rasmusbergpalm/DeepLearnToolbox
Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started. observed · 2026-08-28
Health v2 · maintenance only
32/100
- Activity 0
- Release rhythm 35
- Longevity 100
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 5424
- days_rel: n/a
- days_push: 2881
- n_releases_24m: 0
Adoption not part of the score
3867 stars · 2254 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
A Matlab/Octave toolbox implementing classic deep learning models including Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders, and vanilla feedforward neural networks. It is explicitly deprecated and no longer maintained, with the author recommending modern frameworks like TensorFlow instead.
Use cases
- train a deep belief network in matlab
- implement a convolutional neural network in octave
- learn how stacked autoencoders work with example code
- visualize RBM weights on MNIST
- study classic deep learning algorithm implementations
- initialize a neural network from DBN pretraining
When to choose
- you must work in Matlab/Octave and need simple reference implementations of DBNs, autoencoders, or CNNs
- you are studying or teaching how classic deep learning algorithms are implemented from scratch
When to avoid
- you want to build or deploy real deep learning models - use TensorFlow, PyTorch, or similar maintained frameworks
- you need GPU acceleration, modern architectures, or ongoing support
Facets
library · maturity abandoned
machine-learning deep-learning machine-learning deep-learning matlab octave neural-networks deprecated dbn autoencoder cnn
1 source
- readme: https://github.com/rasmusbergpalm/DeepLearnToolbox · fetched 2026-08-28 · 032bfeca77b1
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| rasmusbergpalm/DeepLearnToolbox | main | 32 |
For agents
markdown · JSON · MCP: product_card(name="rasmusbergpalm/DeepLearnToolbox")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem