stratified-sampling
There are 1 repository under stratified-sampling topic.
MasashiSode / mcs_kfold
mcs_kfold stands for "monte carlo stratified k fold". This library attempts to achieve equal distribution of discrete/categorical variables in all folds. The greatest advantage of this method is that it can be applied to multi-dimensional targets.
Language:Python 56aktgpt / onlinetripletmining
Fast Online Triplet mining in Pytorch
Language:Python 8MsTao-68 / Debt-Churn-Data-Analysis
使用比赛方提供的脱敏数据，进行客户信贷流失预测。
Language:Jupyter Notebook 6saeedt / CFS_Sampling
An optimal stratified sample design for Commodity Flow Survey (CFS) based on Simulated Annealing and Genetic Algorithm. A script in Procedural PostgreSQL is used to generate a frame with 100,000 records based on publicly available data.
Language:R 4- Language:Jupyter Notebook 3
rochitasundar / Twitter-Sentiment-Analysis
Data consists of tweets scrapped using Twitter API. Objective is sentiment labelling using a lexicon approach, performing text pre-processing (such as language detection, tokenisation, normalisation, vectorisation), building pipelines for text classification models for sentiment analysis, followed by explainability of the final classifier
Language:Jupyter Notebook 3StarlangSoftware / Sampling-Py
Data sampling library
Language:Python 3dataditya / US-Airlines-Delay-Analysis-2023
The objective is to analyze flight delays in the United States. Data from airlines, airports, and runways will be collected and processed. Machine learning models will be built using logistic regression, decision trees, and XGB classifiers. Visualizations will be created in Tableau, and Excel dashboards and SQL queries will be used for analysis.
Language:Jupyter Notebook 2saminens / Women-in-Data-Science-2020
WiDS Datathon 2020 on patient health through data from MIT’s GOSSIS (Global Open Source Severity of Illness Score) initiative.
Language:Jupyter Notebook 2Data sampling library
Language:Java 2Data sampling library
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jesussantana / Sampling
Perform Data Sampling with Python
Language:Jupyter Notebook 1- ProfessorSurvey
kristoffhernan / ProfessorSurvey
Web scraper to get professor information, and a mass emailer that sends a website with a survey.
Language:Jupyter Notebook 1 langthom / sirasac
A C library with Python bindings for efficient stratified random sampling from binary buffers or files.
Language:C 1Nikhilkohli1 / Natural-Language-Processing
This repository contains Natural Language Processing Projects like Sarcasm Detection, Quora Insincere Questions Classification & Edgar Sentiment Analysis
Language:Jupyter Notebook 1shreyasbhatia09 / Google-Analytics-Customer-Revenue-Prediction
Kaggle Challenge
Language:Jupyter Notebook 1anthonyli01 / Advanced-Simulation-Methods
This project focuses on applying advanced simulation methods for derivatives pricing. It includes Monte-Carlo, Variance Reduction Techniques, Distribution Sampling Methods, Euler Schemes, and Milstein Schemes.
Language:Jupyter Notebook 0University Project: simulation techniques to price derivatives. It will involve Monte-Carlo, variance-reduction techniques, and advanced simulation methods.
0david-garza / Credit_Risk_Analysis
Supervised machine learning model to classify loan applicants into high and low risk categories
Language:Jupyter Notebook 0imane-ayouni / California-Housing-Price-Predictions
Regression algorithms to predict the median house prices in California districts
Language:Jupyter Notebook 0m-guseva / balanced-group-assignment
This code assigns participants to an experimental group and ensures balanced physical attributes without knowing the participants in advance.
Language:Python 0- imbalanced_data
OMahmoodi / imbalanced_data
This notebook will walk you through the steps for dealing with an imbalanced dataset using an example of a real project that I recently completed.
Language:Jupyter Notebook 0 rrfsantos / Projeto-Redes-Neurais-OCT-Images
BI Master - Automated methods to detect and classify human diseases from medical images. Convolutional Neural Network, Data Augmentation, Transfer Learning, Tensorflow, Keras, Xception, ImageNet, StratifiedKFold.
Language:Jupyter Notebook 0shivtosh / Stroke_prediction
Models implemented for stroke prediction amongst individuals
0zca21 / Statistical_Consultancy
Code to help the presentation to the client. The Sampling code.Rmd file contains the code performing the sampling method and produces the visualisations and diagnostics seen in the presentation.
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Crossed-finger / Credit-risk-analysis
CSCI316 Group assignment 1
Language:Jupyter Notebookhunaiva-kintan / Sampling-Technique
This was a project that aimed implement sampling techniques. The sampling technique used was clustered random sampling and stratified random sampling.
joao-vitor-souza / prever-aluguel
(77,86% R) Floresta Aleatória aprimorada para a previsão de aluguel.
Language:PythonLefteris-Souflas / Business-Analytics-Case-Studies
Assignment 3 for the Analytics Practicum I Course of AUEB's MSc in Business Analytics
- Language:Jupyter Notebook
RimTouny / Image-Classification-using-Chars74K-dataset
Employing advanced techniques, the project seamlessly integrates binary and multiclass classifiers for character classification. It offers a comprehensive analysis and adeptly addresses challenges in the realm of computer vision.This project was part of my uOttawa Master's in Computer Vision course (2023).
Language:Jupyter NotebookData sampling library
Language:PythonData Sampling Library
Language:TypeScriptData sampling library
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