Jim Seluga (JSeluga)

JSeluga

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Jim Seluga's starred repositories

Azure-Governance-Visualizer

Azure Governance Visualizer aka AzGovViz is a PowerShell script that captures Azure Governance related information such as Azure Policy, RBAC (a lot more) by polling Azure ARM, Storage and Microsoft Graph APIs.

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dspy

DSPy: The framework for programming—not prompting—foundation models

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AzureDataRetrievalAugmentedGenerationSamples

Samples to demonstrate pathways for Retrieval Augmented Generation (RAG) for Azure Data

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GPT-RAG

Sharing the learning along the way we been gathering to enable Azure OpenAI at enterprise scale in a secure manner. GPT-RAG core is a Retrieval-Augmented Generation pattern running in Azure, using Azure Cognitive Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.

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PyCodeGPT

A pre-trained GPT model for Python code completion and generation

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aztfexport

A tool to bring existing Azure resources under Terraform's management

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inframap

Read your tfstate or HCL to generate a graph specific for each provider, showing only the resources that are most important/relevant.

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oci-visualizer

Oracle Cloud Infrastructure Visualization Tool

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cloudvm

terraform free-tier google cloud VM for IAP access & wireguard VPN with pihole

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OpenRadioss

OpenRadioss is a powerful, industry-proven finite element solver for dynamic event analysis

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oci-jet-garage-clock

oci-jet-garage-clock

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terraform-github-actions

A reference implementation of using GitHub Actions to deploy infrastructure to Azure using Terraform

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mage-ai

🧙 Build, run, and manage data pipelines for integrating and transforming data.

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oci-landing-zones

OCI Landing Zones

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github-ci

An example GitHub Action (CI) to build a Singularity container

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oci-hpc

Terraform examples for deploying HPC clusters on OCI

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PrivateLink

Content and Labs on Azure Private Link

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colorlover

Color scales in Python for humans

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delta-examples

Delta Lake examples

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overwatch

Capture deep metrics on one or all assets within a Databricks workspace

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FedML

FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.

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mmpose

OpenMMLab Pose Estimation Toolbox and Benchmark.

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Data-science

Collection of useful data science topics along with articles, videos, and code

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effective-pandas

Source code for my collection of articles on using pandas.

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demos

Demo resources for DockerCon

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SexEst

Source code for the streamlit based web application SexEst. The application uses machine learning models to predict the Sex of unknown skeletons based on their cranial and postcranial measurements.

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datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

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pipelines-azureml

Example Azure Pipeline to train and deploy a machine learning model using the Azure Machine Learning service

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