Documentation
TNLearn: Task-based Neurons for learning
Motivation
Features
Overview
Benchmarks
Resource
Dependences
Install
Quick start
API documentation
Citation
The Team
License
What’s Next?
Introduction and Guidelines
Why Task-based Neurons?
What Are Task-based Neurons?
1. Vectorized Symbolic Regression
2. Parameterization
When to use Task-based Neurons?
What’s Next?
Reference
Get Started
Packages Required
Basic Install by pip
Build Shared Libraries from Source
What’s Next
API Reference
tnlearn.VecSymRegressor
tnlearn.MLPClassifier
tnlearn.MLPRegressor
tnlearn.LLMSymRegressor
tnlearn.RLRegressor
tnlearn.modules – Task‑based Neural Modules
TNLinear
TNConv1d
TNConv2d
TNConv3d
TNConvTranspose1d
TNConvTranspose2d
TNConvTranspose3d
TNRNN
TNLSTM
TNGRU
TNRNNCell
TNLSTMCell
TNGRUCell
TNTransformer
TNTransformerEncoder
TNTransformerDecoder
TNTransformerEncoderLayer
TNTransformerDecoderLayer
Common Notes
Tnlearn
Index
Index