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regularized-logistic-regression

Here are 15 public repositories matching this topic...

AmishaSomaiya / Machine-Learning

Machine Learning Code Implementations in Python

numpy rbf-kernel pytorch neural-networks mnist-classification representation-learning principal-component-analysis kmeans-clustering lasso-regression central-limit-theorem kmeans-clustering-algorithm kernel-ridge-regression polynomial-kernel self-supervised-learning regularized-logistic-regression coordinate-descent-algorithm native-python simclr lloyds-algorithm vision-representations

Updated May 9, 2024
Python

FarzamTP / Logistic-Regression

In this project I tried to implement logistic regression and regularized logistic regression by my own and compare performance to sklearn model.

machine-learning logistic-regression regularized-logistic-regression

Updated Oct 17, 2019
Python

AashutoshSINHA / Predictive-Analysis-Using-Social-Profile-in-Online-P2P-Lending

Online peer-to-peer (P2P) lending markets enable individual consumers to borrow from, and lend money to, one another directly. We study the borrower-, loan- and group- related determinants of performance predictability in an online P2P lending market by conceptualizing financial and social strength to predict borrower rate and whether the loan w…

machine-learning data-mining exploratory-data-analysis machine-learning-algorithms accuracy logistic-regression confusion-matrix decision-trees feature-engineering naive-bayes-algorithm dataanalysis regularized-logistic-regression data-clea machinelearningmodel

Updated Nov 29, 2022
Jupyter Notebook

vrn25 / Machine-Learning-Coursera

Solutions to Coursera's Intro to Machine Learning course in python

machine-learning numpy machine-learning-algorithms neural-networks matplotlib data-compression python-3 backpropagation-learning-algorithm jupyter-notebooks support-vector-machines recommender-systems regularized-linear-regression gradient-descent-algorithm k-means-clustering pca-implementation regularized-logistic-regression machine-learning-design anomaly-detection-algorithm feature-normalization machine-learning-curves

Updated Aug 4, 2019
Jupyter Notebook

MauroCE / LogisticRegression

Base R Implementation of Logistic Regression from Scratch with Regularization, Laplace Approximation and more

s3 logistic-regression regularization gradient-ascent logistic-regression-algorithm newton-method logistic-regression-models base-r regularized-logistic-regression laplace-approximation logistic-regression-scratch logistic-regression-classifier bayesian-logistic-regression

Updated Jan 13, 2020
R

bmarroc / machine-learning

Jupyter notebooks implementing Machine Learning algorithms in Scikit-learn and Python

linear-regression logistic-regression recommender-system support-vector-machine principal-component-analysis kmeans-clustering regularized-linear-regression anomaly-detection regularized-logistic-regression

Updated Aug 21, 2021
Jupyter Notebook

YogiOnBioinformatics / Multi-Epigenomics-ElasticNet-Ordinal-Regression

Ordinal Logistic Regression with ElasticNet Regularization using Multi-Assay Epigenomics Data from CHDI NeuroLINCS Consortium.

bioinformatics regression computational-biology elasticnet ordinal-regression epigenomics regularized-logistic-regression

Updated May 13, 2022
Jupyter Notebook

lokk798 / House-Prices-Regression

House prices prediction using various regression models.

regression-models regression-analysis regularized-logistic-regression lasso-regularization

Updated Aug 27, 2024
Jupyter Notebook

AyazDyshin / Machine-Learning-Project

Machine learning project on a given dataset, the goal was to compare several classification models and pick the best one for the given dataset

machine-learning random-forest decision-trees r-programming regularized-logistic-regression

Updated Sep 26, 2022
R

vargovema / ccf_classification

Credit card fraud detection

linear-regression credit-card-fraud logistic-regression regularized-logistic-regression undersampling-technique

Updated Aug 7, 2022
R

UtkarshAgrawalDTU / Regularised-Logistic-Regression-Algo

Implementation of Regularised Logistic Regression Algorithm (Binary Classification only)

machine-learning logistic-regression gradient-descent binary-classification regularized-logistic-regression

Updated Aug 6, 2019
Python

JuzerShakir / Logistic_Regression

A Mathematical Intuition behind Logistic Regression Algorithm

machine-learning algorithm probability logistic-regression gradient-descent hypothesis bias-variance multiclass-classification logarithmic-regression cost-function logarithms sigmoid-function overfitting logistic-function regularized-logistic-regression

Updated Nov 4, 2021

bumblebee26 / Machine-Learning-Coursera

This are my solutions to the course Machine Learning from Coursera by Prof. Andrew Ng

machine-learning algorithms linear-regression coursera octave logistic-regression svm-classifier regularized-linear-regression regularized-logistic-regression

Updated Sep 11, 2019
MATLAB

frank01101 / gradient_descent

Gradient descent algorithm from scratch for linear and logistic regression with feature scaling and regularization.

python machine-learning numpy linear-regression regression classification logistic-regression regularization gradient-descent vectorization ridge-regression regularized-linear-regression feature-scaling regularized-logistic-regression

Updated Jul 29, 2024
Python

vadimtyuryaev / RegrCoeffsExplorer

A tool for visualizing the coefficients of various regression models, taking into account empirical data distributions.

visualization lm confidence-intervals glmnet glm regularized-linear-regression lasso-regression rpackage regression-analysis regularized-logistic-regression statistics-for-data-science coefficients-of-linear-regression empirical-data selectiveinference postselectioninference

Updated Nov 13, 2024
R

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