aigamedev/scikit-neuralnetwork
Deep neural networks without the learning cliff! Classifiers and regressors compatible with scikit-learn. observed · 2026-08-28
Health v2 · maintenance only
10/100
- Activity 0
- Release rhythm 8
- Longevity 100
Flags: archived
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: 4174
- days_rel: n/a
- days_push: 2033
- n_releases_24m: 0
Adoption not part of the score
1204 stars · 216 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
A Python library providing deep neural network classifiers and regressors with a scikit-learn-compatible API, wrapping Lasagne and Theano. It supports MLPs, auto-encoders, convolutional layers, and common optimizers and regularization techniques.
Use cases
- train a neural network classifier with a scikit-learn-style API
- fit a multi-layer perceptron regressor in Python
- use convolutional layers without writing Theano code
- apply dropout and L2 regularization to a deep network
- run neural networks on numpy or pandas data
When to choose
- you want scikit-learn-compatible deep learning estimators
- you're already using Theano/Lasagne and want a friendlier interface
When to avoid
- you need modern frameworks like PyTorch or TensorFlow
- you need recurrent networks or recent GPU features
- you need actively maintained software
Facets
library · maturity maintenance
machine-learning deep-learning machine-learning deep-learning data-science python scikit-learn neural-networks lasagne theano wrapper
2 sources
- readme: https://github.com/aigamedev/scikit-neuralnetwork · fetched 2026-08-28 · 3b08168f038e
- registry_pypi: https://pypi.org/pypi/scikit-neuralnetwork/json · fetched 2026-08-29 · 2cd0abad9a4c
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| aigamedev/scikit-neuralnetwork | main | 10 |
For agents
markdown · JSON · MCP: product_card(name="aigamedev/scikit-neuralnetwork")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem