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value-iteration-algorithm

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jayshah19949596 / Machine-Learning-Models

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Decision Trees, Random Forest, Dynamic Time Warping, Naive Bayes, KNN, Linear Regression, Logistic Regression, Mixture Of Gaussian, Neural Network, PCA, SVD, Gaussian Naive Bayes, Fitting Data to Gaussian, K-Means

neural-network random-forest linear-regression machine-learning-algorithms naive-bayes-classifier supervised-learning gaussian-mixture-models logistic-regression kmeans decision-trees knn principal-component-analysis dynamic-time-warping kmeans-clustering em-algorithm kmeans-algorithm singular-value-decomposition knn-classification gaussian-classifier value-iteration-algorithm
  • Updated May 15, 2017
  • MATLAB

milaan9 / Machine_Learning_Algorithms_from_Scratch

Star 182

This repository explores the variety of techniques and algorithms commonly used in machine learning and the implementation in MATLAB and PYTHON.

data-science machine-learning random-forest machine-learning-algorithms naive-bayes-classifier decision-trees fitting-algorithm dynamic-time-warping machine-learning-python singular-value-decomposition value-iteration-algorithm frequentist-methods error-functions gaussian-naive-bayes machine-learning-matlab python4datascience tutor-milaan9 matlab4datascience
  • Updated Dec 9, 2022
  • Jupyter Notebook

krichelj / AI_BGU_2021

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Artificial Intelligence course, Computer Science M.Sc., Ben Gurion University of the Negev, 2021

computer-science machine-learning reinforcement-learning ai deep-learning bayesian-network artificial-intelligence markov-decision-processes minimax-algorithm kruskal-algorithm prim-algorithm heuristic-search-algorithms bellman-equation value-iteration-algorithm a-star-algorithm minimal-spanning-tree game-theory-algorithms policy-iteration-algorithm
  • Updated Feb 12, 2023
  • Python

narenakash / Machine-Data-and-Learning

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TLDR: Generic Algorithms, Decision Trees, Value Iteration, POMDPs, Bias-Variance. Data preprocessing using statistical techniques and visualization is crucial to understand and analyze the data before utilizing them to train a machine learning model. Several fundamental techniques for preprocessing are presented here.

machine-learning genetic-algorithm data-preprocessing markov-decision-processes pomdp value-iteration-algorithm bias-variance-tradeoff
  • Updated May 2, 2020
  • Python

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