log-transformation

There are 0 repository under log-transformation topic.

adityashrm21 / Bike-Sharing-Demand-Kaggle
Top 5th percentile solution to the Kaggle knowledge problem - Bike Sharing Demand
kaggle kaggle-competition kaggle-scripts kaggle-dataset data-science datascience machine-learning random-forest bikesharing r feature-extraction feature-engineering decision-trees boxplots log-transformation
Language:R 31
Shahir-Abdullah / Digital-Image-Processing
Image processing codes written in python
image-processing bit-plane-slicing contrast-stretching histogram-equalization image-negative intensity-level-slicing log-transformation gamma-transformation low-pass-filter median-filtering averaging-filter laplacian gredient edge-detection
Language:Jupyter Notebook 18
sharmaroshan / Predicting_Money_Spent_at_Resort
It is From Analytics Vidhya Hackathons, Sponsored by Club Mahindra. It is based on Regression Problem, Where Accuracy matters the most, It is measured by RMSE Score. Different Techniques such as Stacking, Ensembling, Boosting and Scientific Operations such box-cox Operations to reduce skewness of the data.
machine regression stacking ensembling boosting scipy box-cox log-transformation robust-scaling lgboost xgboost lasso kernel-ridge elastic-net data-visualization seaborn palettes eda tutorial predictive-modeling
Language:Jupyter Notebook 7
susantabiswas / Digital-Image-Processing
Various things, operation related to digital Image Processing
digital-image-processing opencv3 opencv3-python image-processing laplace-transform cv2 segmentation dst dct median-filter salt-pepper-noise gaussian-filter log-transformation sobel
Language:Python 5
filterIt
itzmeanjan / filterIt
Image Processing Algorithms implemented from scratch with in-built concurrency support <3
image-filtering mean-filter median-filter mode-filter median-filtering java-image filtering pixel-transformation rotation log-transformation filter image-morphing segmentation otsu-thresholding otsu-algorithm
Language:Java 3
sanjumaramattam / Image-Enhancement
Image Enhancement( Unsharp masking, Histogram Equalisation)
image-processing unsharp-masking histogram-equalization point-operations gamma-correction log-transformation
Language:MATLAB 3
sanketmaneDS / Simple_Linear_Regression
This repository introduces reader to basic concepts of simple linear regression and its application.
linear-regression log-transformation ols-regression qq-plot
Language:Jupyter Notebook 3
abalmumcu / .pgm-file-read-manipulation-write
This repo includes; Image Negative, Logarithmic Transformation, Power-Law (Gamma) Transformation, Averaging Filter, Median Filter, Laplacian Filter, Sobel Gradiant, Histogram Equalization, DFT, Marr and Hildreth, Otsu Thresholding, Global thresholding
pgm-extension pgm dft laplacian histogram-equalization gamma-transformation log-transformation median-filter averaging-filter sobel-gradient image-negative marr-hildreth global-threshold otsu-threshold
Language:C++ 2
ntdoris / home-price-prediction
Modeling King County Home Prices via Multiple Linear Regression
log-transformation multiple-linear-regression-model onehot-encoding
Language:Jupyter Notebook 2
Pradnya1208 / Loan-approval-prediction
It is a classification Problem where we are supposed to predict whether a loan would be approved or not.
loan-approval-prediction classification-algorithm cross-validation hyperparameter-optimization gradient-boosting-classifier adaboost-classification logistic-regression-classifier random-forest log-transformation
Language:Jupyter Notebook 2
aneeshmurali-n / ML_Bangalore_House_Price_Analysis
This project focusing on statistical analysis to understand and prepare data for potential machine learning applications. The dataset house_price.csv includes property prices in Bangalore. The analysis aims to perform exploratory data analysis (EDA), detect and handle outliers, check data distribution and normality, and analyze correlations.
data-distribution data-transformation iqr-method matplotlib numpy outlier-detection pandas python scipy seaborn box-plot correlation exploratory-data-analysis heatmap histplot log-transformation outlier-handling percentile-method scatter-plot z-score-method
Language:Jupyter Notebook 1
karthikeyana / implementation-of-FTT-and-IET-in-DIP
implement the concepts of Fourier Transformation technique such One-Dimensional Fourier Transform, Two-Dimensional Fourier Transform and Image Enhancement technique such as Image Inverse, Power Law Transformation and Log Transformation.
fourier-transformation-technique log-transformation image-inverse python image-enhancement dip transformations
Language:Python 1
lovpatel93 / Udacity-Finding_Donors_for_Charity_ML
Udacity Data Scientist Nanodegree Project - Employ supervised algorithms to accurately model individuals income
supervised-learning-algorithms data-exploration data-visualization normalization log-transformation evaluation-metrics naive-predictor decison-trees ensemble-models adaboost svm-classifier svc-svm confusion-matrix model-tuning gridsearchcv feature-importance feature-selection
Language:Jupyter Notebook 1
MamiyaA / FeatureFinder
Jupyter notebook and "Streamlit" python scripts for identifying features that can predict employee turn over rates at 250 senior care centers across the US. Combines multiple repetition of Lasso regression and linear regression. Integrates U.S. census data, employee salary, and employee tenure with data on employee satisfaction and engagement to improve the prediction accuracy and stability of the model.
census-data exploratory-data-analysis lasso-regression linear-regression log-transformation preprocessing regression-analysis standardization
Language:Jupyter Notebook 1
mananpatel06 / Digital-Image-Processing
Image Processing Algorithms
digital-image-processing image-processing matlab ce375 depstar matlab-script image-thresholding log-transformation bit-plane-slicing contrast-stretching fourier-transform histogram-equalization image-restoration image-segmentation morphological-operations frequency-domain-filters neighbourhood-operations power-law-transformation filter cspit
1
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
Language:Jupyter Notebook 1
MoinDalvs / Learn_Simple_Linear_Regression
Learn about Simple Linear Regression for Data Science
simple-linear-regression prediction-model data-transformation data-science sklearn statsmodels ols-regression model-validation log-transformation box-cox-transformation correlation
Language:Jupyter Notebook 1
MoinDalvs / Simple_Linear_Regression_1
Predicting Delivery Time Using Sorting Time
sklearn sklearn-library ordinary-least-squares ols-regression prediction predictive-modeling simple-linear-regression pandas-dataframe pandas-library numpy matplotlib residuals rmse-score log-transformation data-transformation aic bic f-statistics likelihood
Language:Jupyter Notebook 1
MoinDalvs / Simple_Linear_regression_2
Building a prediction model for Salary hike using Years of Experience
simple-linear-regression scipy-stats ols-regression ordinary-least-squares sklearn-library data-transformation log-transformation prediction-model
Language:Jupyter Notebook 1
ShaikRiyazSandy / Simple-Linear-Regression
Simple Linear Regression
aic bic data-transformation f-statistics likelihood log-transformation matplotlib numpy ols-regression ordinary-least-squares pandas-dataframe pandas-library prediction predictive-modeling residuals rmse-score scipy-stats simple-linear-regression sklearn sklearn-library
Language:Jupyter Notebook 1
shanuhalli / Assignment-Logistic-Regression
Predicting Customer Response to Telemarketing Campaigns for Term Deposit. Output variable Whether the client has subscribed a term deposit or not.
auc-roc-curve data-preprocessing evaluation-metrics exploratory-data-analysis log-transformation logistic-regression machine-learning min-max-scaler regression assignment-06 sklearn-metrics
Language:Jupyter Notebook 1
shanuhalli / Assignment-Neural-Networks
Predict the Burned Area of Forest Fire with Neural Networks and Predicting Turbine Energy Yield (TEY) using Ambient Variables as Features.
confusion-matrix deep-learning feature-engineering feature-selection hyperparameter-tuning keras label-encoder log-transformation machine-learning neural-network optimizer outlier-detection roc-auc-curve sklearn-metrics standard-scaler tensorflow assignment-16
Language:Jupyter Notebook 1
shanuhalli / Assignment-Simple-Linear-Regression
Predict delivery time using sorting time and Build a prediction model for salary hike.
assignment-04 linear-regression machine-learning log-transformation ols-regression simple-linear-regression matlplotlib numpy pandas python seaborn statmodels
Language:Jupyter Notebook 1
AjmalSarwary / Preprocessing-for-Machine-Learning
Data prepration and preprocessing for predictive modeling with SAS and Python
agglomerative-clustering chisquare-test dendogram dimensionality-reduction divisive-hierarchical-clustering feature-engineering hierarchical-clustering latent-variable-models log-transformation machine-learning-algorithms missing-value-imputation one-hot-encoding optimization preprocessing principal-component-analysis-pca sas scikit-learn scipy
Language:Jupyter Notebook 0
DaGocodes / Financial-Data
Analysis of Skewness and Kurtosis in Stock Return data and their Transformations
adf-test autocorrelation box-cox-transformation kurtosis log-transformation partial-autocorrelation skewness stationarity
0
emrecanduran / RFM-Analysis-Wonderful-Wines-Of-The-World
In this project, I utilized the RFM Model on the WonderfulWines dataset. As a noteworthy enhancement, I employed a log transformation to achieve greater data symmetry, which ultimately resulted in more accurate outcomes.
log-transformation rfm-analysis
Language:Jupyter Notebook 0
SanvelKarthick / Digital-Image-Processing-Codes-
Digital Image Processing (Java)
digital-image-processing image-enhancement image-restoration discrete-wavelet-transformation histogram-equalization image-segmentation image-sharpening log-transformation huffman-compression-algorithm
Language:Java 0
AriyanMLZM / matlab-image-processing
🖼️ Image processing project with implementing different transforms using Matlab power.
fourier-transform histogram image-processing image-transformation log-transformation matlab contrast-enhancement thresholding-algorithm
Language:MATLAB
bencardoen / LogParadox.jl
Detects sufficient and necessary conditions for pattern inversion conditional on log transform
confounding hypothesis-testing julia log-transformation pattern-inversion
Language:Julia
Edanur-Y / Variable-Analysis-of-Banks-Ratio-Data
Testing variables for multicollinearity, multivariate normality and analyzing outliers and missing values. ⭕SPSS 🔵R
data-analysis log-transformation missing-values-analysis multicollinearity normality-test r spss
Fay-Balhareth / Lab-4
This lab focuses on image transformation techniques in OpenCV with Python. Tasks include creating mirror images using both Affine and Projective transformations, applying a Log Transformer for contrast adjustment, and implementing a Power-Law Transformer for gamma correction.
affine-transformation log-transformation power-law projective-transformations python
gaaniruddha / FIT5196-A3
This repository contains assignments #3 that was completed as a part of "FIT5196 Data Wrangling", taught at Monash Uni in S2 2020.
data-integration data-reshaping python box-cox-transformation data-normalization log-transformation min-max-normalization power-transform z-transform
Language:Jupyter Notebook
mehulr18 / Quantile-Regression-Review-and-Comparative-Analysis-using-R
In this project, we explore the properties of Quantile Regression and compare its results with Ordinary Least Squares regression, using Monte Carlo simulations. The paper highlights Quantile Regression's advantages in handling heteroscedastic data and outliers, and strategies to mitigate quantile crossing.
log-transformation ols-regression quantile-crossing quiantile-regression
Language:R
saikrishnabudi / Simple-Linear-Regression
Data Science - Simple Linear Regression Work
linear-regression log-transformation machine-learning matplotlib numpy ols-regression-model pandas python seaborn simple-linear-regression statsmodels
Language:Jupyter Notebook
sreyadhar / Spatial-Data-Analysis
Spatial Data Science
spatial regression-algorithms weights vectorspacemodel knn-model log-transformation machine-learning random-forest feature-engineering xgboost random-forest-classifier
Language:Jupyter Notebook
Towhid1 / Feature-Engineering-Basics
Feature engineering is the process of transforming raw data into features. Here are some basic ideas about feature engineering.
bag-of-words binning data-science feature-engineering log-transformation one-hot-encoding tf-idf
Language:Jupyter Notebook

log-transformation

adityashrm21 / Bike-Sharing-Demand-Kaggle

Shahir-Abdullah / Digital-Image-Processing

sharmaroshan / Predicting_Money_Spent_at_Resort

susantabiswas / Digital-Image-Processing

itzmeanjan / filterIt

sanjumaramattam / Image-Enhancement

sanketmaneDS / Simple_Linear_Regression

abalmumcu / .pgm-file-read-manipulation-write

ntdoris / home-price-prediction

Pradnya1208 / Loan-approval-prediction

aneeshmurali-n / ML_Bangalore_House_Price_Analysis

karthikeyana / implementation-of-FTT-and-IET-in-DIP

lovpatel93 / Udacity-Finding_Donors_for_Charity_ML

MamiyaA / FeatureFinder

mananpatel06 / Digital-Image-Processing

MoinDalvs / Learn_Feature_Engineering

MoinDalvs / Learn_Simple_Linear_Regression

MoinDalvs / Simple_Linear_Regression_1

MoinDalvs / Simple_Linear_regression_2

ShaikRiyazSandy / Simple-Linear-Regression

shanuhalli / Assignment-Logistic-Regression

shanuhalli / Assignment-Neural-Networks

shanuhalli / Assignment-Simple-Linear-Regression

AjmalSarwary / Preprocessing-for-Machine-Learning

DaGocodes / Financial-Data

emrecanduran / RFM-Analysis-Wonderful-Wines-Of-The-World

SanvelKarthick / Digital-Image-Processing-Codes-

AriyanMLZM / matlab-image-processing

bencardoen / LogParadox.jl

Edanur-Y / Variable-Analysis-of-Banks-Ratio-Data

Fay-Balhareth / Lab-4

gaaniruddha / FIT5196-A3

mehulr18 / Quantile-Regression-Review-and-Comparative-Analysis-using-R

saikrishnabudi / Simple-Linear-Regression

sreyadhar / Spatial-Data-Analysis

Towhid1 / Feature-Engineering-Basics