels
      JavaScript
      •
      Other
      •18•0•0•0•Updated Feb 3, 2025Feb 3, 2025

    • spark-nlp-resources

      Public
      State of the Art Natural Language Processing with John Snow Labs
      Scala
      •
      Apache License 2.0
      •718•0•0•0•Updated Feb 3, 2025Feb 3, 2025

    • genai-cookbook

      Public
      This repo provides learning materials and production-ready code to build a high-quality RAG application using Databricks.
      Python
      •
      Other
      •91•1•0•0•Updated Feb 3, 2025Feb 3, 2025

    • llm-bootcamp

      Public
      LLM Bootcamp Series
      Python
      •57•0•0•0•Updated Feb 3, 2025Feb 3, 2025

    • hls-tcga

      Public
      Load RNA expression profiles from TCGA and associated clinical data into the Databricks lakehouse platform, and subsequently perform diverse analyses on the dataset
      Python
      •
      Other
      •3•0•0•0•Updated Jan 21, 2025Jan 21, 2025

    • nlp-with-transformers-src

      Public
      Notebooks for the Natural Language Processing with Transformers
      Jupyter Notebook
      •
      Apache License 2.0
      •1.3k•0•0•0•Updated Jan 21, 2025Jan 21, 2025

    • smolder-solacc

      Public
      Burning Through Electronic Health Records in Real Time With Smolder
      Scala
      •
      Other
      •3•0•0•0•Updated Jan 21, 2025Jan 21, 2025

    • personalized-image-gen

      Public
      Use personalized images to enhance the output of an image generating model
      Python
      •
      Other
      •4•0•0•0•Updated Jan 21, 2025Jan 21, 2025

    • media-mix-modeling

      Public
      Media Mix Modeling Accelerator
      Python
      •
      Other
      •3•0•0•0•Updated Jan 21, 2025Jan 21, 2025

    • auto-data-linkage

      Public
      Low effort linking and easy de-duplication. Databricks ARC provides a simple, automated, lakehouse integrated entity resolution solution for intra and inter data linking.
      Python
      •
      Other
      •21•0•0•0•Updated Jan 21, 2025Jan 21, 2025

    • carecost-compass

      Public
      Gen AI application to estimate of the cost of payer treatment, service or procedure
      Python
      •
      Other
      •1•0•0•0•Updated Jan 21, 2025Jan 21, 2025

    • bundle-examples

      Public
      Examples of Databricks Asset Bundles
      Python
      •
      Other
      •39•0•0•0•Updated Jan 21, 2025Jan 21, 2025

    • transformer-forecasting

      Public
      Demonstrates how to use various generative AI forecasting models from within Databricks.
      Python
      •
      Other
      •7•0•0•0•Updated Jan 21, 2025Jan 21, 2025

    • databricks-blogposts

      Public
      This repository contains code example used and shared through Databricks Blog posts
      Python
      •
      Other
      •9•0•0•0•Updated Jan 21, 2025Jan 21, 2025

    • hub

      Public
      A library for transfer learning by reusing parts of TensorFlow models.
      Python
      •
      Apache License 2.0
      •1.7k•0•0•0•Updated Jan 21, 2025Jan 21, 2025

    • remorph

      Public
      Cross-compiler and Data Reconciler into Databricks Lakehouse
      Scala
      •
      Other
      •34•0•0•0•Updated Dec 29, 2024Dec 29, 2024

    • mosaic

      Public
      An extension to the Apache Spark framework that allows easy and fast processing of very large geospatial datasets.
      Jupyter Notebook
      •
      Other
      •70•0•0•0•Updated Nov 25, 2024Nov 25, 2024

    • biomed-genai

      Public
      Generative AI data curation and model patterns that take advantage of publicly available BioMedical articles.
      Python
      •
      Other
      •3•0•0•0•Updated Nov 25, 2024Nov 25, 2024