Real time peak detection with z-score for Arduino
Minimal A/B Testing Library in PHP
Anomaly detection in synthetic transaction and sales data with Python. Generates realistic data, injects unusual events, and applies Isolation Forest, Local Outlier Factor, and Z-score methods to detect outliers. Produces anomaly reports and visualizations for portfolio-ready demonstration of data science skills.
Anthropometric z-score calculator
A collection of Python scripts demonstrating core statistical concepts like percentile analysis, Z-scores, modified Z-tests, and cosine similarity with real datasets and visualizations.
Identification of meritorious students in primary education
A Qt port of the peak detection algorithm demo from https://stackoverflow.com/a/22640362, with interactive parameters.
CNN autoencoder is trained on the MNIST numbers dataset for image reconstruction. Anomaly detection is carried out by calculating the Z-score. The framework used is Keras.
Android app testing reaction times during awake brain surgeries
An implementation of Monroe et al., 2008.
🔢 Anomaly detection service for Google Cloud Monitoring metrics, utilising statistical analysis to identify significant deviations in time-series data
Analysis of Classical Machine Learning Algorithms for Anomaly Detection in Time Series Data
Outlier detection (z-score and IQR) and visualization on Geolife dataset for transport mode detection task
Computational programs and algorithms used to convert information from biochemical experiments (DNA/RNA/Protein/DNA chip/NGS) into useful information and data.
This project uses statistical analysis to detect fraudulent credit card transactions by examining patterns and anomalies in a dataset of 10,000 transactions, calculating averages, medians, frequencies, and identifying outliers to distinguish between legitimate and fraudulent activities.
Retrieving, Processing, and Visualizing Data with Python
Use z-score analysis to find out anomalous behavior in the room by analyzing the condition of the light in your room.
Undergraduate Project - Statistical Outlier Detection Methods
Free WordPress Plugin: The Z-Score Calculator helps to get the z-score of a normal distribution, convert between z-score and probability, and get the probability between 2 z-scores. www.calculator.io/z-score-calculator/
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