simple-imputer
There are 13 repositories under simple-imputer topic.
jeremy191/clustering-based-anomaly-detection
This clustering based anomaly detection project implements unsupervised clustering algorithms on the NSL-KDD and IDS 2017 datasets
SINGHxTUSHAR/Sensor-Fault-Detection
Data fetched by wafers is to be passed through the machine learning pipeline and it is to be determined whether the wafer at hand is faulty or not apparently obliterating the need and thus cost of hiring manual labour.
TheMrityunjayPathak/Feature-Engineering
Feature Engineering with Python
ayushsaksena30/Cosmic-Classifier
This notebook implements a structured machine learning pipeline to classify cosmic data using the CatBoost Classifier, known for its efficiency with categorical features and minimal preprocessing requirements.
Diksha-Bisht/Pollution_Analysis
This is a beginner-level Data Science project carried out in the MCA I Semester, as a Data Visualization Project on topic Pollution Analysis in Indian States and Global Cities.
MAHMOUD2ABDALLAH/family-members-segmentation
Machine learning Classification for Family Determination for various generations by their age, height, weight, etc...
shimolina-polina/processing-of-data
Processing of data gaps, coding of categorical features, data scaling.
jodiambra/State-Farm
Showcasing data science skills for a dataset provided by State Farm for a coding interview.
maheera421/Car-Price-Prediction-Model
A machine learning project that predicts car prices based on a dataset.
megamillions/Housing-Prices-Competition
Build a model with machine learning to predict housing prices in Ames, Iowa. Top 11% in the Kaggle Housing Prices Competition.
nf-i/data-imputation-python
Data imputation is used when there are missing values in a dataset. It helps fill in these gaps with estimated values, enabling analysis and modeling. Imputation is crucial for maintaining dataset integrity and ensuring accurate insights from incomplete data.
LorenzoRottigni/ML-missing-values
Machine Learning course of Piero Savastano 5: ColumnTransformer, SimpleImputer, numpy