catalyst

Code, Examples, and Resources for the Network Programmability Basics Video Course

This project has been archived and the repository will no longer be updated. Python SDK generated from YANG data models.

Catalyst Micro-kinetic Analysis Package for automated creation of micro-kinetic models used in catalyst screening

A machine learning environment for atomic-scale modeling in surface science and catalysis.

Final Year Project for Speech Separation

General purpose tools for high-throughput catalysis

PyTorch implementation of "Filter Response Normalization Layer: Eliminating Batch Dependence in the Training of Deep Neural Networks"

Distillation of BERT model with catalyst framework

Docker-based MCP server suite for AIOps - Cisco Meraki, Catalyst Center, IOS XE, ISE, ThousandEyes, Splunk & NetBox. AI-ready with LibreChat integration.

A framework for multi-task learning, where you may precondition tasks and compose them into bigger tasks. Conditional objectives and per-task evaluations and interpretations.

Sample python scripts for automation workflows for feature sets present in Catalyst Switching using openly available YANG data models

A Python Library for Energy Profile and Abstract Grid(2D/3D) plotting

Catalyst.Segmentation

An unofficial collection of precompiled WebP binaries for all of Apple's current platforms.

A program to automatically perform microkinetic modeling and generate microkinetic volcano plots for homogeneous catalysis reactions using energy data.

Leveraging the recent advances in machine learning and availability of public medical imaging datasets, we created a Free Online X-Ray Diagnostic Tool using deep learning that can determine the X-ray type and visualize the pathology.

Catalyst to Meraki migration tool and bot

Durable execution for AI agents in Python: make LangGraph, CrewAI, Pydantic AI, OpenAI Agents, Google ADK, Strands and more fault-tolerant with Dapr Workflows on Diagrid Catalyst. Crash-proof agents, no re-run LLM calls.

A Python-based ML algorithm for the Gibbs free enegy of various intermediates on single atom catalysts

Simple tool to locate Cisco IP/ARP and display results. Useful for small to medium datacenters (1-100 network devices)