- Least Square Method.
- Gradient Descent
- Newton's Method
- Hierarchy Cluster
- KNN
- Markov
- Adaboost
- Random Number Generation(all kinds of distributions)
- N Sigma outlier detection
- outlier detection based on median
- FFT outlier detection
- DBSCAN
- Kmeans
- Naive Bayes
- perceptron
- reinforcement learning
-
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Code lab for machine learning. Including Least Square Method,Gradient Descent,Newton's Method,Hierarchy Cluster,KNN,Markov,Adaboost,Random Number Generation(all kinds of distributions),N Sigma outlier detection,outlier detection based on median,FFT outlier detection,DBSCAN,Kmeans,Naive Bayes,perceptron,reinforcement learning.
sea-boat/MachineLearning_Lab
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Code lab for machine learning. Including Least Square Method,Gradient Descent,Newton's Method,Hierarchy Cluster,KNN,Markov,Adaboost,Random Number Generation(all kinds of distributions),N Sigma outlier detection,outlier detection based on median,FFT outlier detection,DBSCAN,Kmeans,Naive Bayes,perceptron,reinforcement learning.
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