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Python package for point cloud registration using probabilistic model (Coherent Point Drift, GMMReg, SVR, GMMTree, FilterReg, Bayesian CPD)
Created
2019-01-07
275 commits to master branch, last one 7 months ago
Python machine learning applications in image processing, recommender system, matrix completion, netflix problem and algorithm implementations including Co-clustering, Funk SVD, SVD++, Non-negative Ma...
dbscan
naive-bayes
em-algorithm
newton-method
factor-analysis
lasso-regression
ridge-regression
k-nearest-neighbors
batch-gradient-descent
low-rank-approximation
support-vector-machine
multinomial-naive-bayes
expectation-maximization
latent-semantic-analysis
stochastic-gradient-descent
linear-discriminant-analysis
singular-value-decomposition
independent-component-analysis
sequential-minimal-optimization
expectation-maximization-algorithm
Created
2018-04-05
345 commits to master branch, last one 2 years ago
Python implementation of EM algorithm for GMM. And visualization for 2D case.
Created
2020-06-04
10 commits to master branch, last one about a year ago
AI Learning Hub for Machine Learning, Deep Learning, Computer Vision and Statistics
statistics
deep-learning
learningnotes
regularization
svm-classifier
learning-theory
generative-model
machine-learning
k-means-clustering
deep-neural-networks
discriminant-analysis
variational-inference
gaussian-mixture-models
machine-learning-algorithms
perceptron-learning-algorithm
expectation-maximization-algorithm
Created
2018-12-27
138 commits to master branch, last one 4 years ago