model-evaluation

Customers in the telecom industry can choose from a variety of service providers and actively switch from one to the next. With the help of ML classification algorithms, we are going to predict the Churn.

python machine-learning numpy sklearn plotly cross-validation pandas classification feature-engineering model-evaluation classification-algorithm roc-auc gridsearchcv customer-churn-prediction customer-churn-analysis

UpdatedDec 29, 2021
Jupyter Notebook

metriculous-ml /metriculous

Star99

Measure and visualize machine learning model performance without the usual boilerplate.

python data-science machine-learning statistics deep-learning regression model-selection classification visual-analysis confusion-matrix roc-curve model-evaluation precision-recall-curve model-comparsion residual-plot

UpdatedSep 13, 2024
Python

ModelOriented /fairmodels

Star86

Flexible tool for bias detection, visualization, and mitigation

fairness model-evaluation explainable-ml fairness-ml explain-classifiers fairness-comparison

UpdatedOct 31, 2025
R

Lantianzz /Scorecard-Bundle

Star82

A High-level Scorecard Modeling API | 评分卡建模尽在于此

model-evaluation woe feature-discretization chimerge scorecard-bundle scorecared credit-scorecard

UpdatedOct 10, 2022
Python

IliaZenkov /sklearn-audio-classification

Star79

An in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, and cross-validation with a variety of ML techniques and MLP

audio machine-learning deep-neural-networks scikit-learn sklearn emotion classification audio-data feature-engineering deep-learning-tutorial model-evaluation emotion-detection emotion-recognition machine-learning-tutorials mlp-model ravdess-dataset dnns

UpdatedNov 5, 2020
Jupyter Notebook

PacktWorkshops /The-Deep-Learning-with-Keras-Workshop

Star51

An Interactive Approach to Understanding Deep Learning with Keras

machine-learning tensorflow scikit-learn keras cross-validation regression classification artificial-neural-networks logistic-regression regularization support-vector-machine vectors decision-trees hyperparameter-tuning model-evaluation magnetic-resonance-imaging k-means-clustering model-tuning scalars linear-transformation

UpdatedFeb 5, 2026
Jupyter Notebook

sanithps98 /Automobile-Dataset-Analysis

Star49

This project analyzes and visualizes the Used Car Prices from the Automobile dataset in order to predict the most probable car price

numpy linear-regression exploratory-data-analysis pandas data-visualization seaborn data-analysis matplotlib datawrangling polynomial-regression model-evaluation model-development multiple-linear-regression datascience-machinelearning

UpdatedJun 13, 2021
Jupyter Notebook

Striveworks /valor

Star40

Valor is a lightweight, numpy-based library designed for fast and seamless evaluation of machine learning models.

nlp computer-vision evaluation text-generation classification object-detection image-segmentation evaluation-metrics model-evaluation mlops llm-eva

UpdatedFeb 9, 2026
Python

roboflow /cvevals

Star37

Evaluate the performance of computer vision models and prompts for zero-shot models (Grounding DINO, CLIP, BLIP, DINOv2, ImageBind, models hosted on Roboflow)

computer-vision model-evaluation

UpdatedOct 18, 2023
Python

Zyjacya-In-love /Pedestrian-Detection-on-YOLOv3_Research-and-APP

Star36

🎓 2020 Undergraduate Graduation Project in Jiangnan University ALL codes including Data-convert, keras-Train, model-Evaluate and Web-App

flask detection data-convert model-evaluation yolov3 model-weights keras-train

UpdatedNov 22, 2022
Python

IBM /predict-fraud-using-auto-ai

Star33

Use AutoAI to detect fraud

machine-learning deep-learning pipeline artificial-intelligence fraud-prevention model-evaluation ibm-cloud artificial-intelligence-algorithms fraud-detection watson-api watson-studio autoai-experiment predictive-models fraud-prediction

UpdatedDec 9, 2022
Jupyter Notebook

AmirhosseinHonardoust /Fraud-Detection-SQL-Supervised

Star32

Detect and classify fraudulent transactions using SQL and Python. Generate behavioral features with SQLite, train a Logistic Regression model, and evaluate performance with AUC, precision, recall, and ROC analysis. A complete supervised fraud detection workflow.

python data-science machine-learning sql sqlite supervised-learning data-analysis logistic-regression roc-curve model-evaluation fraud-detection portfolio-project financial-analytics

UpdatedOct 21, 2025
Python

metno /pyaerocom

Star31

Python tools for climate and air quality model evaluation

aerosol air-quality climate-science earth-observation model-evaluation aerocom

UpdatedFeb 20, 2026
Python

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Pradnya1208 /Telecom-Customer-Churn-prediction