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1. Permutation Feature Importance from Scratch

   This article explains permutation feature importance (PFI), a popular method for understanding feature importance in explainable AI. The author walks through calculating PFI from scratch using Python and XGBoost, discussing the rationale behind the method and its limitations.

   2024-04-25 Tags: permutation, feature importance, pfi, explainable ai, xgboost, python, machine learning by klotz
2. Demystifying Matplotlib

   There’s a reason you’re confused

   2023-11-03 Tags: matplotlib, machine learning, statistics, pandas, python, model, towardsdatascience by klotz
3. Machine Learning Fundamentals Handbook – Key Concepts, Algorithms, and Python Code Examples

   2023-10-26 Tags: machine learning, gofml, introduction, python by klotz
4. salesforce/PyRCA: PyRCA: A Python Machine Learning Library for Root Cause Analysis

   2023-08-07 Tags: python, machine learning, salesforce, githyb, foss, root cause analysis, auto-rca by klotz
5. scikit-llm/skllm/prompts/templates.py at main · iryna-kondr/scikit-llm

   2023-07-18 Tags: scikit-llm, sklearn, llm, prompt, prompt engineering, classification, python, iryna-kondr by klotz
6. Meet PyRCA: An Open-Source Python Machine Learning Library Designed for Root Cause Analysis (RCA) in AIOps - MarkTechPost

   2023-06-27 Tags: python, machine learning, salesforce, githyb, foss, root cause analysis by klotz
7. LLM vector search

   2023-06-23 Tags: llm, vector, search, embedding, python by klotz
8. How to Host a Large Language Model Locally | HackerNoon

   2023-06-07 Tags: hackernoon, llm, tensorflow by klotz
9. GitHub - Lightning-AI/lightning: Deep learning framework to train, deploy, and ship AI products Lightning fast.

   2023-04-14 Tags: pytorch, lightning, machine learning, python by klotz
10. Yolo v8

    2023-03-08 Tags: yolo, v8, python, machine learning, classification, vision, object recognition by klotz

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