Projects in Awesome Lists tagged with label-encoding

https://github.com/imharshag/nids-using-ml

This project showcases a Network Intrusion Detection System (NIDS) designed to bolster cybersecurity defenses against evolving threats

datamining ensemble-learning gaussian-naive-bayes knn label-encoding matplotlib network-intrusion-detection nsl-kdd one-hot-encoding principal-component-analysis python random-forest recursive-feature-elimination sklearn svm voting-classifier xgboost

Last synced: 23 Apr 2025

https://github.com/moindalvs/learn_feature_engineering

Data Set: House Prices: Advanced Regression Techniques Feature Engineering with 80+ Features

data-science data-transformation handling-missing-value label-encoding log-transformation minmaxscaling missing-values

Last synced: 16 Oct 2025

https://github.com/jigyasag18/iit-guhawati

Empower Sakhi is a data-driven platform that uses machine learning to identify women at risk of domestic violence in India. It offers confidential self-assessments, survivor stories, and emergency resources through a trauma-informed, privacy-focused web app. The project also provides NGOs with actionable insights via Power BI dashboard for support.

aiml data dataset datavisualization domestic-violence eda jupyter-notebook label-encoding machine-learning machine-learning-algorithms machine-learning-models machinelearning machinelearningprojects powerbi python python-app random-forest random-forest-classifier streamlit streamlit-webapp

Last synced: 28 Jun 2025

https://github.com/rubyyy1118/machine_learning_optimization_study

The Learning From Data - Assignment in my MSc Business Analytics course

data-classification data-cleaning data-science data-visualization hyperparameter-tuning label-encoding neural-network python support-vector-machine tensorflow

Last synced: 29 Jun 2025

https://github.com/saifalibaig/multi-label-emotion-recognition

This project focuses on detecting multiple emotions from English text using a fine-tuned **BERT** model. It leverages the [GoEmotions](https://huggingface.co/datasets/go_emotions) dataset — a large-scale human-annotated dataset of Reddit comments labeled with 27 emotions + neutral.

artificial-intelligence bert-model feature-engineering huggingface jupyter-notebook label-encoding machine-learning-algorithms preprocessing python3 sigmoid-function transformation

Last synced: 15 Apr 2025

https://github.com/aneeshmurali-n/project-ml-data-preprocessing

The main objective of this project is to design and implement a robust data preprocessing system that addresses common challenges such as missing values, outliers, inconsistent formatting, and noise. By performing effective data preprocessing, the project aims to enhance the quality, reliability, and usefulness of the data for machine learning.

data-analysis data-cleaning data-encoding data-exploration feature-scaling label-encoding matplotlib minmaxscaler numpy one-hot-encoding outlier-detection pandas standardscaler

Last synced: 20 Nov 2025

https://github.com/sunnyrao07/water-quality-analysis

A machine learning project that predicts water potability based on chemical and physical attributes, using models like Logistic Regression, Random Forest, and XGBoost.

data-cleaning label-encoding logistic-regression matplotlib model-evaluation numpy pandas pyhton random-forest sckiit-learn seaborn smote standard-scaler xgboost

Last synced: 16 Apr 2025

https://github.com/kumpatlapavankumar/medical-insurance-cost-estimation-using-machine-learning

Using python,numpy,pandas,seaborn,matplotlib and machine learning techniques

accuracy-score data-science data-visualization decision-trees exploratory-data-analysis gradient-boosting-classifier label-encoding linear-regression machine-learning matplotlib model-selection-and-evaluation numpy pandas prediction preprocessing python random-forest train-test-split xgboost-regression

Last synced: 23 Jun 2025

https://github.com/lkethridge/supervised_learning

Supervised Learning project from TripleTen

class-imbalance-handling confusion-matrix data-upload downsampling f1-score feature-prep feature-scaling fpr imbalanced-classification label-encoding one-hot-encoding ordinal-encoding pr-curve precision recall regression-metrics roc-curve supervised-learning tpr upsampling

Last synced: 28 Mar 2025

https://github.com/csengupta1101/data-is-good-exam---september

This Repository Consists the exam Problems and solutions conducted on September - 2021

central-limit-theorem data-is-good exam feature-scaling github label-encoding missing-value one-hot-encoding outliers python statistics

Last synced: 09 Oct 2025

https://github.com/jaspreetsingh-exe/vehicle-price-prediction

Vehicle Price Prediction is a machine learning project that estimates vehicle prices using features like make, model, year, mileage, and more. It employs multiple regression models, including Linear Regression, Random Forest, Gradient Boosting, CatBoost, and Stacking Regressor, with GridSearchCV for tuning.

catboost data-preprocessing exploratory-data-analysis gradient-boosting label-encoding linear-regression machine-learning price-prediction python random-forest regression regression-models stackingregressor standard-scaler

Last synced: 17 Oct 2025

https://github.com/abinashsahoo007/project-resume-classification

The document classification solution should significantly reduce the manual human effort in the HRM. It should achieve a higher level of accuracy and automation with minimal human intervention.

corpus count-vectorizer label-encoding lemmitization machine-learning nltk part-of-speech-tagging resume-classification spacy stemming text-mining text-preprocessing textract tfidf-vectorizer tokenization wordcloud