Welcome to natMEEG’s documentation!
natMEEG is a Python package for the analysis of EEG and MEG data. It focuses on providing tools for preprocessing, visualization, and modelling of neurophysiological data in the context of naturalistic and continuous (single trial) stimuli presentation.
To get started
Contents
- IO module
- Classes
- Functions
pyeeg.io.eeglab2mnepyeeg.io.extract_duration_audiopyeeg.io.extract_duration_praatpyeeg.io.fieldtrip2mnepyeeg.io.get_sentence_positionpyeeg.io.get_word_onsetspyeeg.io.get_word_vectorspyeeg.io.load_close_valuespyeeg.io.load_depth_valuespyeeg.io.load_ica_matricespyeeg.io.load_matpyeeg.io.load_open_valuespyeeg.io.load_surprisal_valuespyeeg.io.load_wordfreq_values
- Preprocessing module
- Modelling
- Solvers module
- Simulation module
- Simulations utilities
- Classes
- Functions
pyeeg.simulate.simulate_arpyeeg.simulate.simulate_varpyeeg.simulate.simulate_var_from_covpyeeg.simulate.linear_couplingpyeeg.simulate.diffusive_couplingpyeeg.simulate.kuramoto_couplingpyeeg.simulate.dummy_trf_kernelpyeeg.simulate.simulate_smooth_inputpyeeg.simulate.simulate_pulse_inputspyeeg.simulate.simulate_trf_output
- Statistical Inference
- Connectivity module
- Multiway CCA module
- Features module
- Classes
pyeeg.features.SyntacticFeatureExtractorpyeeg.features.AlignmentHandlerpyeeg.features.TextGridParserpyeeg.features.FeaturePipelinepyeeg.features.FeatureReducerpyeeg.features.alignment.Intervalpyeeg.features.alignment.TextGridpyeeg.features.pipeline.FeatureSpecpyeeg.features.pipeline.PipelineConfigpyeeg.features.reduction.ReductionConfigpyeeg.features.syntactic_features.ParserConfig
- Classes
- Vizualisaton
- Functions
pyeeg.vizu.significance_overlaypyeeg.vizu.pairwise_boxplotspyeeg.vizu.plot_interactivepyeeg.vizu.topomappyeeg.vizu.get_spatial_colorspyeeg.vizu.colormap_maskedpyeeg.vizu.plot_trf_signipyeeg.vizu.plot_filterbankpyeeg.vizu.plot_filterbank_outputpyeeg.vizu.topoplot_arraypyeeg.vizu.plots_topogrid
- Functions
- Utilities
Other