Projects in Awesome Lists tagged with z-score
A curated list of projects in awesome lists tagged with z-score .
https://github.com/omidghadami95/geolife-outlierdetection-tmd
Outlier detection (z-score and IQR) and visualization on Geolife dataset for transport mode detection task
geolife geolife-dataset gis google-colab googlecolab gps iqr keras numpy outlier-detection outlier-detection-datasets pandas smartphone-sensors tensorflow tmd transport-mode-detection visualization z-score
Last synced: 03 Jan 2025
https://github.com/krzko/gcp-anomaly-detector
🔢 Anomaly detection service for Google Cloud Monitoring metrics, utilising statistical analysis to identify significant deviations in time-series data
anomaly anomaly-detection gcm gcp gcp-monitoring z-score
Last synced: 13 Apr 2025
https://github.com/deepmancer/timeseries-anomaly-detection
Analysis of Classical Machine Learning Algorithms for Anomaly Detection in Time Series Data
autoencoder isolation-forest local-outlier-factor machine-learning-algorithms python rolling-statistics scikit-learn scikitlearn-machine-learning step-by-step step-by-step-guide time-series time-series-anomaly-detection z-score
Last synced: 14 Mar 2025
https://github.com/guobinhit/archimedes
♨️ An outlier detection service applied to time series.
algorithm anomaly dbscan detection lof outlier time-series z-score
Last synced: 28 Feb 2025
https://github.com/moindalvs/assignment_2_set_2
Topics: Normal distribution, Functions of Random Variables
cdf confidence-intervals cumulative-distribution-function normal-distribution percentile random-variables scipy-stats stats survival-functions z-score
Last synced: 11 Mar 2025
https://github.com/diversen/zscore-probability
The following functions calculate probability from a z-score and z-score from a probability.
Last synced: 02 Apr 2025
https://github.com/moindalvs/assignment-basic-stats-level1
Assignment Basic Stats
bia binomial-distribution boxplot confidence-intervals datatypes descriptive-statistics inferential-statistics normal-distribution numpy pandas probability python3 scipy-stats statistics z-score
Last synced: 17 Feb 2025
https://github.com/ashot72/knn-tensorflowjs-spfx-extension
KNN (k-nearest neighbors machine learning algorithm) TensorFlow.js SharePoint Framework (SPFx) extension
classification-algorithm extension k-nearest-neighbours knn machine-learning machine-learning-algorithms mix-max normalization plot regression-models sharepoint sharepoint-online spfx standardization tensorflow z-score
Last synced: 20 Feb 2025
https://github.com/shwetapardhi/assignment-2-set4-q3--basic-statistic-level-2
Q3.Auditors at a small community bank randomly sample 100 withdrawal transactions made during the week at an ATM machine located near the bank’s main branch. Over the past 2 years, the average withdrawal amount has been $50 with a standard deviation of $40. Since audit investigations are typically expensive, the auditors decide to not initiate furt
cdf interval norm probability python scipy stats z-score
Last synced: 27 Mar 2025
https://github.com/noone03/outlier_remover
A outlier removal tool, removes outlier row-wise using z-score or InterQuartile Range method
iqr outlier-removal python3 z-score
Last synced: 27 Mar 2025
https://github.com/steviecurran/two-sample
The confidence interval for a two sample test.
ab-testing confidence-intervals hypothesis-testing normal-distribution sample-tests statistics students-t t-score z-score
Last synced: 04 Mar 2025
https://github.com/onome-joseph/anomaly-detection
Comprehensive anomaly detection algorithm designed to analyze and identify anomalies in computer internal features.
anomaly-detection-algorithm hardware-monitoring python z-score
Last synced: 06 Apr 2025
https://github.com/mohammad95labbaf/outlier-imbalanced-fraud-detection
The Credit Card Fraud Detection project uses statistical techniques and machine learning for identifying fraudulent transactions. It includes data preprocessing, outlier detection using Boxplots and Z-scores, and a decision tree model. Evaluation goes beyond accuracy, considering precision, recall, F1-score, and ROC AUC.
boxplot classification-model credit-card credit-card-fraud credit-card-fraud-detection decision-tree decision-tree-classifier fraud-detection imbalanced-classification imbalanced-data outlier-detection outlier-removal z-score
Last synced: 03 Mar 2025
https://github.com/shwetapardhi/assignment-2-set3-q5--basic-statistic-level-2
In January 2005, a company that monitors Internet traffic (WebSideStory) reported that its sampling revealed that the Mozilla Firefox browser launched in 2004 had grabbed a 4.6% share of the market. I. If the sample were based on 2,000 users, could Microsoft conclude that Mozilla has a less than 5% share of the market? II. WebSideStory claims that
hypothesis-testing norm probability python scipy stats z-score
Last synced: 27 Mar 2025
https://github.com/msikorski93/detecting-outliers-in-a-dataset
An example of improving data quality and identifying anomalies within a real-life dataset for master data management or data engineering.
elliptic-envelope interquartile-ranges isolation-forest outliers sql-server z-score
Last synced: 26 Feb 2025
https://github.com/jai0212/secure-auth-ai
An npm package for advanced sign-in security, including AI-based risk assessment, anomaly detection, real-time PostgreSQL database, automated user management and MFA. Compatible with React, Vue, and Angular
ai-security anomaly-detection authentication javascript mfa multi-factor-authentication npm-package postgresql python realtime-database user-management web-development z-score
Last synced: 21 Mar 2025
https://github.com/randogoth/lyagushka
The algorithm identifies clusters and gaps in integer datasets, calculates their Z-scores based on mean density and distance, and outputs the results as JSON.
attractors clustering clusters gaps statistical-analysis voids z-score
Last synced: 08 Apr 2025
https://github.com/khushi130404/outlier_exterminator
Outlier_Exterminator is a Python tool for detecting and treating outliers using IQR, Z-Score, and Percentile methods. It supports trimming, capping, and Winsorization, demonstrated in a Jupyter Notebook.
capping iqr machine-learning numpy percentile-method trimming winsorization z-score
Last synced: 01 Mar 2025
