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Top 4 classifiers open source projects

Fast and accurate sequence demultiplexing

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C++python HTML shell c Makefile CSS autocomplete tagging sequencing barcode sam robust tag bam fastq multiplexing cram demultiplexing classifiers

dlime experiments

In this work, we propose a deterministic version of Local Interpretable Model Agnostic Explanations (LIME) and the experimental results on three different medical datasets shows the superiority for Deterministic Local Interpretable Model-Agnostic Explanations (DLIME).

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Jupyter Notebook python machine-learning random-forest scikit-learn neural-networks clusters knn lime classifiers explainable-ai explainable-ml xai heirarchical-clustering breast-cancer-dataset dlime

Trajectory-Analysis-and-Classification-in-Python-Pandas-and-Scikit-Learn

Formed trajectories of sets of points.Experimented on finding similarities between trajectories based on DTW (Dynamic Time Warping) and LCSS (Longest Common SubSequence) algorithms.Modeled trajectories as strings based on a Grid representation.Benchmarked KNN, Random Forest, Logistic Regression classification algorithms to classify efficiently t…

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python machine-learning random-forest dtw scikit-learn classification logistic-regression similarity-measures trajectory-analysis knn trajectory scikitlearn-machine-learning classifiers

Machine-Learning-Algorithms

All Machine Learning Algorithms

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Jupyter Notebook python clustering machine-learning-algorithms regression hacktoberfest classifiers

1-4 of 4 classifiers projects