isadays/BayesianInference

The model predicts the treatment success rate for new TB cases with high accuracy and robustness. Two different approaches: PCA and Bayesian Inference.

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kris96tian/sc-RNAseq_analysis

Single-cell RNA data analysis using R (Seurat) , Python (Scanpy), and Julia.

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Asma-Rashidian/Predicting-Cancer-and-Liver-Disease-Using-NHANES-Dataset

The goal of this project is to build regression models to predict the occurrence of cancer and liver disease using the National Health and Nutrition Examination Survey (NHANES) data.

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ThanosM97/Neural_Networks-NTUA

This repository hosts the programming exercises for the course Neural Networks of NTUA ECE.

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karen-pal/semantic_explore

Explorar Semánticamente Videos

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aminfdev/Principal-Component-Analysis

Principal Component Analysis (PCA) for Movie Recommender System

Language: Python - Size: 518 KB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 0 - Forks: 0

mirandalouco/PCA-Gustavo-Miranda

Durante a matéria de álgebra linear na faculdade, realizei uma análise usando o Principal Component Analysis (PCA), tendo o Campeonato Mundial de League of Legends como objeto de estudo. Utilizei técnicas de redução de dimensionalidade para identificar padrões nos dados das partidas como correlações das variáveis.

Language: TeX - Size: 435 KB - Last synced: 5 days ago - Pushed: 5 days ago - Stars: 0 - Forks: 0

saraabme/PCA_Wisconsin_breast_cancer_dataset

In this project, the Wisconsin breast cancer dataset is visualized in two dimensions using Principal Component Analysis (PCA).

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Agoons20/Portfolio-Mgmt-And-Machine-Learning-in-Finance

Investment Analysis and Asset Mgmt, Time Series Analysis & Forecasting, Machine Learning in Finance & Causal Inference Methods

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brunocampos01/allstate-claims-severity

Udacity Machine Learning Engineer Nanodegree capstone proposal.

Language: Python - Size: 266 MB - Last synced: 9 days ago - Pushed: over 2 years ago - Stars: 7 - Forks: 2

Ayushma00/Text-Mining-and-Recommendation-System-for-Yelp-Dataset-

Restaurant Recommendation Application

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ShaikRiyazSandy/PCA_Wine_Dataset

Case Summary Perform Principal component analysis and perform clustering using first 3 principal component scores (both Heirarchical and k mean clustering(scree plot or elbow curve) and obtain optimum number of clusters and check whether we have obtained same number of clusters with the original data (class column we have ignored at the begining…

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tusharpandey003/Data-Science

Data science include Data Analysis, Machine learning , EDA,PCA and Data Structure and Algorithms

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hewm2008/VCF2PCACluster

A new simple and efficient software to PCA and Cluster For popolation VCF File

Language: C++ - Size: 12.5 MB - Last synced: 10 days ago - Pushed: 10 days ago - Stars: 39 - Forks: 4

Aksharbram/Data-Analytics-and-ML

Python Projects on varied topics for Data Analysis and Machine Learning

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allanbmartins/Projeto_ETL_RFB_IBGE_ANP

PYTHON E POSTGRESQL - EXTRACT TRANSFORM LOAD - ETL - DADOS PÚBLICOS DA RECEITA FEDERAL DO BRASIL - RFB, INSTITUTO BRASILEIRO DE GEOGRAFIA E ESTATÍSTICA - IBGE E AGÊNCIA NACIONAL DO PETRÓLEO, GÁS NATURAL E BIOCOMBUSTÍVEIS - ANP - PYTHON E POSTGRESQL

Language: Python - Size: 1.88 MB - Last synced: 12 days ago - Pushed: 12 days ago - Stars: 43 - Forks: 15

ashita03/H1BVisa2014_Analysis

Explore the H1B Visa data from 2014 through a comprehensive multivariate analysis.

Language: HTML - Size: 9.88 MB - Last synced: 12 days ago - Pushed: 13 days ago - Stars: 0 - Forks: 0

AndreisSirlene/House-Price-Prediction

Prediction of the sales price of houses in King County, Washington State – U.S.

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lucasrodes/kPCA-denoising-python

Reproduction of the experiments presented in Kernel PCA and De-noising in Feature Spaces, as a project in DD2434 Machine Learning Advance Course during Winter 2016

Language: Python - Size: 3.98 MB - Last synced: 15 days ago - Pushed: about 7 years ago - Stars: 15 - Forks: 10

YogiOnBioinformatics/Assorted-Computational-Genomics-Data-Visualizations

Biplots, Volcano plots, PCA plots, Heatmaps and more Computational Genomics data created and visualized during University of Pittsburgh course, Computational Biology (BIOSC1540), with Dr. Miler Lee

Language: R - Size: 1.73 MB - Last synced: 15 days ago - Pushed: over 5 years ago - Stars: 1 - Forks: 1

arleyc/PCAtest

R package PCAtest for evaluating the statistical significance of PCA analysis, selecting number of significant PC axes, and testing the contributions of the variables to those PCs.

Language: R - Size: 3.64 MB - Last synced: 14 days ago - Pushed: 15 days ago - Stars: 18 - Forks: 3

kenanmorani/pattern_recognition_idu

University Course Assignment - Pattern Recognition

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OlaPietka/Applied-Machine-Learning

Implementation of various of algorithms such as EM for Topic Modeling, High Dim. Classification, PCA, etc. described in "Applied Machine Learning" by David Forsyth

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patelchaitany/PCA

PCA in c

Language: C - Size: 7.81 KB - Last synced: 14 days ago - Pushed: 15 days ago - Stars: 0 - Forks: 0

TayHuiYi/Lung_Cancer_Prediction

Machine Learning Techniques in Lung Cancer Prediction

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Vivek2693/Dimensionality-Reduction-PCA-3

Set of Questions, Explaining the Geometric interpretation of eigenvectors and eigenvalues.

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regismeyssonnier/LinearAlgebra

Language: Python - Size: 39.1 KB - Last synced: 16 days ago - Pushed: 16 days ago - Stars: 1 - Forks: 0

tengjuilin/vampire-analysis

VAMPIRE (Visually Aided Morpho-Phenotyping Image Recognition) analysis quantifies and visualizes heterogeneity of cell and nucleus morphology.

Language: Python - Size: 4.16 MB - Last synced: 17 days ago - Pushed: about 1 year ago - Stars: 2 - Forks: 1

Dodotree/boxik

Language: HTML - Size: 340 KB - Last synced: 18 days ago - Pushed: almost 9 years ago - Stars: 3 - Forks: 0

macbhaldar/Python-Guide

This repository contains the codes for the Python tutorials

Language: Jupyter Notebook - Size: 26.4 MB - Last synced: 19 days ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

gaborhor/Happiness-Data-EDA

Introductory-level EDA on UN Happiness Report and World Bank Metrics from 2019

Size: 505 KB - Last synced: 19 days ago - Pushed: 19 days ago - Stars: 0 - Forks: 0

aminawasiq/Feature-Engineering

Feature engineering is the process of converting raw data into a more accessible format, optimizing it for effective utilization in machine learning models.

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anand170107032/Customer-Segmentation

Language: Jupyter Notebook - Size: 1.31 MB - Last synced: 21 days ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

parvvaresh/ML-algorithms-from-Scratch

Here we have fully implemented a number of algorithms related to machine learning

Language: Python - Size: 376 KB - Last synced: 21 days ago - Pushed: 22 days ago - Stars: 16 - Forks: 1

ALebrun-108/BoxSERS

Python package that provides a full range of functionality to process and analyze vibrational spectra (Raman, SERS, FTIR, etc.).

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Arham-12336/PCA

PCA implementation in python

Language: Jupyter Notebook - Size: 16.6 KB - Last synced: 22 days ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

ajayaadhikari/Cyber-Data-Analytics

This repository contains projects related to cyber data analytics

Language: OpenEdge ABL - Size: 42.3 MB - Last synced: 22 days ago - Pushed: over 6 years ago - Stars: 1 - Forks: 4

Amirbehnam1009/Data-Mining-Projects

Language: Jupyter Notebook - Size: 18.8 MB - Last synced: 22 days ago - Pushed: 22 days ago - Stars: 0 - Forks: 0

callyberz/face_recognition_system

Implementation of Face Recognition in the Wild

Language: C++ - Size: 49.3 MB - Last synced: 22 days ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

Bru-sic/module_10-Unsupervised-Learning

Crypto Clustering

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mashaan14/only-numpy

Machine learning algorithms implemented using numpy functions.

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hashimg/facial-recognition-using-PCA

Reconstructed images using PCA, thereby reducing dimensionality and size as compared to the original image.

Size: 4.35 MB - Last synced: 24 days ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 0

Yuki-11/CPU-benchmark-using-PCA

Building now...

Language: Python - Size: 16.6 KB - Last synced: 24 days ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

Egorsky/classic_ml

This repositorium created to collect various tasks related to classification, regression, time series. This description might be updated in the future

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ahmednadr/-k-mean-clustering-with-PCA

K-mean clustering

Language: Python - Size: 4.84 MB - Last synced: 26 days ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

prabhuvashwin/Data-Analysis-on-Hospital-Readmission-Data 📦

Analysis on hospital readmission data for diabetic patients using R and Tableau

Language: HTML - Size: 4.23 MB - Last synced: 28 days ago - Pushed: almost 7 years ago - Stars: 5 - Forks: 4

raghuramjee7/Phishing-Site-Detection

Model to classify phishing sites

Language: Jupyter Notebook - Size: 1.58 MB - Last synced: 29 days ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

TatevKaren/mathematics-statistics-for-data-science

Mathematical & Statistical topics to perform statistical analysis and tests; Linear Regression, Probability Theory, Monte Carlo Simulation, Statistical Sampling, Bootstrapping, Dimensionality reduction techniques (PCA, FA, CCA), Imputation techniques, Statistical Tests (Kolmogorov Smirnov), Robust Estimators (FastMCD) and more in Python and R.

Language: R - Size: 15.9 MB - Last synced: 29 days ago - Pushed: about 1 month ago - Stars: 104 - Forks: 35

Shuyib/mouse_gut_OTU

Vectorization and Unsupervised Learning of Mouse Operation Taxonomic Units to determine which species of bacteria form distinct groups in a dataset.

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lokesh97jain/UK_Smoking_Analysis_Using_PCA

Demographic influences on smoking habits in the UK using Principal Component Analysis

Language: R - Size: 24.4 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

Dimildizio/DS_course

Different projects to discover Data Science

Language: Jupyter Notebook - Size: 557 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

MarcinZ20/Anomaly-Detection-in-CREDO-Dataset

University project, which goal is to build a system, that detects anomalies in CREDO dataset

Language: Jupyter Notebook - Size: 984 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

FranQuant/A-Quant-Journey

This repository showcases the research and analysis conducted by J. Francisco Salazar, as featured at the prestigious 1st Artificial Intelligence in Finance Conference (AIIFC). The work presents a sophisticated exploration of forecasting asset returns, employing advanced methodologies in machine learning and artificial intelligence.

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AdrianaAceroFV/PENGUINS_CLUST

Trabajo presentado para el Máster de Big Data, Data Science e IA sobre Clustering y PCA

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viodotcom/ppca_rs

Python+Rust implementation of the Probabilistic Principal Component Analysis model

Language: Rust - Size: 288 KB - Last synced: about 11 hours ago - Pushed: about 2 months ago - Stars: 34 - Forks: 2

Arckitechttt/ML-Flask

Creating a Website that has Machine Learning feature to predict Students Performance segmentation (using Clustering Model)

Language: Python - Size: 162 MB - Last synced: about 1 month ago - Pushed: 12 months ago - Stars: 1 - Forks: 0

IBM/pca-deep-dive-using-watson-studio Fork of aloknsingh/ds_pca_deep_dive

Perform a deep dive into PCA using Watson Studio

Language: Jupyter Notebook - Size: 13 MB - Last synced: about 1 month ago - Pushed: almost 5 years ago - Stars: 6 - Forks: 10

IBM/model-mgmt-on-watson-studio-local

Feature Engineering and Model Deployments using Watson Studio Local

Language: Jupyter Notebook - Size: 14.7 MB - Last synced: about 1 month ago - Pushed: about 5 years ago - Stars: 6 - Forks: 19

Jash271/Myntra_Image_Search_Emulation

A Mockup to imitate Myntra's Image Search 👔

Language: Jupyter Notebook - Size: 47.9 KB - Last synced: about 1 month ago - Pushed: over 3 years ago - Stars: 2 - Forks: 0

SuperSonicHub1/spotify-audio-embeddings

Visualizations of music semantics calculus using Spotify and deep embeddings.

Language: Python - Size: 215 KB - Last synced: about 1 month ago - Pushed: 9 months ago - Stars: 2 - Forks: 0

Shivabajelan/CryptoClustering

This project applies K-means algorithm to group cryptocurrencies based on 24-hour and 7-day price changes. It also investigates the impact of dimensionality reduction using PCA on clustering outcomes.

Language: Jupyter Notebook - Size: 155 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

inregards2pluto/cryptocurrencies

Use unsupervised machine learning models to analyze cryptocurrency data.

Language: Jupyter Notebook - Size: 5.64 MB - Last synced: about 1 month ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

LLudivina/Cryptocurrencies

Language: Jupyter Notebook - Size: 3.37 MB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

dsrichard97/PCA_twostocks

Conduct PCA on two risky stocks in the tech sector using R software.

Size: 2.57 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

shivamnegi92/Prudential-Life-Insurance-Assessment--Machine-Learning

Developed a predictive model that accurately classifies risk using a more automated approach.

Language: R - Size: 11.8 MB - Last synced: about 2 months ago - Pushed: about 6 years ago - Stars: 1 - Forks: 1

lydia-holley/Machine-Learning

Scripts and Coding Assignments from the course Machine Learning

Language: Jupyter Notebook - Size: 741 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

mikel-brostrom/Housing_Price_Prediction

California housing price prediction with NN, Random Forest and Linear Regression

Language: Jupyter Notebook - Size: 1.33 MB - Last synced: 15 days ago - Pushed: almost 4 years ago - Stars: 2 - Forks: 0

Honey28Git/Advanced-Statistics

This study delves into the intricate dynamics between salary, education, and occupation, employing both one-way and two-way ANOVA techniques to uncover their relationships. Additionally, it explores the multifaceted dataset on colleges through Principal Component Analysis (PCA).

Language: Jupyter Notebook - Size: 3.44 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

ML-PSE/PDStoolkit-Python-Package

A Python package to facilitate building process data science solutions including process modeling, monitoring, fault diagnosis, etc.

Language: Jupyter Notebook - Size: 2.08 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 6 - Forks: 5

LaurentVeyssier/Customer-Marketing-segmentation-with-Machine-Learning

Use unsupervised machine learning tools to segment credit card customers

Language: Jupyter Notebook - Size: 3.12 MB - Last synced: about 2 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 6

ramkumarpj/CryptoClustering

Create an unsupervised machine learning model that will predict cryptocurrencies that are affected by 24-hour or 7-day price changes.

Language: Jupyter Notebook - Size: 1.17 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

lucadivit/Pcap_Features_Extraction

This program allow you to extract some features from pcap files.

Language: Python - Size: 1.79 MB - Last synced: about 2 months ago - Pushed: about 1 year ago - Stars: 38 - Forks: 9

juliataborek/The-best-voivodeship-to-start-a-family

Multidimensional analysis to search for the best voivodeship for families with children

Language: R - Size: 3.68 MB - Last synced: about 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

ojaviva/classify

El proyecto utiliza un modelo de Random Forest para predecir fenómenos utilizando datos proporcionados. El propósito principal es crear una herramienta útil para identificar posibles fenómenos basados en características específicas. Además, el archivo grafic_3d.py tiene como objetivo proporcionar una herramienta para la visualización en 3D.

Language: Python - Size: 15.6 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

autolordz/Course-Project-Shiny-Application-and-Reproducible-Pitch

Digits Manipulating of Shiny Project

Language: R - Size: 15.9 MB - Last synced: 2 months ago - Pushed: almost 6 years ago - Stars: 2 - Forks: 0

yhyoscar/sklearn-study

Language: Jupyter Notebook - Size: 108 MB - Last synced: 2 months ago - Pushed: over 5 years ago - Stars: 7 - Forks: 2

Rindhujatreesa/Machine_Learning_Projects

This repository consists of ML projects including data modeling, clustering, classification, and dimensionality reduction models

Language: Jupyter Notebook - Size: 25.1 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

kifakh/Machine-Learning-HSI

Hyper Spectral Image Classification using Machine Learning Methods

Language: MATLAB - Size: 39.1 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

MM24J/Cryptocurrency-Analysis

Predicted effects of price changes over time on cryptocurrencies using Python and unsupervised machine learning.

Language: Jupyter Notebook - Size: 62.5 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

secimTools/SECIMTools

A set of metabolomics tools for use in Galaxy

Language: Jupyter Notebook - Size: 516 MB - Last synced: about 2 months ago - Pushed: over 1 year ago - Stars: 11 - Forks: 9

Bokang-ctrl/credit-card-segementation

credit card segmentation project to analyze and classify user behavior for targeted marketing strategies.

Language: Jupyter Notebook - Size: 4.02 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

MatteoM95/Default-of-Credit-Card-Clients-Dataset-Analisys

Analysis and classification using machine learning algorithms on the UCI Default of Credit Card Clients Dataset.

Language: HTML - Size: 25.2 MB - Last synced: 19 days ago - Pushed: 7 months ago - Stars: 13 - Forks: 6

ShantamGupta/Detection-of-Fake-News-Posts-on-Facebook

Detection of Fake News Posts on Facebook

Size: 2.82 MB - Last synced: 2 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

Shanmukhi1920/Song_Genre_Classification

An Interactive Web Application to classify song genres based on audio features.

Language: Jupyter Notebook - Size: 2.21 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

haniye6776/feature-issues

In this project I want to show the effect of feature extraction, feature selection, etc. on results of different models

Language: Jupyter Notebook - Size: 342 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

hari255/Statistical-Analytics

"Welcome to my GitHub repository! Here, you'll find a hub of projects and code dedicated to the fascinating world of statistical analytics. From crunching numbers to extracting meaningful insights, join me on a journey through the realm of data-driven decision-making. Let's explore the power of statistics together!"

Language: Jupyter Notebook - Size: 2.12 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

bkrai/Top-10-Machine-Learning-Methods-With-R

Includes top ten must know machine learning methods with R.

Size: 70.3 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 73 - Forks: 65

LahiruJayasinghe/machine-failure-detection

PCA and DBSCAN based anomaly and outlier detection method for time series data.

Language: Python - Size: 14.9 MB - Last synced: 24 days ago - Pushed: over 5 years ago - Stars: 42 - Forks: 11

GeeKboy2/PCA__3D-and-from-scratch__Principal-Component-Analysis

In this project, I will be implementing Principal Component Analysis (PCA) from scratch on an ecological footprint consummation database for countries and a three-dimensional scale using a movie database. The goal of this project is to gain a deeper understanding of PCA and to demonstrate its capabilities in exploring complex datasets.

Language: Jupyter Notebook - Size: 11.7 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

rmnskb/pca-project

Developing a backend - frontend application for identifying and analysing risk sources on capital markets

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Anamicca23/Obesity-Risk-Level-Prediction--Project-using-ML

Advancing Healthcare with 91% Accurate Prediction of Obesity Risk Levels Using XGBoost ,LightGBMand CatBoostClassifier Model

Language: Jupyter Notebook - Size: 86.7 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 2 - Forks: 1

paolomaccallini-hub/PCA

It performs principal component analysis (PCA) on a three dimensional normal random vector with covariance matrix specified by the user. It plots data, central ellipsoid, and the projections on the three central planes. For didactic purposes. GNU Octave.

Language: MATLAB - Size: 18.6 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

tanyakuznetsova/Music_Mental_Health

Harnessing music's power for better mental health: genre recommendations and data-driven analysis of listeners' trends

Language: Jupyter Notebook - Size: 3.27 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

JustinaZ/pcaReduce

Code to support: "pcaReduce: hierarchical clustering of single cell transcriptional profiles"

Language: R - Size: 2.94 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 19 - Forks: 11

yujansaya/kaggle_customer_segmentation

Mall Customer Segmentation Data

Language: Jupyter Notebook - Size: 1.82 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

LeonardoSaccotelli/Numerical-Methods-For-Computer-Science

Basic and advanced linear algebra and numerical problems, numerical algorithms, and techniques with multiple applications in the field of Computer Science.

Language: Jupyter Notebook - Size: 17.4 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

KirthanaShri/Room-Occupancy-Estimation_ML_Project

Language: Jupyter Notebook - Size: 3.52 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

Kishawn-Dorman/Student-and-Client-Satisfaction-Report

first business data analysis - factors affecting student satisfaction and bank clients

Language: R - Size: 2.36 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 1

luisafernandarj/electronic_nose_for_triatomines

Smelling bugs with an Electronic Nose

Size: 0 Bytes - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

sumanghosh1999/Semiconductor-Process-Control-ECE6455-A

Semiconductor Process Control (ECE6455-A) @ Georgia Institute of Technology, Atlanta, GA, USA

Language: Jupyter Notebook - Size: 5.32 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0