gini-index

There are 1 repository under gini-index topic.

Mircea-MMXXI / azapy
Financial Portfolio Optimization Algorithms
finance quantitative-finance portfolio-optimization cvar-optimization smcr-optimization mad-optimization gini-optimization mv-optimization sd-optimization omega-optimization kelly-criterion gini-index btad-optimization btsd-optimization lsd-optimization sortino-optimization
Language:Jupyter Notebook 52
anshul1004 / DecisionTree
Decision Tree classifier from scratch without any machine learning libraries
decision-trees decision-tree decision-tree-classifier decision-tree-algorithm machine-learning classification-algorithm id3 id3-algorithm pruning entropy post-pruning advertisement breast-cancer-dataset iris-dataset supervised-learning overfitting gini-index classification-model decision-tree-model prediction
Language:Python 9
fakemonk1 / decision-tree-implementation-from-scratch
Decision Tree Implementation from Scratch
decision-trees implementation-of-algorithms gini-index cross-entropy-loss training build prediction
Language:Python 7
esebesty / SplicingFactory
Splicing Diversity Analysis for Transcriptome Data
rna-seq transcriptomics splicing shannon-entropy gini-index simpson-index
Language:R 4
lpinzari / homogeneity-location-index
The objective of this work is to provide tools to be used for the classification of ordinal categorical distributions. To demonstrate how to do it, we propose an Homogeneity (HI) and Location (LI) Index to measure the concentration and central value of an ordinal categorical distribution.
descriptive-statistics classification-algorithm r geospatial peer-group central-tendency homogeneity ordinal-categorical-distributions homogeneous-socioeconomic-areas classifcation decile-categories population gini-index diversity-measures polarization clustering python diversity concentration-measurement index
Language:R 3
volkansonmez / Algorithms_and_Data_Structures-1
Algorithms and Data Structures for Data Science and Machine Learning
kmeans decision-tree knn binary-search-tree kmeansplusplus linked-list doubly-linked-list gini-index dfs-algorithm bfs-algorithm data-structures predictive-modeling bagging-trees boostrap bellman-ford-algorithm djikstra heapq graph-algorithms shortest-path-algorithm random-forest
Language:Jupyter Notebook 3
CART_DecisionTree
ahirsharan / CART_DecisionTree
Decision Tree Classification via CART Algorithm
cart-algorithm decision-tree-classifier decision-trees gini-index
Language:Python 2
shree-ranga / GIMP
Gini Index based sparse signal recovery algorithm
compressed-sensing gini-index signal-processing sparse-reconstruction
2
xfzhang-zoey / Operation_analytics_sales_data_Python_SQL
Décorticage les jeux de données commerciale pour faciliter la prise de décision appuyée sur data: sortir les business insights, identifier les anomalies et des opportunités
statistique-descriptive descriptive-statistics gini-index lorenz concentration-gradient dispersion-curve business-analytics bivariate-analysis univariate-analysis correlation-coefficient
Language:Jupyter Notebook 2
aaronremski / InvestigateData
Udacity Project 1 - Investigate economic, inequality, & corruption data. This project sets out to find a relationship between the fastest-growing countries, corruption, & inequality.
python3 numpy pandas-dataframe pandas matplotlib economy gdp gini-index corruption countries-gdp
Language:Jupyter Notebook 1
amirkasaei / Decision-Tree-Classifier-with-scikit-learn
classification decision-tree entropy gini-index machine-learning scikit-learn python log-loss
Language:Jupyter Notebook 1
Luiz-Fernando-Oliveira / Gini.em.R
Estimando um índice de Gini por Unidade da Federação brasileira usando R com base na PNAD Contínua do IBGE
gini-index pnadcibge rstudio
1
MCHatcher / Fast-computation-Gini
Fast computation of the Gini coefficient
gini gini-coefficient gini-index matlab bsxfun
Language:MATLAB 1
nprimavera / Data-Science-for-Mechanical-Systems-ML-
Code created during a Machine Learning class at Columbia University
bootstrap decision-trees entropy filtering-data gini-index gradient gradient-descent linear-regression loss-functions neural-network pca standardization
1
sanketmaneDS / Decision_Tree
This repository contains introductory notebooks for Decision tree
cart decision-tree-classifier decision-tree-regression entropy gini-index selectkbest
Language:Jupyter Notebook 1
sunshineluyao / uniswap
Uniswap Transaction Analysis Repository: Layer-1 and Layer-2 Transaction Measures
arbitrum blockchain blockchain-technology cryptocurrency-exchanges decentralization decentralized-applications decentralized-exchange ethereum gini-index hhi indices nakamoto-coefficient optimism polygon shannon-entropy transaction uniswap uniswap-v3
Language:Jupyter Notebook 1
sushantnair / Decision_Tree_GINI_Index
A Python implementation of the Decision Tree Algorithm
decision-tree gini gini-index id3 id3-algorithm machine-learning machine-learning-algorithms ml
Language:Jupyter Notebook 1
sushantnair / ML
A collection of experiments I have performed for the course "Machine Learning" as part of the curriculum for Semester 6 of TY B. Tech. Computer Engineering at KJ Somaiya College of Engineering.
decision-tree-classifier feature-engineering gini-index machine-learning machine-learning-algorithms machinelearning-python ml pandas sklearn
Language:Python 1
abarghi / Measuring_Linguistic_Diversity
alpha-diversity beta-diversity gamma-diversity macarthurs-homogeneity relative-homogeneity gini-index jaccard-similarity richness shannon-entropy sorensen-dice-distance hcdt renyi-index
Language:Jupyter Notebook 0
chiarasaini / Supervised-and-unsupervised-analysis
Supervised and unsupervised analysis
clustering elbow-method gap-statistic ggplot2 gini-index kmeans kmeans-clustering knn logistic-regression naive-bayes r random-forest supervised-learning tree unsupervised-learning
Language:R 0
HarshaliWagh / Machine-Learning-Algorithms
These are coding assignments and projects for the CS 675 Machine Learning course.
machine-learning naive-bayes-classifier svm-classifier linear-regression gini-index decision-tree random-forest adaptive-learning k-means-clustering bagging-trees hinge-loss
Language:Python 0
Hk669 / Hyperparameter-Optimization
The AdaBoost algorithm is an ensemble learning method that combines multiple weak learners (base estimators) to create a stronger predictive model.
adaboostclassifier decision-trees decisiontreeclassifier entropy gini-index hyperparameter-optimization hyperparameter-tuning
Language:Jupyter Notebook 0
HosnawHb / Decision-Tree-Classifier
This project focuses on implementing and analyzing the learning process in decision trees using Connect 4.
artificial-intelligence decision-trees gini-index information-gain log-loss machine-learning pruning python
Language:Jupyter Notebook 0
Jacobjeevan / 2DGiniIndex
2D Gini Index Implementation
bioinformatics gini-index bioinformatics-analysis
Language:Python 0
Mhmd-14 / Diabetes_Dataset
Using pyhthon with pandas and scikit-learn libraries to split, train, test and check the accuracy of DecisionTree model on top of diabetes dataset
accuracy-metrics accuracy-score data-analysis-python datascience decision-tree-classifier entropy gini-index jupyter-notebook pandas python scikit-learn
Language:Jupyter Notebook 0
thekishanpatel / Machine-Learning
Assignments and Project from NJIT CS 675
machine-learning cs675 naive-bayes-classifier linear-gradient hinge-loss logistic-regression gini-index bagged-forests kmeans-clustering
Language:Python 0
tima-chan / Egyptian-Economy
EDA project for GDP, Inflation, Income Per Capita, Income Inequality in Egypt (1961-2020)
analysis economy economics exploratory-data-analysis gdp inflation income gini-index income-inequality data-analysis-python plotly egypt
Language:Jupyter Notebook 0
AyanPahari / Decision-Tree-from-Scratch
Implemented a Decision Tree from Scratch using binary univariate split, entropy, and information gain. Used Gini index and Pruning for performance improvement.
decision-tree scratch information-gain gini-index pruning python3 jupyter-notebook cross-validation
Language:Jupyter Notebook
BlakeRosenhagen / Decision-Tree-Project
decision-tree-classifier gini-index jupyter-notebook permutation-algorithms python
Language:Jupyter Notebook
mansi-k / ML_basic_algos
Contains KNN regression, Linear regression, KNN classification and Decision trees (using gini index, entropy & misclassification rate), all implemented from scratch.
knn-classification knn-regression linear-regression decision-tree gini-index entropy misclassification-rate scratch-implementation
Language:Jupyter Notebook
mmalinova / Excel_projects_at_Statistics
Here are some projects based on static methods of information processing. There are many different methods that you can use to process your information, depending on your needs.
covid19 covid-19 gini gini-index linear-regression data-analysis data-analytics data-science data definitions discrete-mathematics anova normal-distribution poisson poisson-regression random course-project coursework italy slovenia
Ninad077 / Machine_Learning-Decision_Tree
Content: Root node, Decision node & Leaf nodes, Attribute Selection Measure (ASM), Feature Importance (Information Gain), Gini index
feature-importance gini-index information-gain machine-learning attribute-selection-measure
Language:Jupyter Notebook
pronobkarmoker / SPL-1
Classification of Data Using Decision Tree and Random Forest
classification cross-validation decision-tree entropy gini-index hellinger-distance-criterion random-forest
Language:C++

gini-index

Mircea-MMXXI / azapy

anshul1004 / DecisionTree

fakemonk1 / decision-tree-implementation-from-scratch

esebesty / SplicingFactory

lpinzari / homogeneity-location-index

volkansonmez / Algorithms_and_Data_Structures-1

ahirsharan / CART_DecisionTree

shree-ranga / GIMP

xfzhang-zoey / Operation_analytics_sales_data_Python_SQL

aaronremski / InvestigateData

amirkasaei / Decision-Tree-Classifier-with-scikit-learn

Luiz-Fernando-Oliveira / Gini.em.R

MCHatcher / Fast-computation-Gini

nprimavera / Data-Science-for-Mechanical-Systems-ML-

sanketmaneDS / Decision_Tree

sunshineluyao / uniswap

sushantnair / Decision_Tree_GINI_Index

sushantnair / ML

abarghi / Measuring_Linguistic_Diversity

chiarasaini / Supervised-and-unsupervised-analysis

HarshaliWagh / Machine-Learning-Algorithms

Hk669 / Hyperparameter-Optimization

HosnawHb / Decision-Tree-Classifier

Jacobjeevan / 2DGiniIndex

Mhmd-14 / Diabetes_Dataset

thekishanpatel / Machine-Learning

tima-chan / Egyptian-Economy

AyanPahari / Decision-Tree-from-Scratch

BlakeRosenhagen / Decision-Tree-Project

mansi-k / ML_basic_algos

mmalinova / Excel_projects_at_Statistics

Ninad077 / Machine_Learning-Decision_Tree

pronobkarmoker / SPL-1