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Topic: "gini-index"

Mircea-MMXXI/azapy

Financial Portfolio Optimization Algorithms

Language: Jupyter Notebook - Size: 44.8 MB - Last synced at: about 20 hours ago - Pushed at: 10 months ago - Stars: 54 - Forks: 6

open-risk/concentrationMetrics

A python library for the computation of various concentration, inequality and diversity indices

Language: Python - Size: 765 KB - Last synced at: 22 days ago - Pushed at: 3 months ago - Stars: 43 - Forks: 15

anshul1004/DecisionTree

Decision Tree classifier from scratch without any machine learning libraries

Language: Python - Size: 24.4 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 9 - Forks: 6

esebesty/SplicingFactory

Splicing Diversity Analysis for Transcriptome Data

Language: R - Size: 1010 KB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 0

volkansonmez/Algorithms_and_Data_Structures-1

Algorithms and Data Structures for Data Science and Machine Learning

Language: Jupyter Notebook - Size: 114 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 1

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.

Language: R - Size: 26.4 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 4

fakemonk1/decision-tree-implementation-from-scratch

Decision Tree Implementation from Scratch

Language: Python - Size: 146 KB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 3 - Forks: 1

ahirsharan/CART_DecisionTree

Decision Tree Classification via CART Algorithm

Language: Python - Size: 519 KB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 0

shree-ranga/GIMP

Gini Index based sparse signal recovery algorithm

Size: 65.4 KB - Last synced at: almost 2 years ago - Pushed at: almost 8 years ago - Stars: 2 - Forks: 0

MCHatcher/Fast-computation-Gini

Fast computation of the Gini coefficient

Language: MATLAB - Size: 15.6 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1 - Forks: 0

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

Code created during a Machine Learning class at Columbia University

Size: 4.98 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

VaishnaviThakre/DecisionTree-ML

This repository contains ml model for applying decision tree on Iris dataset

Language: Jupyter Notebook - Size: 217 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

sushantnair/Decision_Tree_GINI_Index

A Python implementation of the Decision Tree Algorithm

Language: Jupyter Notebook - Size: 74.2 KB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

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.

Language: Python - Size: 202 KB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

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

Size: 4.88 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

sunshineluyao/uniswap

Uniswap Transaction Analysis Repository: Layer-1 and Layer-2 Transaction Measures

Language: Jupyter Notebook - Size: 27.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

virtonen/inequality-dashboard

Inequality dashboard exploring Gini, Poverty Headcount Ratio, and Income Distribution data

Language: Python - Size: 2.9 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Mircea-MMXXI/azapyGUI

Graphical user interface for azapy library - Finacial Portfolio Optimization Algorithms

Language: Python - Size: 882 KB - Last synced at: 16 days ago - Pushed at: 9 months ago - Stars: 0 - Forks: 1

Ninad077/Machine_Learning-Decision_Tree

Content: Root node, Decision node & Leaf nodes, Attribute Selection Measure (ASM), Feature Importance (Information Gain), Gini index

Language: Jupyter Notebook - Size: 356 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

tima-chan/Egyptian-Economy

EDA project for GDP, Inflation, Income Per Capita, Income Inequality in Egypt (1961-2020)

Language: Jupyter Notebook - Size: 8.64 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 1

pronobkarmoker/SPL-1

Classification of Data Using Decision Tree and Random Forest Based on Three Different Criteria

Language: C++ - Size: 9.16 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

HosnawHb/Decision-Tree-Classifier

This project focuses on implementing and analyzing the learning process in decision trees using Connect 4.

Language: Jupyter Notebook - Size: 5.93 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

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

Language: Jupyter Notebook - Size: 7.72 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 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.

Language: Jupyter Notebook - Size: 115 KB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

chiarasaini/Supervised-and-unsupervised-analysis

Supervised and unsupervised analysis

Language: R - Size: 8.98 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

Jacobjeevan/2DGiniIndex

2D Gini Index Implementation

Language: Python - Size: 13.7 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 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.

Language: Jupyter Notebook - Size: 239 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

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.

Size: 34.9 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

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.

Language: Jupyter Notebook - Size: 1.34 MB - Last synced at: 13 days ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

BlakeRosenhagen/Decision-Tree-Project

Language: Jupyter Notebook - Size: 33.4 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

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.

Language: Jupyter Notebook - Size: 5.52 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

krishcy25/DecisionTrees-Gini-Entropy-TitanicSurvivalPrediction

This repository contains code to build various versions of Decision Tree Models (Gini, Entropy) for the Titanic Passenger Survival prediction from Kaggle Competitions. Pruning is also performed to reduce the Overfitting

Language: Jupyter Notebook - Size: 3.34 MB - Last synced at: 8 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

HarshaliWagh/Machine-Learning-Algorithms

These are coding assignments and projects for the CS 675 Machine Learning course.

Language: Python - Size: 16.6 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

thekishanpatel/Machine-Learning

Assignments and Project from NJIT CS 675

Language: Python - Size: 43 KB - Last synced at: 9 months ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

Related Topics
machine-learning 9 decision-tree 9 entropy 8 decision-trees 7 decision-tree-classifier 5 python 5 linear-regression 4 random-forest 4 gini 3 ml 3 information-gain 3 pruning 3 mv-optimization 2 omega-optimization 2 portfolio-optimization 2 quantitative-finance 2 mad-optimization 2 lsd-optimization 2 sd-optimization 2 smcr-optimization 2 classification 2 sortino-optimization 2 inequality 2 universal-portfolio 2 id3-algorithm 2 iris-dataset 2 hinge-loss 2 kmeans-clustering 2 logistic-regression 2 naive-bayes-classifier 2 clustering 2 prediction 2 r 2 supervised-learning 2 jupyter-notebook 2 classification-algorithm 2 log-loss 2 cross-validation 2 bagging-trees 2 kmeans 2 shannon-entropy 2 knn 2 decision-tree-algorithm 2 economy 2 gdp 2 machine-learning-algorithms 2 kelly-criterion 2 gini-optimization 2 finance 2 evar-optimization 2 cvar-optimization 2 btsd-optimization 2 pandas 2 btad-optimization 2 python3 2 id3 2 shannon 1 implementation-of-algorithms 1 uniswap-v3 1 training 1 uniswap 1 anova 1 course-project 1 transaction 1 coursework 1 data-analysis 1 covid-19 1 covid19 1 data 1 cross-entropy-loss 1 hellinger-distance-criterion 1 scikit-learn 1 build 1 rstudio 1 pnadcibge 1 bsxfun 1 gini-coefficient 1 matlab 1 post-pruning 1 advertisement 1 breast-cancer-dataset 1 overfitting 1 classification-model 1 decision-tree-model 1 feature-engineering 1 machinelearning-python 1 sklearn 1 bootstrap 1 filtering-data 1 gradient 1 gradient-descent 1 loss-functions 1 neural-network 1 pca 1 standardization 1 adaboostclassifier 1 decisiontreeclassifier 1 hyperparameter-optimization 1 hyperparameter-tuning 1 knn-classification 1