PinnedMarkus StollinTowards Data ScienceVisualize your RAG Data — Evaluate your Retrieval-Augmented Generation System with RagasHow to use UMAP dimensionality reduction for Embeddings to show multiple evaluation Questions and their relationships to source documents…13 min read·Mar 3, 2024--10--10
Markus StollinITNEXTVisualize RAG Data with Renumics-RAG — A Q&A GUI with Interactive Data ExplorationA Q&A GUI with interactive Data Exploration using UMAP to show Questions, Answers and their Relationships to Source Documents in a…6 min read·Mar 27, 2024----
Markus StollinITNEXTVisualize your RAG Data — EDA for Retrieval-Augmented GenerationHow to use UMAP dimensionality reduction for Embeddings to show Questions, Answers and their relationships to source documents with…9 min read·Feb 8, 2024--4--4
Markus StollinITNEXT🔍 How to Explore and Visualize ML-Data for Object Detection in ImagesUse Ultralytics YOLOv8 detections and ViT embeddings to visualize and navigate the data in Renumics Spotlight 1.6.06 min read·Jan 2, 2024--5--5
Markus StollinITNEXTHow to build an interactive Hugging Face Space for an Image DatasetCreate an interactive visualization with a similarity map based on image embeddings of a foundation model5 min read·Dec 18, 2023----
Markus StollinITNEXTHacktoberfest Machine Learning Projects for JS/TS Developers 🎃A curated list of open-source machine learning GUI projects built with JavaScript and TypeScript5 min read·Oct 20, 2023--1--1
Markus StollinITNEXTFine-tuning image classification models from image search🏋️ Easily fine-tune a ViT with images from Bing search and visualize the results in 5 lines of code5 min read·Sep 21, 2023--6--6
Markus StollinITNEXTHow to navigate issues in your machine learning image dataInteractively explore results of Cleanlab with Renumics Spotlight7 min read·Aug 9, 2023--3--3
Markus StollinTowards AIHow I Created an Animation Of the Embeddings During Fine-TuningUsing Cleanlab, PCA, and Procrustes to visualize ViT fine-tuning on CIFAR-105 min read·Jul 18, 2023--6--6
Markus StollinITNEXTChanges of Embeddings during Fine-TuningBoth pre-fine-tuning and post-fine-tuning embeddings have their unique strengths and should be used in combination.10 min read·Jun 27, 2023--3--3
