optics-clustering

There are 0 repository under optics-clustering topic.

dvida / cyoptics-clustering
Fast OPTICS clustering in Cython + gradient cluster extraction
clustering-algorithm python cython optics-clustering dbscan-clustering clustering-methods
Language:Jupyter Notebook 29
eren-ck / st_optics
ST-OPTICS: Spatio-temporal clustering based on OPTICS
spatio-temporal-analysis spatio-temporal clustering spatio-temporal-modeling spatio-temporal-data optics optics-clustering
Language:Python 18
Aditi-Singla / Data-Mining
Data Mining course projects
frequent-itemset-mining frequent-subgraph-mining dbscan-clustering optics-clustering kmeans-clustering fptree apriori-algorithm
Language:C++ 6
vaibhavbhagee / Data-Mining
Data Mining course projects
frequent-itemset-mining frequent-subgraph-mining dbscan-clustering optics-clustering kmeans-clustering fptree apriori-algorithm graph-classification outlier-detection data-stream-processing gspan-algorithm fsg
Language:C++ 5
ankitaggarwal011 / horsefly
Coordinated logistics with a truck and a drone
algorithm autonomous-vehicles clustering delivery drones html5 html5-canvas javascript kdtree kmeans-clustering logistics nearest-neighbor-search optics-clustering truck visualization
Language:JavaScript 4
mdshihabullah / federated-predicted-euclidean-distance
Calculating pairwise euclidean distance matrix for horizontally partitioned data in federated learning environment
federated-learning euclidean-distance machine-learning pearson-correlation spearman-rank-correlation k-medoids-clustering optics-clustering
Language:Python 3
navreeetkaur / data-mining-assignments
Assignments of the Data Mining course COL761(2018-19) @ IIT Delhi
data-mining data-mining-algorithms clustering graph-mining frequent-pattern-mining assignments kmeans-clustering dbscan-clustering optics-clustering apriori-algorithm gspan-algorithm gaston fsg fsm
Language:Shell 3
guglielmosanchini / ClustVizGUI
GUI version of https://github.com/guglielmosanchini/ClustViz
clustering clustering-algorithm visualization optics-clustering chameleon denclue dbscan-clustering birch agglomerative-clustering hdbscan clarans hierarchical-clustering gui metis
Language:HTML 2
AkalyaAsokan / KMeans-DBSCAN-and-OPTICS-Clustering
Data Mining Applied to Oil Well Using K-means and DBSCAN (A Research Paper Implementation along with OPTICS and PCA)
machine-learning clustering dbscan-clustering optics-clustering pca kmeans-clustering datamining
Language:R 1
ccmkaaa / Python-Analysis-Clusterization-and-Classification
Iris dataset
classification clustering dbscan-clustering k-means-clustering python bootstrap cross-validation-score elbow-method iris-dataset jackknife optics-clustering random-forest random-forest-classifier silhouette-score spectral-clustering svm-classifier
Language:Jupyter Notebook 1
jermynyeo / Predict-Automobile-Insurance-Prices
All-in-1 notebook which applies different clustering (K-means, hierarchical, fuzzy, optics) and classification (AdaBoost, RandomForest, XGBoost, Custom) techniques for the best model.
k-means-clustering hierarchical-clustering fuzzy-clustering optics-clustering adaboost-classifier random-forest xg-boost silhouette-score
Language:Jupyter Notebook 1
Michael-Gkotsis / Optics
An implementation of OPTICS Algorithm
machine-learning machine-learning-algorithms optics optics-clustering data-clustering data-clustering-algorithm noise-detection outlier-detection c-algorithms clustering-algorithm
Language:C 1
MrEliptik / DMFinalProject
Final project for Data Mining course : Using OPTICS on 2 datasets
clustering datamining optics-clustering python
Language:Python 1
paoloinglese / 3D_DESI
MATLAB scripts for the paper "Deep learning and 3D-DESI imaging reveal the hidden metabolic heterogeneity of cancer"
desi-msi mass-spectrometry imaging tumour dimensionality-reduction clustering tsne parametric-tsne optics optics-clustering dbscan-clustering
Language:MATLAB 1
Sarvandani / Machine_learning_9_algorithms_of_clustering
Sklearn, K-means Clustering, Hierarchical Clustering, DBSCAN, Mean Shift Clustering, Gaussian Mixture Models (GMM), Spectral Clustering, Affinity Propagation, OPTICS (Ordering Points to Identify the Clustering Structure), Birch (Balanced Iterative Reducing and Clustering using Hierarchies), marketing_campaign
affinity-propagation birch-clustering clustering-algorithm dbscan-clustering gaussianmixture-clustering hierarchical-clustering k-means-clustering machine-learning mean-shift optics-clustering spectral-clustering marketing
Language:Jupyter Notebook 1
tboudart / Tanzanian-Water-Pumps-Clustering-and-Classification
For this group project, I performed cluster analysis and classification using Python to predict one of three classes for water pumps; functional, functional but needs repair, and non-functions. I used clustering to find hidden data structures to exploit for fitting individual classification techniques with better results than using the entire dataset. Unfortunately, k-means clustering, DBSCAN, hierarchical clustering, nor OPTICS produced well-defined clusters. The entire dataset was therefore used for fitting classification algorithms. The two classification techniques I was responsible for were k-nearest neighbors and stacked generalization ensemble. For the latter, I combined the best models each group member developed. All the models had a hard time predicting the functional but need repair class. My best model was only able to achieve an accuracy of 76%.
classification-algorithms cluster-analysis dbscan-clustering hierarchical-clustering jupyter-notebooks k-nearest-neighbor-classifier kmeans-clustering matplotlib numpy optics-clustering pandas pca pickle python scikit-learn stacking-ensemble warnings
Language:Jupyter Notebook 0
Alex-Mak-MCW / Clustering-Algorithms-Analysis-Project
Personal research project on examining different types of clustering algorithms, as well as investigate their impact when they are used in classification problem (cluster-based feature engineering)
classification clustering-algorithm dbscan-clustering gmm-clustering jupyter-notebook optics-clustering semi-supervised-learning
Language:Jupyter Notebook
keerti2001 / Density-Based-Place-Clusterig-Using-Geo-Social-Data
Implementation of Density-based clustering algorithms for Geo-social data
birch dbscan hdbscan kmeans-clustering optics-clustering python3
Language:Jupyter Notebook
lexxai / goit_python_ds_hw_06
Модуль 6. Навчання без вчителя. Кластерізація. KMeans. Principal Component Analysis
kmeans kmeans-clustering pca python scikit-learn hdbscan-clustering optics-clustering dbscan-clustering opentsne tsne
Language:Jupyter Notebook
Neyen108 / data-mining-algos
An Implementation of Data Mining Algorithms, namely K-Means, DBScan, OPTICS.
data-mining-algorithms dbscan-clustering kmeans-clustering optics-clustering
Language:Python

optics-clustering

dvida / cyoptics-clustering

eren-ck / st_optics

Aditi-Singla / Data-Mining

vaibhavbhagee / Data-Mining

ankitaggarwal011 / horsefly

mdshihabullah / federated-predicted-euclidean-distance

navreeetkaur / data-mining-assignments

guglielmosanchini / ClustVizGUI

AkalyaAsokan / KMeans-DBSCAN-and-OPTICS-Clustering

ccmkaaa / Python-Analysis-Clusterization-and-Classification

jermynyeo / Predict-Automobile-Insurance-Prices

Michael-Gkotsis / Optics

MrEliptik / DMFinalProject

paoloinglese / 3D_DESI

Sarvandani / Machine_learning_9_algorithms_of_clustering

tboudart / Tanzanian-Water-Pumps-Clustering-and-Classification

Alex-Mak-MCW / Clustering-Algorithms-Analysis-Project

keerti2001 / Density-Based-Place-Clusterig-Using-Geo-Social-Data

lexxai / goit_python_ds_hw_06

Neyen108 / data-mining-algos