neuronunit
Model validator
Tools and framework for validating computational models of neurons and ion channels against experimental data.
A package for data-driven validation of neuron and ion channel models using SciUnit
38 stars
9 watching
24 forks
Language: Jupyter Notebook
last commit: over 3 years ago
Linked from 1 awesome list
computational-neuroscienceneuroinformaticsneuron-modelneurosciencepythonunit-testing
asoplata/open-computational-neuroscience-resourcesRelated projects:
| Repository | Description | Stars |
|---|---|---|
| scidash/sciunit | A framework for test-driven validation of scientific models against data | 48 |
 tensorflow/data-validation | A library for exploring and validating machine learning data in TensorFlow | 766 |
 simonkohl/probabilistic_unet | Reimplementation of a neural network model for conditional segmentation of ambiguous images | 548 |
 nsagora/peppermint | A declarative data validation framework for Swift applications. | 48 |
 natverse/nat | An R package for visualizing and analyzing 3D biological image data | 64 |
 molcik/python-neuron | A Python library for implementing and training various neural network architectures | 40 |
 morphonets/snt | A software framework for semi-automated tracing and analysis of neuronal morphology in high-dimensional microscopy data | 43 |
 tusimple/neuron-selectivity-transfer | Re-implementation of knowledge distillation via neuron selectivity transfer for image classification tasks | 134 |
 krzemin/octopus | A Scala library that simplifies validation by providing a type-class and a DSL for defining rules without boilerplate code. | 149 |
 neurophysvis/spectravis | A web-based tool for visualizing and analyzing brain network dynamics over time and frequency. | 38 |
 neuromorphs/tonic | A tool to facilitate the download, manipulation and loading of event-based/spike-based data for neuromorphic systems. | 214 |
 catalystneuro/ndx-simulation-output | An extension for large-scale simulation data in neurophysiology research | 4 |
 nmtimme/neuroscience-information-theory-toolbox | A MATLAB toolbox for performing various information theory analyses on neuroscience data. | 70 |
 batfish/pybatfish | A tool for validating network device configurations and ensuring correctness in security, reliability, and compliance. | 215 |
 blackrockneurotech/npmk | A MATLAB-based toolkit for loading and processing data from Blackrock Microsystems' neuroscientific files. | 46 |