Samuela31/Data-Mining-and-Analysis-Laboratory

Data mining lab exercises using Python to implement data mining algorithms and Weka tool for analysis as part of laboratory course in semester 5 of college.

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arbinzaman/Data-Mining

This is repository is for data mining .Multiple recommendation system will build here

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JunsuGun/Naive_Bayes_Implementation

Implement a Naive Bayes Classifier from scratch using Bayesian statistics to predict Boston house classifications. 📊🏠 Tools include Pandas, Numpy, and Scikit-Learn.

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yueliu1999/Awesome-Deep-Graph-Clustering

Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).

Language: Python - Size: 1.01 MB - Last synced at: 14 days ago - Pushed at: 2 months ago - Stars: 924 - Forks: 150

Soullevram/CART

Tree-based data mining algorithmic model for body weight prediction in indigenous Nigerian goat breeds

Language: C - Size: 9.77 KB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 0 - Forks: 0

rainman226/holte-1r

An implementation of Holte's 1R discretizer

Language: Python - Size: 8.79 KB - Last synced at: 23 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

Desbordante/desbordante-core

Desbordante is a high-performance data profiler that is capable of discovering many different patterns in data using various algorithms. It also allows to run data cleaning scenarios using these algorithms. Desbordante has a console version and an easy-to-use web application.

Language: C++ - Size: 146 MB - Last synced at: 28 days ago - Pushed at: about 1 month ago - Stars: 406 - Forks: 76

gbroques/naive-bayes

A Python implementation of Naive Bayes from scratch.

Language: Python - Size: 61.5 KB - Last synced at: 6 days ago - Pushed at: over 7 years ago - Stars: 39 - Forks: 27

shubhro2002/Market-Basket-Analysis

Using different Association Rule Mining Algorithms to establish rules between item(s) from a transactional data. 3 different algorithms were used to generate itemsets and generate candidate rules from them based on certain metrics. Link to the dataset is given below.

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IBM/AutoMLPipeline.jl

A package that makes it trivial to create and evaluate machine learning pipeline architectures.

Language: Julia - Size: 23.6 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 363 - Forks: 28

jacksonpradolima/gsp-py

GSP (Generalized Sequence Pattern) algorithm in Python

Language: Python - Size: 130 KB - Last synced at: 26 days ago - Pushed at: 27 days ago - Stars: 38 - Forks: 22

habedi/graphina

A graph data science library for Rust :crab:

Language: Rust - Size: 57.6 KB - Last synced at: about 20 hours ago - Pushed at: 2 months ago - Stars: 54 - Forks: 5

shubhro2002/ECLAT-and-CLOSET-plus-Algorithms

The project focuses on exploring two specific Association Rule Mining Algorithms - ECLAT and CLOSET+. This is a continuation of Market Basket Analysis project. A transaction dataset has been used containing grocery data. Link to the dataset is given below.

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alexisfacques/node-apriori

Apriori Algorithm implementation in TypeScript / JavaScript.

Language: TypeScript - Size: 9.77 KB - Last synced at: 17 days ago - Pushed at: over 7 years ago - Stars: 9 - Forks: 3

acdmammoths/ROhAN-code

ROhAN: Row-Order Agnostic Null Models for Statistically-sound Knowledge Discovery

Language: Java - Size: 2.15 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 1

elki-project/elki

ELKI Data Mining Toolkit

Language: Java - Size: 55 MB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 813 - Forks: 325

cliffren/scSurvival

scSurvival is a new tool for survival analysis from single cell cohort dataset.

Language: Python - Size: 7.79 MB - Last synced at: 27 days ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

chgl16/data-mining-algorithm

:bar_chart: 数据挖掘常用算法：关联分析Apriori算法，数据分类决策树算法，数据聚类K-means算法

Language: Python - Size: 8.79 KB - Last synced at: 2 months ago - Pushed at: about 6 years ago - Stars: 25 - Forks: 7

MidoHossam14/DataMining-FinalProject

Hands on Data Mining & Analytics Algorithms

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closest-git/LiteMORT

A memory efficient GBDT on adaptive distributions. Much faster than LightGBM with higher accuracy. Implicit merge operation.

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datagram-db/knobab

Fast LTLf Log-SAT Solver with Data Payload!

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PetoLau/TSrepr

TSrepr: R package for time series representations

Language: R - Size: 837 KB - Last synced at: about 4 hours ago - Pushed at: about 5 years ago - Stars: 96 - Forks: 23

alexisfacques/node-fpgrowth

FPGrowth Algorithm implementation in TypeScript / JavaScript.

Language: TypeScript - Size: 25.4 KB - Last synced at: 15 days ago - Pushed at: about 7 years ago - Stars: 19 - Forks: 0

InPhyT/IMDb_Sentiment_Analysis_BERT

BERT Sentiment Classification on the IMDb Large Movie Review Dataset.

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sandipan211/Coding-assignments

Coding assignments done during B.Tech (2015-2019) at IIEST, Shibpur, and during Ph.D. at IIT Guwahati (2019-present)

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thacyano15/Mining

The process of creating new blocks

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twinklehoy/TOPKFI

This repo contains a project assignment for the course Dati e Algoritmi AA 2022-23

Language: Java - Size: 13.7 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

eduardosantoshf/most-frequent-itemsets 📦

MDLE First Assignment - The objective of this project was to implement the A-Priori algorithm to obtain the most frequent itemsets for a list of conditions for a large set of patients, obtaining then associations between conditions by extracting some rules, and also to implement and apply LSH to identify similar news articles from a dataset.

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shubhamjha97/hierarchical-clustering

A Python implementation of divisive and hierarchical clustering algorithms. The algorithms were tested on the Human Gene DNA Sequence dataset and dendrograms were plotted.

Language: Python - Size: 2.28 MB - Last synced at: 4 months ago - Pushed at: over 4 years ago - Stars: 83 - Forks: 31

andi611/Apriori-and-Eclat-Frequent-Itemset-Mining

Implementation of the Apriori and Eclat algorithms, two of the best-known basic algorithms for mining frequent item sets in a set of transactions, implementation in Python.

Language: Python - Size: 4.05 MB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 48 - Forks: 19

Vikrantnikumbhe/CRM_TMA

Development and deployment of next generation customer relationship management tool in product based supply chain.

Language: HTML - Size: 76 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 1

burcuyesilyurt/ABCDEatsInc_DM

Customer Segmentation Project

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mnadeemasghar/compare

Compare is opensource multi tool idea. Currently Daraz Product Data Extraction tool is available soon more tools are comming. Feel free to join the community.

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AAAA-source/MBTI-Predict

predict author's MBTI through text

Language: Python - Size: 57.2 MB - Last synced at: 4 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

PhuocPhat1005/Intro2DataMining

This is the course of DATA MINING & ITS APPLICATIONS - CSC14004.

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Avinash793/FPGrowth-and-Apriori-algorithm-Association-Rule-Data-Mining

Implementation of FPTree-Growth and Apriori-Algorithm for finding frequent patterns in Transactional Database.

Language: Python - Size: 3.1 MB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 31 - Forks: 25

wanxinhang/Awesome-Continual-Multi-view-clustering

Awesome Continual Multi-view Clustering is a collection of SOTA, novel continual multi-view clustering methods (papers, codes).

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elequaranta/MS-GSP-Algorithm Fork of Aarsh2101/MS-GSP-Algorithm

Assignment for class Data Mining and Text Mining; University of Illinois at Chicago (Fall 2023); 1st year of Master's Degree in Computer Science coursework.

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deeprob/pyrarecomb

Pythonic version of RareComb

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IftekherAziz/Causality-Mining

Data Mining

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Dentrax/Data-Mining-Algorithms

Data Mining Algorithms with C# using LINQ

Language: C# - Size: 91.8 KB - Last synced at: 3 months ago - Pushed at: over 7 years ago - Stars: 42 - Forks: 20

kkrusere/Market-Basket-Analysis-on-the-Online-Retail-Data

The project dives into transaction records of an online retail business to uncover hidden relationships between products. The overall goal is a data-driven approach to enhance the customer shopping experience, improve loyalty, boost profitability, tailor marketing strategies, and optimize inventory management via strategic business decisions.

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acdmammoths/alice

MCMC algorithms to sample random bipartite graphs with given left and right degree sequences and BJDM.

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SamanehSaadat/ExplainingDifferencesInDiscreteSequences

Explaining Differences in Classes of Discrete Sequences

Language: Python - Size: 11.7 KB - Last synced at: 3 months ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 0

chetandudhane/data-mining

This project involves Clustering of Bank Customers and Predicting Insurance claims.

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shimonyagrawal/Data-Mining-for-Airbnb-Listings

This repository contains coursework for the Data Mining course in the MS Applied Business Analytics program at Boston University.

Language: R - Size: 310 KB - Last synced at: 6 months ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 1

Jensen-holm/Numpy-Neuron

Simple feed forward neural network API built from scratch in Numpy

Language: Python - Size: 1.29 MB - Last synced at: 19 days ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

wanxinhang/Awesome-Semi-supervised-Multi-view-classification

Awesome Semi-supervised Multi-view Classification is a collection of SOTA, novel semi-supervised multi-view classification methods (papers, codes).

Language: Python - Size: 52.7 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 6 - Forks: 0

JennyKozi/Data_Mining

Process datasets: 1) Best Books 2) Marketing Campaign

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jElhamm/Linear-Discriminant-Analysis-Data-Mining

"This repository contains implementations of Linear Discriminant Analysis (LDA) algorithms for data mining tasks. Linear Discriminant Analysis is a dimensionality reduction technique used to find a linear combination of features that characterizes or separates classes of data."

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NeginSal/RapidMiner-decision-tree

RapidMiner-DataMinig

Size: 701 KB - Last synced at: 4 months ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

andi611/Naive-Bayes-and-Decision-Tree-Classifiers

Naive Bayes and Decision Tree Classifiers implemented with Scikit-Learn and Graphviz visualization (Datasets - News, Mushroom, Income)

Language: Python - Size: 16.5 MB - Last synced at: 4 months ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 2

dj-riley/harley-dealership-mining 📦

Data mining US Harley Davidson dealership information

Language: Python - Size: 6.07 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

ocramz/decision-trees

Language: Haskell - Size: 116 KB - Last synced at: 3 months ago - Pushed at: almost 7 years ago - Stars: 5 - Forks: 2

shanujshekhar/Emotion_Recognition

This project titled “Emotion Recognition for Real-Time Feedback” performs facial expression analysis in near real-time from a live webcam feed. It classifies human expressions into 8 different classes (Happy, Sad, Angry, Contempt, Disgust, Fear, Surprise, Neutral).

Language: Python - Size: 133 MB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 1

J41R0/PyFCM

Fuzzy cognitive maps python library

Language: Python - Size: 337 KB - Last synced at: 15 days ago - Pushed at: over 3 years ago - Stars: 12 - Forks: 2

EnkiDoctor/Movielens_Recommender_System_github

The implementation and comparison of recommender algorithms

Language: HTML - Size: 235 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

VaibhavAbhimanyooHiwase/Risk_Calculation_using_Backward_Elimination_Algorithm_in_Life_Insurance

Implementation of backward elimination algorithm used for dimensionality reduction for improving the performance of risk calculation in life insurance industry.

Language: Python - Size: 8.22 MB - Last synced at: 7 months ago - Pushed at: almost 7 years ago - Stars: 12 - Forks: 6

davmaene/id3-algo

Language: JavaScript - Size: 95.7 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

AgungPramono/Product-Defect-Prediction-RL

Simulasi algoritma Regresi Linear untuk prediksi cacat software

Language: Java - Size: 32.2 KB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 1

Eng-ZeyadTarek/data-mining-dojo

Implementations of data mining techniques using machine learning and deep learning models.

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madhavsankar/ECE219-Large-Scale-Data-Mining

Language: Jupyter Notebook - Size: 38.9 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

l0g1c-80m8/data-mining-assignments

Repo to contain the assignments for DSCI 553: Foundations and Applications of Data Mining course at USC

Language: Python - Size: 34.6 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

Prograf-UFF/SCIM

Here you find the official implementation of the Spatial Contextualization for Closed Itemset Mining (SCIM) algorithm.

Language: C++ - Size: 839 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 2

pavanrshankar/DocumentClassifier

Classification of Research Papers in PDF format using Tf-Idf

Language: Java - Size: 3.36 MB - Last synced at: over 1 year ago - Pushed at: about 9 years ago - Stars: 0 - Forks: 1

pavanrshankar/ParallelFPMining

FP-Growth and Grouping using Spark

Language: Java - Size: 27.3 KB - Last synced at: over 1 year ago - Pushed at: over 8 years ago - Stars: 0 - Forks: 1

roland-KA/OneRule.jl

Implementation of the 1-Rule data mining algorithm using the Julia programming language

Language: Julia - Size: 66.4 KB - Last synced at: 4 days ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0

kushalsubedi/Data_Mining

Implementation of Data-mining and Machine learning algorithms from Scratch and using Frameworks as well

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igarleni/Imbalanced-Data-analysis-with-R---First-steps

Learning how to analyze imbalanced Data, implementing SMOTE and using unbalanced R package

Language: R - Size: 897 KB - Last synced at: over 1 year ago - Pushed at: over 8 years ago - Stars: 2 - Forks: 0

Anveshika06/EATON-Hackathon

A 3-phased data mining-based project for Market Basket Analysis, customer segmentation, and extensive data analysis using the tool power B.I.

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syntnc/Data-Mining-and-Warehousing

Data Mining algorithms for IDMW632C course at IIIT Allahabad, 6th semester

Language: Python - Size: 4.96 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 22 - Forks: 13

regaagassi22/Data_Mining_Algorithms

Data Mining by Rega

Size: 2.93 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

MovieTone/AprioriAlgorithmGUI

Apriori algorithm with GUI in Java (Data mining algorithm visualization)

Language: Java - Size: 21.5 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

idealase/data_mining-play

sloppy python implementations of dm algorithms

Language: Jupyter Notebook - Size: 39.1 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

Talia178/RegressionModel_Flight_Ticket_Price_Prediction

Using Random Forest regression model in both Python & R for flight ticket price prediction

Language: Jupyter Notebook - Size: 194 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

xvxvdee/CPS844_Assignment

This repo contains a data analysis project on obesity levels in young adults based on eating habits and physical conditions. The project uses various machine learning models such as decision trees, naive Bayes, KNN, perceptron, K-means, linear regression, and logistic regression to classify and cluster the data.

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Bennyhwanggggg/Data-Mining-of-Australian-Address-Parsing

Viterbi Algorithm for Address Parsing - University of New South Wales Data Mining and Warehousing Project

Language: Python - Size: 403 KB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 1

LisaLi525/Basket-Analysis-Data-Mining

This Market Basket Analysis project in Python/R offers a versatile solution for uncovering purchasing patterns from transactional data. Utilizing powerful libraries like pandas, sqlalchemy, and mlxtend, it's ideal for businesses seeking to enhance marketing strategies and boost sales through data-driven insights.

Size: 11.7 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Hninyeeko/cs131

CS 131: Processing Big Data

Language: Gnuplot - Size: 1.62 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

silenceu/trackrecognition

鼠标轨迹识别

Language: Python - Size: 6.3 MB - Last synced at: over 1 year ago - Pushed at: about 8 years ago - Stars: 20 - Forks: 11

emrancub/Design-and-Implementation-of-a-Diabetic-Disease

Design and Implementation of a Diabetic Disease Identification Algorithm Based on Data Mining. This one is developed as part of a Master's thesis project at Northeastern University, China. This project is supervised by Professor Chen Dongming.

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RampageousRJ/CCE-DMPA-Lab

Code Repository for CCE 5th Semester Data Mining and Predictive Analysis Lab, MIT Manipal.

Language: Java - Size: 4.41 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

mghorbani2357/TT-Miner-Topology-Transaction-Miner-for-Mining-Closed-Itemset

Language: Python - Size: 28 MB - Last synced at: 3 months ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

jaejungscene/Data-Mining

Project: Content-based Book Recommendation System || Practice: pyspark, data mining algorithms

Language: Python - Size: 225 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

jjboo/simpath-results

Results sharing for SimPath algorithm for Influence Maximization

Size: 43 KB - Last synced at: over 1 year ago - Pushed at: about 8 years ago - Stars: 4 - Forks: 1

Wangxh329/Large-Scale-Data-Mining

These are some course projects for ECE 219 @ UCLA.

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vaitybharati/Assignment-09-Association-Rules-Data-Mining-my_movies-

Assignment-09-Association-Rules-Data-Mining-my_movies. Apriori Algorithm. Association rules with 10% Support and 70% confidence. Association rules with 5% Support and 90% confidence. Lift Ratio > 1 is a good influential rule in selecting the associated transactions. Visualization of obtained rule.

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vaitybharati/Assignment-08-PCA-Data-Mining-Wine-

Assignment-08-PCA-Data-Mining-Wine data. Perform Principal component analysis and perform clustering using first 3 principal component scores (both heirarchial 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 who shows it has 3 clusters)

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vaitybharati/Assignment-09-Association-Rules-Data-Mining-Groceries-

Association Rules Data Mining (Groceries). Converting the data frame into a list of lists, Using Transactionencoder to transform this dataset into a logical data frame, Building the data frame: rows are logical and columns are the items that have been purchased, Print Column names, We need to drop nan column from the data frame, Most popular items, Top 10 Popular items, Barplot visualization of popular items, Apriori Algorithm: Association rules with 5% Support and 70% confidence, Association rules with 1% Support and 80% confidence, Visualization of obtained rule.

Language: Jupyter Notebook - Size: 68.4 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 1

prathmachowksey/Clustering

Implementation of K-means, Hierarchical and DBSCAN clustering algorithms in python

Language: Jupyter Notebook - Size: 3.91 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

rosdyana/SPMF

SPMF is an open-source data mining mining library written in Java, specialized in pattern mining (the discovery of patterns in data) .

Language: Java - Size: 12.5 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 1

amandaay/CS6220DataMining

Data Mining

Language: Jupyter Notebook - Size: 5.92 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

thiagoguarnieri/data-mining-r

A set of scripts for data mining in R that I use frequetly in my research

Language: R - Size: 8.79 KB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

PSNAppz/Machine-Learning-and-Data-Mining-Algorithms

Machine Learning Algorithms Python [In Active Development]

Language: Python - Size: 16 MB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 14 - Forks: 5

ShreyPatel4/Advanced-Data-Predictive-Analytics

Advanced analytics which is used to make predictions about unknown Test-Cases From Test-Data. Predictive analytics uses many techniques from data mining, statistics, modeling, machine learning, and artificial intelligence to analyze current data to make predictions about Test-Data

Language: Jupyter Notebook - Size: 14.6 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

Sitaras/Data-Mining

Project 1: 🎬🍿 Movie-Recommendation-System, Project 2: 📰🔍Fake News Detection System

Language: Jupyter Notebook - Size: 9.3 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 0

Nismirno/apriori-hash

Apriori algorithm using hash tree

Language: C++ - Size: 9.77 KB - Last synced at: almost 2 years ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0

Neyen108/data-mining-algos

An Implementation of Data Mining Algorithms, namely K-Means, DBScan, OPTICS.

Language: Python - Size: 3.91 KB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

Four-af/Data-Mining-Lab

Programs covered in Data Mining Lab (CEN-791)

Language: Python - Size: 19.5 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

dante-cmd/-Relationship-between-web-pages

The goal is finding the relationship between web pages using Association Pathern Mining

Language: Jupyter Notebook - Size: 1.84 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0