libemg
Introduction:
Introduction
Modules:
Data
Filtering
Feature Extraction
Feature Selection
Classification
Evaluation
Tools:
Screen Guided Training
Supported Hardware
Visualizations
API:
Data Handler
Filtering
Feature Extraction
Feature Selection
Classification
Offline Evaluation Metrics
Utils
Streamers
Screen Guided Training
Offline Examples:
Simple Offline Analysis
Exploring Features
Optimizing Feature Params
Deep Learning
Online Examples:
Continuous Control (Snake)
Cross Platform Control (Unity)
Proportional Control (Mouse Interface)
Mixed Reality (Hololens 2)
Online Evaluation (Iso Fitts)
libemg
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Index
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Index
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C
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D
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E
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F
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M
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P
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S
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V
A
active_threshold() (libemg.data_handler.OfflineDataHandler method)
add_deadband() (libemg.emg_predictor.EMGRegressor method)
analyze_hardware() (libemg.data_handler.OnlineDataHandler method)
analyze_predictor() (libemg.emg_predictor.OnlineStreamer method)
C
check_features() (libemg.feature_extractor.FeatureExtractor method)
ColumnFetch (class in libemg.data_handler)
D
delsys_api_streamer() (in module libemg.streamers)
delsys_streamer() (in module libemg.streamers)
download_gestures() (libemg.gui.GUI method)
E
emager_streamer() (in module libemg.streamers)
EMGRegressor (class in libemg.emg_predictor)
extract_common_metrics() (libemg.offline_metrics.OfflineMetrics method)
extract_feature_group() (libemg.feature_extractor.FeatureExtractor method)
extract_features() (libemg.feature_extractor.FeatureExtractor method)
extract_offline_metrics() (libemg.offline_metrics.OfflineMetrics method)
F
FeatureExtractor (class in libemg.feature_extractor)
FeatureSelector (class in libemg.feature_selector)
FilePackager (class in libemg.data_handler)
Filter (class in libemg.filtering)
filter() (libemg.filtering.Filter method)
G
get_AER() (libemg.offline_metrics.OfflineMetrics method)
get_available_metrics() (libemg.offline_metrics.OfflineMetrics method)
get_CA() (libemg.offline_metrics.OfflineMetrics method)
get_common_metrics() (libemg.offline_metrics.OfflineMetrics method)
get_CONF_MAT() (libemg.offline_metrics.OfflineMetrics method)
get_data() (libemg.data_handler.OfflineDataHandler method)
(libemg.data_handler.OnlineDataHandler method)
get_F1() (libemg.offline_metrics.OfflineMetrics method)
get_feature_groups() (libemg.feature_extractor.FeatureExtractor method)
get_feature_list() (libemg.feature_extractor.FeatureExtractor method)
get_frequency_domain() (libemg.filtering.Filter method)
get_INS() (libemg.offline_metrics.OfflineMetrics method)
get_MAE() (libemg.offline_metrics.OfflineMetrics method)
get_MAPE() (libemg.offline_metrics.OfflineMetrics method)
get_metrics() (libemg.feature_selector.FeatureSelector method)
get_MSE() (libemg.offline_metrics.OfflineMetrics method)
get_NRMSE() (libemg.offline_metrics.OfflineMetrics method)
get_PREC() (libemg.offline_metrics.OfflineMetrics method)
get_projection_list() (libemg.feature_extractor.FeatureExtractor method)
get_R2() (libemg.offline_metrics.OfflineMetrics method)
get_RECALL() (libemg.offline_metrics.OfflineMetrics method)
get_REJ_RATE() (libemg.offline_metrics.OfflineMetrics method)
get_RMSE() (libemg.offline_metrics.OfflineMetrics method)
get_windows() (in module libemg.utils)
getACTfeat() (libemg.feature_extractor.FeatureExtractor method)
getARfeat() (libemg.feature_extractor.FeatureExtractor method)
getCCfeat() (libemg.feature_extractor.FeatureExtractor method)
getCOMPfeat() (libemg.feature_extractor.FeatureExtractor method)
getCORfeat() (libemg.feature_extractor.FeatureExtractor method)
getDASDVfeat() (libemg.feature_extractor.FeatureExtractor method)
getDFTRfeat() (libemg.feature_extractor.FeatureExtractor method)
getFUZZYENfeat() (libemg.feature_extractor.FeatureExtractor method)
getIAVfeat() (libemg.feature_extractor.FeatureExtractor method)
getIRFfeat() (libemg.feature_extractor.FeatureExtractor method)
getISDfeat() (libemg.feature_extractor.FeatureExtractor method)
getKURTfeat() (libemg.feature_extractor.FeatureExtractor method)
getLDfeat() (libemg.feature_extractor.FeatureExtractor method)
getLSfeat() (libemg.feature_extractor.FeatureExtractor method)
getM0feat() (libemg.feature_extractor.FeatureExtractor method)
getM2feat() (libemg.feature_extractor.FeatureExtractor method)
getM4feat() (libemg.feature_extractor.FeatureExtractor method)
getMAVFDfeat() (libemg.feature_extractor.FeatureExtractor method)
getMAVfeat() (libemg.feature_extractor.FeatureExtractor method)
getMAVSLPfeat() (libemg.feature_extractor.FeatureExtractor method)
getMDFfeat() (libemg.feature_extractor.FeatureExtractor method)
getMDIFFfeat() (libemg.feature_extractor.FeatureExtractor method)
getMEANfeat() (libemg.feature_extractor.FeatureExtractor method)
getMFLfeat() (libemg.feature_extractor.FeatureExtractor method)
getMLKfeat() (libemg.feature_extractor.FeatureExtractor method)
getMNFfeat() (libemg.feature_extractor.FeatureExtractor method)
getMNPfeat() (libemg.feature_extractor.FeatureExtractor method)
getMOBfeat() (libemg.feature_extractor.FeatureExtractor method)
getMPKfeat() (libemg.feature_extractor.FeatureExtractor method)
getMSRfeat() (libemg.feature_extractor.FeatureExtractor method)
getMZPfeat() (libemg.feature_extractor.FeatureExtractor method)
getPAPfeat() (libemg.feature_extractor.FeatureExtractor method)
getRMSfeat() (libemg.feature_extractor.FeatureExtractor method)
getRMSPHASORfeat() (libemg.feature_extractor.FeatureExtractor method)
getSAMPENfeat() (libemg.feature_extractor.FeatureExtractor method)
getSKEWfeat() (libemg.feature_extractor.FeatureExtractor method)
getSMfeat() (libemg.feature_extractor.FeatureExtractor method)
getSPARSIfeat() (libemg.feature_extractor.FeatureExtractor method)
getSSCfeat() (libemg.feature_extractor.FeatureExtractor method)
getTMfeat() (libemg.feature_extractor.FeatureExtractor method)
getVARfeat() (libemg.feature_extractor.FeatureExtractor method)
getWAMPfeat() (libemg.feature_extractor.FeatureExtractor method)
getWENGfeat() (libemg.feature_extractor.FeatureExtractor method)
getWENTfeat() (libemg.feature_extractor.FeatureExtractor method)
getWLfeat() (libemg.feature_extractor.FeatureExtractor method)
getWLFfeat() (libemg.feature_extractor.FeatureExtractor method)
getWLPHASORfeat() (libemg.feature_extractor.FeatureExtractor method)
getWVfeat() (libemg.feature_extractor.FeatureExtractor method)
getWWLfeat() (libemg.feature_extractor.FeatureExtractor method)
getZCfeat() (libemg.feature_extractor.FeatureExtractor method)
GUI (class in libemg.gui)
I
install_common_filters() (libemg.filtering.Filter method)
install_filter() (libemg.data_handler.OnlineDataHandler method)
install_filters() (libemg.filtering.Filter method)
isolate_channels() (libemg.data_handler.OfflineDataHandler method)
isolate_data() (libemg.data_handler.OfflineDataHandler method)
L
libemg.data_handler
module
libemg.emg_predictor
module
libemg.feature_extractor
module
libemg.feature_selector
module
libemg.filtering
module
libemg.gui
module
libemg.offline_metrics
module
libemg.streamers
module
libemg.utils
module
log_to_file() (libemg.data_handler.OnlineDataHandler method)
M
make_regex() (in module libemg.utils)
MetadataFetcher (class in libemg.data_handler)
module
libemg.data_handler
libemg.emg_predictor
libemg.feature_extractor
libemg.feature_selector
libemg.filtering
libemg.gui
libemg.offline_metrics
libemg.streamers
libemg.utils
myo_streamer() (in module libemg.streamers)
O
OfflineDataHandler (class in libemg.data_handler)
OfflineMetrics (class in libemg.offline_metrics)
OnlineDataHandler (class in libemg.data_handler)
OnlineEMGClassifier (class in libemg.emg_predictor)
OnlineEMGRegressor (class in libemg.emg_predictor)
OnlineStreamer (class in libemg.emg_predictor)
oymotion_streamer() (in module libemg.streamers)
P
parse_windows() (libemg.data_handler.OfflineDataHandler method)
print() (libemg.feature_selector.FeatureSelector method)
R
reset() (libemg.data_handler.OnlineDataHandler method)
run() (libemg.emg_predictor.EMGRegressor method)
(libemg.emg_predictor.OnlineEMGClassifier method)
(libemg.emg_predictor.OnlineEMGRegressor method)
run_selection() (libemg.feature_selector.FeatureSelector method)
S
sifibridge_streamer() (in module libemg.streamers)
start_gui() (libemg.gui.GUI method)
stop_all() (libemg.data_handler.OnlineDataHandler method)
stop_running() (libemg.emg_predictor.OnlineEMGClassifier method)
(libemg.emg_predictor.OnlineEMGRegressor method)
V
visualize() (libemg.data_handler.OnlineDataHandler method)
(libemg.emg_predictor.EMGRegressor method)
(libemg.emg_predictor.OnlineEMGClassifier method)
(libemg.feature_extractor.FeatureExtractor method)
(libemg.offline_metrics.OfflineMetrics method)
visualize_all_distributions() (libemg.feature_extractor.FeatureExtractor method)
visualize_channels() (libemg.data_handler.OnlineDataHandler method)
visualize_conf_matrix() (libemg.offline_metrics.OfflineMetrics method)
visualize_effect() (libemg.filtering.Filter method)
visualize_feature_space() (libemg.feature_extractor.FeatureExtractor method)
visualize_filters() (libemg.filtering.Filter method)
visualize_heatmap() (libemg.data_handler.OnlineDataHandler method)
visualize_single_distributions() (libemg.feature_extractor.FeatureExtractor method)