Python

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Scientific Visualization: Python + Matplotlib

The Python scientific visualisation landscape is huge. It is composed of a myriad of tools, ranging from the most versatile and widely used down to the more specialised and confidential. Some of these tools are community based while others are developed by companies. Some are made specifically for the web, others are for the desktop

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Mistral AI Ships Devstral 2 Coding Models And Mistral Vibe CLI For Agentic, Terminal Native Development

Mistral AI has introduced Devstral 2, a next generation coding model family for software engineering agents, together with Mistral Vibe CLI, an open source command line coding assistant that runs inside the terminal or IDEs that support the Agent Communication Protocol. https://mistral.ai/news/devstral-2-vibe-cli Devstral 2 and Devstral Small 2, model sizes, context and benchmarks Devstral 2

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Google LiteRT NeuroPilot Stack Turns MediaTek Dimensity NPUs into First Class Targets for on Device LLMs

The new LiteRT NeuroPilot Accelerator from Google and MediaTek is a concrete step toward running real generative models on phones, laptops, and IoT hardware without shipping every request to a data center. It takes the existing LiteRT runtime and wires it directly into MediaTek’s NeuroPilot NPU stack, so developers can deploy LLMs and embedding models

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Exporting and Visualizing VMware Reports with PowerCLI and Python

Learning Objectives By the end of this article, you will: Automate export of VMware inventory and reports to CSV/Excel using PowerCLI. Use Python to parse, filter, and visualize VMware report data. Build a basic VM inventory dashboard in Python. Understand workflow visualization with an diagram. My Personal Repository on GitHub VMware Repository on GitHub Prerequisites

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Handling Errors and Adding Logging for VMware Automation (PowerCLI & Python)

Learning Objectives By the end of this article, you will: Implement error handling in both PowerCLI and Python scripts. Add log file creation for task auditing and troubleshooting. Integrate VMware automation scripts with Aria for Logs. Visualize end-to-end logging with an diagram. My Personal Repository on GitHub VMware Repository on GitHub Prerequisites Completed Articles 1–5.

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Scheduling, Automating, and Best Practices for VMware Scripting

Learning Objectives By the end of this article, you will: Schedule PowerCLI and Python scripts for recurring automation. Use Windows Task Scheduler to run scripts without manual intervention. Apply best practices for reliability, security, and maintainability in VMware automation. My Personal Repository on GitHub VMware Repository on GitHub Prerequisites Completed Articles 1–6. PowerCLI, Python, and

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Advanced Automation with PowerCLI, Python, NSX, and Aria Operations

Learning Objectives By the end of this article, you will: Automate advanced vSphere tasks involving NSX and Aria Operations. Use PowerCLI to manage NSX logical switches, firewall rules, and Aria Operations alerts. Integrate Python for orchestration, scheduling, and reporting of complex workflows. Visualize complex automation with an diagram. My Personal Repository on GitHub VMware Repository

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Integrating PowerCLI with External APIs and Tools

Learning Objectives By the end of this article, you will: Use PowerCLI and Python to send data to and receive data from external REST APIs. Automate notifications and ticket creation with VMware scripting. Build workflows that bridge VMware and IT service management tools. Visualize multi-tool integration with an diagram. My Personal Repository on GitHub VMware

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