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sandipanpaul21 / Clustering-in-Python

Clustering methods in Machine Learning includes both theory and python code of each algorithm. Algorithms include K Mean, K Mode, Hierarchical, DB Scan and Gaussian Mixture Model GMM. Interview questions on clustering are also added in the end.

python clustering gaussian-mixture-models clustering-algorithm dbscan kmeans-clustering clustering-evaluation hierarchical-models hierarchical-clustering dbscan-clustering kmeans-algorithm clustering-coefficient clustering-validation clustering-methods dendogram dbscan-algorithm kmeans-analysis dbscan-clusters dbscan-clustering-algorithm k-mode

Updated Dec 9, 2021
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jeremy191 / clustering-based-anomaly-detection

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This clustering based anomaly detection project implements unsupervised clustering algorithms on the NSL-KDD and IDS 2017 datasets

anaconda clustering dataset kmeans-clustering lof anomaly-detection f1-score ids2017 normalized-mutual-info nsl-kdd isolation-forest missing-values onehot-encoder dbscan-algorithm clustering-algorithms min-max-scaler simple-imputer score-metrics

Updated Dec 5, 2019
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LiyangLingIntel / SparkDBSCAN

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MSBD5001 Big Data Computing Projects -- Algorithm Parallelization. Use PySpark APIs to implement DBSCAN algorithm.

spark clustering dbscan-algorithm algorithm-parallelization

Updated Aug 14, 2019
Jupyter Notebook

sidharth178 / Market-Segmentation-in-SBI-life-Insurance

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A machine learning clustering model for customer segmentation to define marketing strategy.

machine-learning segmentation gaussian-mixture-model spectral-clustering-algorithm k-means-clustering agglomerative-clustering dbscan-algorithm

Updated Jun 8, 2021
Jupyter Notebook

mesh-pch / DBSCAN

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Density Based Clustering of Applications with Noise (DBSCAN) and Related Algorithms in C++

c data-science algorithm cpp clustering kd-tree dbscan dbscan-clustering dbscan-algorithm meachine-learning

Updated Jul 8, 2020
C++

gis-ops / dbscan-clustering

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🌏 Colorful app to compute dbscan clusters with TurfJS powered by the almighty HERE Maps Places API.

react redux tutorial reactjs redux-store leaflet leaflet-map turf heremaps turfjs dbscan-clustering dbscan-algorithm dbscan-clusters compute-clusters

Updated Aug 20, 2019
JavaScript

FatemehGholamzadeh / Machine-Learning-Course-Assignments

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Assignments of Machine Learning Graduate Course - Spring 2021

python machine-learning reinforcement-learning deep-learning clustering regression mnist naive-bayes-classifier classification mnist-classification logistic-regression adaboost roc-curve kmeans-clustering hierarchical-clustering gradient-boosting deep-q-learning knn-classification random-forest-classifier dbscan-algorithm

Updated Nov 21, 2021
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elahe-dastan / shovel

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Digging for Data ⛏️

visualization machine-learning data-mining machine-learning-algorithms ml regression kmeans-clustering dbscan-clustering kmeans-algorithm titanic-dataset dbscan-algorithm

Updated Jun 8, 2021
HTML

FatemehGholamzadeh / Data-Mining-Course-Assignments

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Data Mining Course Assignments - Fall 2019

python dice machine-learning data-mining regression classification slice logistic-regression convolutional-neural-networks perceptron apriori association-rules fully-convolutional-networks apriori-algorithm perceptron-learning-algorithm dendrogram kmeans-clustering-algorithm association-rule-mining dbscan-algorithm perceptron-neural-networks

Updated Sep 29, 2021
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rwguerra / Machine-Learning-with-Python-IBM

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Coursera IBM ML course projects with notebooks

machine-learning coursera logistic-regression decision-trees svm-classifier knn-classification k-means-clustering dbscan-algorithm

Updated Oct 18, 2020
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himanshu-100 / DBSCAN-Clustering--With-Visual-Representation-

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An implementation of DBSCAN algorithm for clustering. This is made on 2 dimensions so as to provide visual representation. The repository consists of 3 files for Data Set Generation (cpp), implementation of dbscan algorithm (cpp), visual representation of clustered data (py).

visualization python cpp clustering dbscan-clustering dbscan-algorithm

Updated Apr 30, 2019
C++

willGuimont / DBSCAN

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DBSCAN in Python

python data-science clustering clustering-algorithm dbscan dbscan-clustering dbscan-algorithm dbscan-clustering-algorithm

Updated Jul 24, 2019
Python

Michael-Gkotsis / DBSCAN

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A Density-based spatial clustering of applications with noise implementation to C-languange

c machine-learning clustering machine-learning-algorithms outlier-detection clustering-algorithm dbscan noise-detection dbscan-clustering c-algorithms dbscan-algorithm

Updated Mar 20, 2019
C

l3lackcurtains / dbscan-cuda

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🍕 Massively parallel DBSCAN algorithm implemented in CUDA.

cuda cuda-kernels dbscan-algorithm cuda-programming

Updated Jul 21, 2020
Cuda

sumanismcse / DBSCAN-Clustering

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python machine-learning clustering machine-learning-algorithms machinelearning cluster-analysis clustering-algorithm dbscan dbscan-clustering clustering-methods dbscan-nodes dbscan-algorithm

Updated Aug 9, 2018
Python

Roshni1999 / Analysis-Interpretation-Of-Biological-Data-BT3041

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Course Assignments

mnist mlp dbscan-algorithm

Updated Jan 3, 2021
MATLAB

s-vatsal / ML-Capstone-Texas-Data-Analysis

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Provides insights on relocating to 2020s hotspot: Texas. Link to project report below.

web-scraping pca-analysis kmeans-clustering dbscan-algorithm choropleth-maps one-hot-encoding

Updated Mar 22, 2021
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l3lackcurtains / dbscan-cpu-variants

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💥 DBSCAN algorithm implemented in CPU with a brute force search algorithm and R tree algorithm.

cpp python3 dbscan rtree rtree-range-queries dbscan-algorithm

Updated Jun 1, 2021
C++

souravyuvrajj / cloud-computing

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working with amazons3 ,t2.micro Ubuntu instance, Amazon AutoScaling group, Map-Reduce and Parallelize the implementation of K-means and DBSCAN algorithm using Hadoop and Map reduce cluster

hadoop mapreduce boto3 autoscaling boto amazon-s3 dbscan-algorithm t2micro