MachineLearning_Lab
MachineLearning_Lab copied to clipboard
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...
Demo list
- 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