Machine Learning / Digital Signal Processing

• Overview
• Sensor Transforms
  • tr_absolute_average()
  • tr_average()
  • tr_magnitude()
• Sensor Filters
  • st_moving_average()
  • streaming_downsample_by_averaging()
  • streaming_downsample_by_decimation()
  • tr_high_pass_filter()
• Segmenters
  • tr_windowing()
  • windowing_threshold()
  • max_min_threshold()
  • general_threshold()
  • double_peak_key_segmenter()
  • peak_to_peak_segmenter_with_thresholding()
• Augmentation
  • add_convolve()
  • add_drift()
  • add_dropout()
  • add_noise()
  • add_pool()
  • add_quantize()
  • add_reverse()
  • add_timewarp()
• Segment Transforms
  • tr_segment_offset_factor()
  • tr_segment_pre_emphasis_filter()
  • tr_segment_scale_factor()
  • tr_segment_strip()
  • tr_segment_vertical_scale()
• Segment Filters
  • sg_filter_energy_threshold()
  • sg_filter_mse()
  • sg_filter_threshold()
• Feature Generators
  • Statistical
  • Histogram
  • Sampling
  • Rate of Change
  • Frequency
  • Shape
  • Time
  • Area
  • Energy
  • Physical
  • Sensor Fusion
• Feature Transforms
  • min_max_scale()
  • normalize()
  • quantize_254()
• Feature Selectors
  • correlation_select_remove_most_corr_first()
  • custom_feature_selection()
  • custom_feature_selection_by_index()
  • feature_selector_by_family()
  • information_gain()
  • rfe_select()
  • tree_select()
  • ttest_select()
  • univariate_select()
  • vt_select()
• Training Algorithms
  • cluster_learn()
  • load_model_pme()
  • load_model_tensorflow_micro()
  • neuron_optimize()
  • train_bonsai()
  • train_fully_connected_neural_network()
  • train_gradient_boosting()
  • train_n_prune()
  • train_random_forest()
  • vanilla_burlington()
• Validation Methods
• Classifiers
• Samplers
• SensiML Cloud Release Notes
  • Current Release
  • Past Releases