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Top 5 data-mining-algorithms open source projects

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

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

✭ 19

python data-science data-mining fp-growth hashtable association-rules data-mining-algorithms frequent-pattern-mining fp-tree apriori-algorithm association-analysis hashtree retail-data fptree basket-data chess-data fptree-algorithm transactional-database

NIDS-Intrusion-Detection

Simple Implementation of Network Intrusion Detection System. KddCup'99 Data set is used for this project. kdd_cup_10_percent is used for training test. correct set is used for test. PCA is used for dimension reduction. SVM and KNN supervised algorithms are the classification algorithms of project. Accuracy : %83.5 For SVM , %80 For KNN

✭ 45

python data-science machine-learning data-mining svm pca ids intrusion-detection dimensionality-reduction data-mining-algorithms knn intrusion-detection-system kdd99 kdd-dataset

Data-Mining-and-Warehousing

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

✭ 19

python data-mining naive-bayes-classifier apriori fp-growth data-mining-algorithms decision-tree fp-tree apriori-algorithm iiit iiit-allahabad iiita warehousing fp-growth-algorithm warehousing-course

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.

✭ 36

python data-mining gpu gcc transaction cuda plot transactions gpu-acceleration apriori frequent-itemset-mining data-mining-algorithms frequent-pattern-mining apriori-algorithm frequent-itemsets pycuda gpu-programming eclat eclat-algorithm

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.

✭ 62

python data-mining clustering data-mining-algorithms hierarchical-clustering agglomerative-clustering dendrogram divisive-clustering

1-5 of 5 data-mining-algorithms projects