Index A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | Q | R | S | T | U | V | W | Z A Action (class in neuralset.events.etypes) AddConcatenationContext (class in neuralset.events.transforms.text) AddContextToWords (class in neuralset.events.transforms.text) AddPartOfSpeech (class in neuralset.events.transforms.text) AddPhonemes (class in neuralset.events.transforms.text) AddSentenceToWords (class in neuralset.events.transforms.text) AddSummary (class in neuralset.events.transforms.text) AggregatedExtractor (class in neuralset.extractors.meta) AlignEvents (class in neuralset.events.transforms.basic) Artifact (class in neuralset.events.etypes) as_one_batch() (neuralset.dataloader.SegmentDataset method) AssignKSplits (class in neuralset.events.transforms.splitting) AssignSentenceSplit (class in neuralset.events.transforms.splitting) AssignWordSplitAndContext (class in neuralset.events.transforms.splitting) Audio (class in neuralset.events.etypes) B Background (class in neuralset.events.etypes) BahdanauAttention (class in neuraltrain.models.common) BandstopFilterFFT (class in neuraltrain.augmentations.augmentations) BandstopFilterFFTConfig (class in neuraltrain.augmentations.augmentations) BaseBrainDecodeModel (class in neuraltrain.models.base) BaseDataEvent (class in neuralset.events.etypes) BaseDownload (class in neuralfetch.download) BaseExperiment (class in neuraltrain.utils) BaseExtractor (class in neuralset.extractors.base) BaseLoss (class in neuraltrain.losses.base) BaseLRScheduler (class in neuraltrain.optimizers.base) BaseMetric (class in neuraltrain.metrics.base) BaseModel (class in neuralset.base) BaseModelConfig (class in neuraltrain.models.base) BaseOptimizer (class in neuraltrain.optimizers.base) BaseSplittableEvent (class in neuralset.events.etypes) BaseStatic (class in neuralset.extractors.base) BaseText (class in neuralset.events.etypes) BaseTorchLoss (class in neuraltrain.losses.base) BaseTorchLRScheduler (class in neuraltrain.optimizers.base) BaseTorchMetric (class in neuraltrain.metrics.base) BaseTorchOptimizer (class in neuraltrain.optimizers.base) Batch (class in neuralset.dataloader) build() (neuralset.events.study.Study method) (neuraltrain.models.conv_transformer.ConvTransformer method) build_dataloader() (neuralset.dataloader.SegmentDataset method) C catalog() (neuralset.events.study.Study class method) CategoricalEvent (class in neuralset.events.etypes) Chain (class in neuralset.base) ChannelDropout (class in neuraltrain.models.common) ChannelMerger (class in neuraltrain.models.common) ChannelPositions (class in neuralset.extractors.neuro) ChannelsDropoutConfig (class in neuraltrain.augmentations.augmentations) chunk_events() (in module neuralset.events.transforms.utils) ChunkEvents (class in neuralset.events.transforms.chunking) ClipLoss (class in neuraltrain.losses.losses) collate_fn() (neuralset.dataloader.SegmentDataset method) ColorHistogram (class in neuralset.extractors.image) compute() (neuraltrain.metrics.metrics.GroupedMetric method) (neuraltrain.metrics.metrics.ImageSimilarity method) (neuraltrain.metrics.metrics.OnlinePearsonCorr method) (neuraltrain.metrics.metrics.Rank method) (neuraltrain.metrics.metrics.TopkAcc method) compute_clusters() (neuralset.events.transforms.splitting.SimilaritySplitter method) compute_study_info() (in module neuralfetch.utils) ConfigureEventLoader (class in neuralset.events.transforms.basic) Conformer (class in neuraltrain.models.conformer) ConstantPredictor (class in neuraltrain.models.constant_predictor) ConstantPredictorModel (class in neuraltrain.models.constant_predictor) convert_to_pydantic() (in module neuraltrain.utils) ConvTransformer (class in neuraltrain.models.conv_transformer) ConvTransformerModel (class in neuraltrain.models.conv_transformer) copy() (neuralset.segments.Segment method) CreateColumn (class in neuralset.events.transforms.basic) CroppedExtractor (class in neuralset.extractors.meta) CsvLoggerConfig (class in neuraltrain.utils) D Dandi (class in neuralfetch.download) data (neuralset.dataloader.Batch attribute) data_shape (neuralset.events.study.StudyInfo attribute) Datalad (class in neuralfetch.download) DeterministicSplitter (class in neuralset.events.transforms.utils) DiffusionPrior (class in neuraltrain.models.diffusion_prior) Donders (class in neuralfetch.download) Dryad (class in neuralfetch.download) E Eeg (class in neuralset.events.etypes) Eegdash (class in neuralfetch.download) EegExtractor (class in neuralset.extractors.neuro) Emg (class in neuralset.events.etypes) EmgExtractor (class in neuralset.extractors.neuro) EnsureTexts (class in neuralset.events.transforms.text) Event (class in neuralset.events.etypes) event_types_in_query (neuralset.events.study.StudyInfo attribute) EventDetector (class in neuralset.extractors.base) EventField (class in neuralset.extractors.base) events (neuralset.segments.Segment property) EventsTransform ExtractAudioFromVideo (class in neuralset.events.transforms.audio) Extractor ExtractorPCA (class in neuralset.extractors.meta) EyeState (class in neuralset.events.etypes) F Figshare (class in neuralfetch.download) Fmri (class in neuralset.events.etypes) fmri_spaces (neuralset.events.study.StudyInfo attribute) FmriExtractor (class in neuralset.extractors.neuro) FmriLinear (class in neuraltrain.models.fmri_mlp) FmriLinearModel (class in neuraltrain.models.fmri_mlp) FmriMlp (class in neuraltrain.models.fmri_mlp) FmriMlpModel (class in neuraltrain.models.fmri_mlp) Fnirs (class in neuralset.events.etypes) FnirsExtractor (class in neuralset.extractors.neuro) forward() (neuraltrain.augmentations.augmentations.BandstopFilterFFT method) (neuraltrain.augmentations.augmentations.TrivialBrainAugment method) (neuraltrain.losses.losses.ClipLoss method) (neuraltrain.losses.losses.MultiLoss method) (neuraltrain.losses.losses.SigLipLoss method) (neuraltrain.models.common.BahdanauAttention method) (neuraltrain.models.common.ChannelDropout method) (neuraltrain.models.common.LayerScale method) (neuraltrain.models.common.NormDenormScaler method) (neuraltrain.models.constant_predictor.ConstantPredictorModel method) (neuraltrain.models.conv_transformer.ConvTransformerModel method) (neuraltrain.models.fmri_mlp.FmriLinearModel method) (neuraltrain.models.fmri_mlp.FmriMlpModel method) (neuraltrain.models.freqbandnet.FreqBandNetModel method) (neuraltrain.models.linear.LinearModel method) (neuraltrain.models.preprocessor.OnTheFlyPreprocessorModel method) (neuraltrain.models.simpleconv.SimpleConvModel method) (neuraltrain.models.simpleconv.SimpleConvTimeAggModel method) (neuraltrain.models.simplerconv.SimplerConvModel method) FourierEmb (class in neuraltrain.models.common) FreqBandNet (class in neuraltrain.models.freqbandnet) FreqBandNetModel (class in neuraltrain.models.freqbandnet) Frequency (class in neuralset.base) frequency (neuralset.events.study.StudyInfo attribute) FrequencyShiftConfig (class in neuraltrain.augmentations.augmentations) from_dict() (neuralset.events.etypes.Event class method) from_pretrained_name (neuraltrain.models.base.BaseBrainDecodeModel attribute) G GaussianNoiseConfig (class in neuraltrain.augmentations.augmentations) get_probabilities() (neuraltrain.losses.losses.ClipLoss method) get_scores() (neuraltrain.losses.losses.ClipLoss method) (neuraltrain.losses.losses.SigLipLoss method) Green (class in neuraltrain.models.green) GroupedMetric (class in neuraltrain.metrics.metrics) H HOG (class in neuralset.extractors.image) HrfConvolve (class in neuralset.extractors.neuro) Huggingface (class in neuralfetch.download) HuggingFaceAudio (class in neuralset.extractors.audio) HuggingFaceImage (class in neuralset.extractors.image) HuggingFacePCA (class in neuralset.extractors.meta) HuggingFaceText (class in neuralset.extractors.text) HuggingFaceVideo (class in neuralset.extractors.video) I Ieeg (class in neuralset.events.etypes) IeegExtractor (class in neuralset.extractors.neuro) Image (class in neuralset.events.etypes) ImageSimilarity (class in neuraltrain.metrics.metrics) infra K Keystroke (class in neuralset.events.etypes) kwargs (neuraltrain.models.base.BaseBrainDecodeModel attribute) L LabelEncoder (class in neuralset.extractors.base) LayerScale (class in neuraltrain.models.common) LBP (class in neuralset.extractors.image) LightningOptimizer (class in neuraltrain.optimizers.base) Linear (class in neuraltrain.models.linear) LinearModel (class in neuraltrain.models.linear) load_all() (neuralset.dataloader.SegmentDataset method) M Meg (class in neuralset.events.etypes) MegExtractor (class in neuralset.extractors.neuro) MelSpectrum (class in neuralset.extractors.audio) Mlp (class in neuraltrain.models.common) MneRaw (class in neuralset.events.etypes) (class in neuralset.extractors.neuro) model_name (neuralset.extractors.audio.SeamlessM4T attribute) (neuralset.extractors.audio.Whisper attribute) MultiLoss (class in neuraltrain.losses.losses) N neuro_types() (neuralset.events.study.Study class method) NormDenormScaler (class in neuraltrain.models.common) ns_events (neuralset.segments.Segment property) NtLabram (class in neuraltrain.models.labram) NtLuna (class in neuraltrain.models.luna) NtReve (class in neuraltrain.models.reve) num_events_in_query (neuralset.events.study.StudyInfo attribute) num_subjects (neuralset.events.study.StudyInfo attribute) num_timelines (neuralset.events.study.StudyInfo attribute) O OnlinePearsonCorr (class in neuraltrain.metrics.metrics) OnTheFlyPreprocessor (class in neuraltrain.models.preprocessor) OnTheFlyPreprocessorModel (class in neuraltrain.models.preprocessor) Openneuro (class in neuralfetch.download) Osf (class in neuralfetch.download) overlap() (neuralset.base.TimedArray method) P Phoneme (class in neuralset.events.etypes) Physionet (class in neuralfetch.download) prepare Pulse (class in neuralset.extractors.base) Q query (neuralset.events.study.StudyInfo attribute) QueryEvents (class in neuralset.events.transforms.basic) R Rank (class in neuraltrain.metrics.metrics) read() (neuralset.events.etypes.BaseDataEvent method) read_mask() (neuralset.events.etypes.Fmri method) receptive_field (neuraltrain.models.simplerconv.SimplerConvModel property) RemoveMissing (class in neuralset.events.transforms.basic) reset() (neuraltrain.metrics.metrics.GroupedMetric method) (neuraltrain.metrics.metrics.OnlinePearsonCorr method) RFFT2D (class in neuralset.extractors.image) root_study_folder() (in module neuralfetch.utils) run_grid() (in module neuraltrain.utils) S SeamlessM4T (class in neuralset.extractors.audio) Segment (class in neuralset.segments) SegmentDataset (class in neuralset.dataloader) Segmenter (class in neuralset.dataloader) segments (neuralset.dataloader.Batch attribute) Seizure (class in neuralset.events.etypes) SelectIdx (class in neuralset.events.transforms.basic) Sentence (class in neuralset.events.etypes) SentenceTransformer (class in neuralset.extractors.text) SigLipLoss (class in neuraltrain.losses.losses) SimilaritySplitter (class in neuralset.events.transforms.splitting) SimpleConv (class in neuraltrain.models.simpleconv) SimpleConvModel (class in neuraltrain.models.simpleconv) SimpleConvTimeAgg (class in neuraltrain.models.simpleconv) SimpleConvTimeAggModel (class in neuraltrain.models.simpleconv) SimplerConv (class in neuraltrain.models.simplerconv) SimplerConvModel (class in neuraltrain.models.simplerconv) SklearnSplit (class in neuralset.events.transforms.splitting) SleepStage (class in neuralset.events.etypes) SmoothTimeMaskConfig (class in neuraltrain.augmentations.augmentations) SonarAudio (class in neuralset.extractors.audio) SonarEmbedding (class in neuralset.extractors.text) SpacyEmbedding (class in neuralset.extractors.text) SpecialLoader (class in neuralset.events.study) specs() (neuralset.events.study.SpecialLoader method) specs_json() (neuralset.events.study.SpecialLoader method) SpeechEnvelope (class in neuralset.extractors.audio) Spikes (class in neuralset.events.etypes) SpikesExtractor (class in neuralset.extractors.neuro) StandardScaler (class in neuraltrain.utils) Step (class in neuralset.base) Stimulus (class in neuralset.events.etypes) stop (neuralset.events.etypes.Event property) (neuralset.segments.Segment property) Study (class in neuralset.events.study) study_relative_path() (neuralset.events.etypes.BaseDataEvent method) study_summary() (neuralset.events.study.Study method) StudyInfo (class in neuralset.events.study) SubjectLayers (class in neuraltrain.models.common) Synapse (class in neuralfetch.download) T TemporalDownsampling (class in neuraltrain.models.common) Text (class in neuralset.events.etypes) TfidfEmbedding (class in neuralset.extractors.text) TimeAggregatedExtractor (class in neuralset.extractors.meta) TimedArray (class in neuralset.base) TimedIterator (class in neuraltrain.utils) Timeline to() (neuralset.dataloader.Batch method) to_dict() (neuralset.events.etypes.Event method) to_ind() (neuralset.base.Frequency method) to_sec() (neuralset.base.Frequency method) TopkAcc (class in neuraltrain.metrics.metrics) TopkAccFromScores (class in neuraltrain.metrics.metrics) ToStatic (class in neuralset.extractors.meta) TransformerEncoder (class in neuraltrain.models.transformer) Trigger trigger (neuralset.segments.Segment property) TrivialBrainAugment (class in neuraltrain.augmentations.augmentations) TrivialBrainAugmentConfig (class in neuraltrain.augmentations.augmentations) U update() (neuraltrain.metrics.metrics.GroupedMetric method) (neuraltrain.metrics.metrics.ImageSimilarity method) (neuraltrain.metrics.metrics.OnlinePearsonCorr method) (neuraltrain.metrics.metrics.Rank method) (neuraltrain.metrics.metrics.TopkAccFromScores method) update_source_info() (in module neuralfetch.utils) V Video (class in neuralset.events.etypes) W WandbInfra (class in neuraltrain.utils) WandbLoggerConfig (class in neuraltrain.utils) Wav2Vec (class in neuralset.extractors.audio) Wav2VecBert (class in neuralset.extractors.audio) Whisper (class in neuralset.extractors.audio) with_start() (neuralset.base.TimedArray method) Word (class in neuralset.events.etypes) WordFrequency (class in neuralset.extractors.text) WordLength (class in neuralset.extractors.text) Z Zenodo (class in neuralfetch.download)