tracyreuter

bootstrap-match-groups

Match two diagnostic groups via univariate bootstrap

customer-segmentation

Group fictional customers via clustering, using two sklearn algorithms (Birch and MiniBatchKMeans).

diagnosis-prediction

Predict a binary outcome (diagnosis) via support vector machine

dimensionality-reduction

Increase processing efficiency via principal components analysis

ICD10-codes-XML-parser

Parse a XML file of ICD10 codes

NLP-sentiment-analysis

Analyze sentiment from text

NLP-speech-to-text

Convert speech to text using HuggingFace, comparing Wav2Vec2 versus OpenAI Whisper

regression-hypothesis-testing

Test hypotheses for two diagnostic groups via regression

time-series-anomaly-detection

Detect anomalies in time series data via permutation

time-series-visualization

Visualize time series data mean and standard error

tracyreuter/bootstrap-match-groups

Match two diagnostic groups via univariate bootstrap

tracyreuter/customer-segmentation

Group fictional customers via clustering, using two sklearn algorithms (Birch and MiniBatchKMeans).

tracyreuter/diagnosis-prediction

Predict a binary outcome (diagnosis) via support vector machine

tracyreuter/dimensionality-reduction

Increase processing efficiency via principal components analysis

tracyreuter/ICD10-codes-XML-parser

Parse a XML file of ICD10 codes

tracyreuter/NLP-sentiment-analysis

Analyze sentiment from text

tracyreuter/NLP-speech-to-text

Convert speech to text using HuggingFace, comparing Wav2Vec2 versus OpenAI Whisper

tracyreuter/regression-hypothesis-testing

Test hypotheses for two diagnostic groups via regression

tracyreuter/time-series-anomaly-detection

Detect anomalies in time series data via permutation

tracyreuter/time-series-visualization

Visualize time series data mean and standard error

tracyreuter/time-series-forecasting

Forecast time series with >95% accuracy

tracyreuter/tracyreuter