ai-agent

Hyperspectral Autoencoders for Insights

Get accurate hyperspectral data analysis with hyperspectral-autoencoders, a tool for founders using Python for AI applications.
120 stars33 forksPythonGuide quality 8/10Updated 10/14/2019100% free · open source
What it does

Hyperspectral-autoencoders is a tool for training and using unsupervised autoencoders and supervised deep learning classifiers to analyze and classify hyperspectral data, allowing startup founders to extract valuable insights from complex spectral datasets.

When to use it
  • When you need to classify materials or objects based on their spectral signatures
  • When you want to reduce the dimensionality of large hyperspectral datasets while preserving important features
  • When you are working with remote sensing or satellite data and need to extract specific information from the spectral bands
Ready-to-paste prompt
python train_autoencoder.py --config config.json --dataset dataset.npy --epochs 100
Heads up: Make sure you have the correct version of tensorflow and numpy installed, as specified in the `requirements.txt` file, to avoid compatibility issues with the autoencoder and classifier models
Saves to your device
Use with Claude
New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install
Claude Code
mkdir -p ~/.claude/skills/hyperspectral-autoencoders && curl -fsSL https://workflowstacks.com/api/skills/hyperspectral-autoencoders/claude-skill -o ~/.claude/skills/hyperspectral-autoencoders/SKILL.md
Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)
claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions
Details
Creator
lloydwindrim
Language
Python
Category
ai-agent
Published
6/2/2019

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