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srafay /Machine_Learning_A-Z

Star391

Learning to create Machine Learning Algorithms

machine-learning-algorithms datascience naive-bayes-classifier logistic-regression support-vector-machine polynomial-regression decision-tree-classifier dataprocessing classification-algorithims random-forest-regressor support-vector-regression multiple-regression decision-tree-regression k-means-implementation-in-python k-means-clustering kernel-svm random-forest-classifier simple-linear-regression k-nearest-neighbors machine-learning-az

UpdatedJun 15, 2021
Python

pavankalyan1997 /Machine-learning-without-any-libraries

Star186

This is a collection of some of the important machine learning algorithms which are implemented with out using any libraries. Libraries such as numpy and pandas are used to improve computational complexity of algorithms

machine-learning-algorithms jupyter-notebook naive-bayes-classifier artificial-neural-networks k-means-clustering simple-linear-regression knn-classifier multiple-linear-regression

UpdatedFeb 5, 2019
Jupyter Notebook

Amitha353 /Machine-Learning-Regression

Star17

Machine-Learning-Regression

cross-validation nearest-neighbor-search gradient-descent polynomial-regression loss-functions kernel-regression lasso-regression coordinate-descent multiple-regression overfitting simple-linear-regression ridge-regre bias-variance-tradeoff generalization-error coefficient-path

UpdatedSep 29, 2020
Jupyter Notebook

bastanikola /Machine-Learning-Projects

Star14

Machine Learning Development Projects

numpy pandas python3 seaborn matplotlib convolutional-neural-networks support-vector-machines udemy simple-linear-regression machinelearning-python machinelearningprojects

UpdatedMay 26, 2019
Jupyter Notebook

vaitybharati /Assignment-04-Simple-Linear-Regression-2

Star10

Assignment-04-Simple-Linear-Regression-2. Q2) Salary_hike -> Build a prediction model for Salary_hike Build a simple linear regression model by performing EDA and do necessary transformations and select the best model using R or Python. EDA and Data Visualization. Correlation Analysis. Model Building. Model Testing. Model Predictions.

python numpy smf eda pandas data-visualization seaborn p-value model-predictions feature-engineering ols-regression statsmodels model-building simple-linear-regression correlation-analysis t-score model-testing distplot regression-plot r-square-values

UpdatedMay 30, 2021
Jupyter Notebook

Oprishri /Machine-Learning-Algorithms

Star7

To know internal working of machine learning algorithms, I have implemented types of regression through scratch.

logistic-regression ridge-regression polynomial-regression decision-tree multivariate-regression lasso-regression knn-classification simple-linear-regression elastic-net-regression

UpdatedOct 12, 2020
Jupyter Notebook

f-z /machine-learning-projects

Star6

Predicting wine quality using regression on the well-known UCI data set and more

machine-learning linear-regression machine-learning-algorithms regression bayesian-methods logistic-regression machinelearning bayesian gradient gradient-descent bayesian-inference gradients bayesian-statistics radial-basis-function gradient-descent-algorithm knn-classification simple-linear-regression

UpdatedJan 21, 2022
Python

reddyprasade /Machine-Learning-With-R

Star6

Machine Learning in R

machine-learning machine-learning-algorithms simple-linear-regression multiple-linear-regression

UpdatedJul 13, 2020
HTML

Ruban2205 /Data-Science-Introduction

Star6

Welcome to the Data Science Introduction repository! This repository is designed to provide an introduction to the field of data science, covering various topics and techniques commonly used in the industry.

python data-science exploratory-data-analysis data-visualization knn decision-tree-classifier classification-algorithm knn-classification simple-linear-regression

UpdatedSep 17, 2023
Jupyter Notebook

pramodini18 /Salary-prediction

Star5

Salary prediction using simple linear regression

data-science machine-learning beginner-project linear-regression simple-linear-regression salary-prediction

UpdatedOct 23, 2019
Jupyter Notebook

PayThePizzo /Predictive-Analysis-Notes

Star6

Predictive Analysis Course's notes for Computer Science B.S. at Ca' Foscari University of Venice

r statistics rstudio transformations variable-selection influence statistical-analysis model-selection data-visualisation classification data-analysis glm prediction-model generalized-linear-models residuals categorical-data simple-linear-regression collinearity-diagnostics multiple-linear-regression collinearity

UpdatedMar 2, 2024
HTML

Joycechidi /MachineLearning

Star5

All my Machine Learning Projects from A to Z in (Python & R)

python r naive-bayes regression classification logistic-regression polynomial-regression decision-tree-regression kernel-svm simple-linear-regression random-forest-regression multiple-linear-regression datapreprocessing support-vector-regression--svr evaluating-regression-models-perf regularization-methods k-nearest-neighbors-k-nn support-vector-machine-svm decision-tree-classification random-forest-classification

UpdatedAug 15, 2019
Jupyter Notebook

elstats /linear-regression

Star4

Simple Linear Regression

statistics linear-regression regression simple-linear-regression

UpdatedMar 2, 2018
JavaScript

ASHOKKUMAR-K /Machine-Learning-Algorithms-From-Scratch

Star4

This Repository consists of popular Machine Learning Algorithms implemented from scratch using python

machine-learning-algorithms python3 simple-linear-regression scratch-implementation multiple-linear-regression

UpdatedJun 19, 2020
Jupyter Notebook

olgarozhdestvina /Fundamentals-of-Data-Analysis-Project

Star4

Wind Turbine Power Production

jupyter-notebook data-analysis polynomial-regression simple-linear-regression

UpdatedMay 1, 2021
Jupyter Notebook

madhurima-nath /regression_and_predictions

Star3

data-science r statistics analysis linear-regression regression ridge-regression polynomial-regression women-in-tech lasso-regression simple-linear-regression multiple-linear-regression outliers-detection women-who-code spline-regression factor-variable

UpdatedAug 12, 2023
HTML

xdec /data-science

Star3

This is a repository for data science templates. New templates will be added as and when they are created. Feel free to use these templates for your data science projects!

python data-science machine-learning library deep-learning math tensorflow templates linear-algebra keras notebooks jupyter-notebooks knn kmeans-clustering k-nearest-neighbor simple-linear-regression colab-notebooks

UpdatedJul 9, 2022
Jupyter Notebook

immanuvelprathap /Automobile-Data

Star3

Used Car Prices from the Automobile dataset in order to predict the most suitable Car Price.

python machine-learning statistics numpy exploratory-data-analysis jupyter-notebook pandas seaborn data-analysis matplotlib data-wrangling exploratory-data-visualizations simple-linear-regression multiple-linear-regression regression-plots distribution-plots

UpdatedDec 12, 2021
Jupyter Notebook

vaitybharati /P24.-Supervised-ML---Simple-Linear-Regression---Newspaper-data

Star3

Supervised-ML---Simple-Linear-Regression---Newspaper-data. EDA and Visualization, Correlation Analysis, Model Building, Model Testing, Model predictions.

visualization python api smf eda pandas seaborn goodness-of-fit hypothesis-testing ols-regression statsmodels simple-linear-regression correlation-analysis significance-testing rsquare-values distplot regplot

UpdatedJun 8, 2021
Jupyter Notebook

Avinash793 /regression-analysis-examples

Star3

Detailed implementation of various regression analysis models and concepts on real dataset.

python3 outliers autocorrelation feature-engineering goodness-of-fit regression-diagnostics multicollinearity quantile-regression residuals regression-analysis simple-linear-regression poisson-regression-model heteroskedasticity leverages q-q-plot multiple-linear-regression-model ols-regression-model cooks-distance influential-cases gls-regression-model

UpdatedJan 15, 2024
Jupyter Notebook

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simple-linear-regression

Here are 173 public repositories matching this topic...

srafay /Machine_Learning_A-Z

pavankalyan1997 /Machine-learning-without-any-libraries

Amitha353 /Machine-Learning-Regression

bastanikola /Machine-Learning-Projects

vaitybharati /Assignment-04-Simple-Linear-Regression-2

Oprishri /Machine-Learning-Algorithms

f-z /machine-learning-projects

reddyprasade /Machine-Learning-With-R

Ruban2205 /Data-Science-Introduction

pramodini18 /Salary-prediction

PayThePizzo /Predictive-Analysis-Notes

Joycechidi /MachineLearning

elstats /linear-regression

ASHOKKUMAR-K /Machine-Learning-Algorithms-From-Scratch

olgarozhdestvina /Fundamentals-of-Data-Analysis-Project

madhurima-nath /regression_and_predictions

xdec /data-science

immanuvelprathap /Automobile-Data

vaitybharati /P24.-Supervised-ML---Simple-Linear-Regression---Newspaper-data

Avinash793 /regression-analysis-examples

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