Select points in embedded space to understand clusters better.
matplotlibml
Explore Fashion MNIST in higher dimensions with interactive parallel coordinate brushing.
widgetml
Convert hand-drawn sketches into SVGs using deep learning and Bézier curve fitting.
communitymlmatplotlib
A notebook that trains a tiny neural network with Andrej Karpathy's micrograd
ml
Nested Clusters with EVoC
Explore nested clusters in Fashion MNIST using EVoC with interactive parallel coordinates and treemap views.
mlwidget
Loss Landscape Visualization
Visualize neural network loss landscapes in 3D; inspired by Ziming Liu.
ml
Interactive simulation of federated learning with hospitals training local models and FedAvg aggregation.
mlanalysiscommunity
Demo showing GliNER v2 for zero-shot entity extraction, runnable as webapp, API, or CLI.
ml
Sklearn Classification Workbook
Bootstrap scikit-learn classification models with automatic preprocessing and cross-validation.
mlanalysis
Visualize molecular chemical space using t-SNE and HDBSCAN clustering.
mlstemcommunity
Explore Butina clusters of aligned chemical structures with an interactive cluster viewer.
mlstemcommunity
Interactive Bayesian linear regression showing how posterior distributions evolve as data points are added.
mathmlcommunity
Curating Data with Hugging Face and dltHub
Load, validate, filter, and publish ML datasets using dlt pipelines with Hugging Face and LanceDB.
mlcommunity
Upload a photo and visualize relative depth as a colorized map and interactive 3D point cloud.
mlwidget
Explore Monte Carlo Tree Search step by step and play Connect 4 against an MCTS-powered bot.
algorithmmlcommunity
Explore tree-based ML ensembles as an interactive 2.5D isometric forest — trace predictions, drill into trees, sort by purity.
widgetmlcommunity
Predict the Image, Not the Noise
An interactive explainer of 'Back to Basics: Let Denoising Generative Models Denoise', showing diffusion models can predict clean images directly since natural images live on a low-dimensional manifold.
mlresearchwidgetcommunity
Train a tiny next-character predictor and watch a 2D embedding form for each letter.
matplotlibmlwidget
