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moon-hotel / MachineLearningWithMe

Star 270

A repository contains more than 12 common statistical machine learning algorithm implementations. 常见10余种机器学习算法原理与实现及视频讲解。@月来客栈 出品

python machine-learning clustering svm naive-bayes machine-learning-algorithms kd-tree pca self-training gbdt ensemble-learning cart adaboost hca knn decision-tree-classifier svm-classifier hierarchical-clustering dbscan-clustering
  • Updated Jan 16, 2025
  • Jupyter Notebook

sandipanpaul21 / Clustering-in-Python

Star 126

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 Aug 7, 2024
  • Jupyter Notebook

thomasnapier / LEAVES

Star 14

Streamline your ecoacoustic analysis with LEAVES, offering advanced tools for large-scale soundscape annotation and visualization. Join researchers and citizen scientists using LEAVES to analyze complex soundscapes faster and more accurately.

machine-learning annotation waveform python3 dimensionality-reduction soundscapes decision-support kmeans-clustering annotation-tool acoustics dbscan-clustering leaves ecoacoustics species-identification python-dash mel-frequency-cepstral-coefficients spectrograms soundscape-ecology
  • Updated Dec 4, 2024
  • Python

alifrmf / Customer-Segmentation-Using-Clustering-Algorithms

Star 13

Customer Segmentation Using Unsupervised Machine Learning Algorithms

python data-science data clustering exploratory-data-analysis machine-learning-algorithms feature-selection unsupervised-learning kmeans-clustering dbscan-clustering agglomerative-clustering feature-importance customer-segmentation cleaning-data hyperparameter-selection outlier-analysis hirarchical-clustering minibatchkmeans-clustering gaussian-mixture-clustering
  • Updated Jul 10, 2023
  • Jupyter Notebook

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