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added to api refs
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BalzaniEdoardo committed Nov 28, 2024
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Expand Up @@ -22,6 +22,10 @@ Classes for creating Generalized Linear Models (GLMs) for both single neurons an
The ``nemos.basis`` module
--------------------------
Provides basis function classes to construct and transform features for model inputs.
Basis can be grouped according to the mode of operation into basis that performs convolution and basis that operates
as non-linear maps.



.. currentmodule:: nemos.basis

Expand All @@ -31,9 +35,46 @@ Provides basis function classes to construct and transform features for model in
:nosignatures:

Basis
EvalOrthExponential

**Bases For Convolution:**

.. autosummary::
:toctree: generated/basis
:recursive:
:nosignatures:


ConvMSpline
ConvBSpline
ConvCyclicBSpline
ConvRaisedCosineLinear
ConvRaisedCosineLog
ConvOrthExponential

**Bases For Non-Linear Mapping:**

.. autosummary::
:toctree: generated/basis
:recursive:
:nosignatures:

EvalMSpline
EvalBSpline
EvalCyclicBSpline
EvalRaisedCosineLinear
EvalRaisedCosineLog
EvalOrthExponential

**Composite Bases:**

.. autosummary::
:toctree: generated/basis
:recursive:
:nosignatures:

AdditiveBasis
MultiplicativeBasis

.. _observation_models:
The ``nemos.observation_models`` module
--------------------------------------
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