This is my individual notes, offer reference only.


Latest Posts

梯度消失

Sep 14, 2016

Support Vector Machine

Jun 25, 2016

ROC and AUC

Jun 23, 2016

Latent Dirichlet Allocation

Jun 22, 2016

Probabilistic Latent Semantic Analysis

Jun 21, 2016

Expectation Maximization

Jun 20, 2016

Naive Bayes Classifier

Jun 19, 2016

Feedforward Neural Network

Jun 18, 2016

Bias-Variance Decomposition

Jun 18, 2016

K-Means

Jun 17, 2016

Density Based Spatial Clustering of Applications with Noise

Jun 16, 2016

Gradient Boosting Decision Tree

Jun 14, 2016

Bagging and Random Forest

May 21, 2016

Decision Tree

May 20, 2016

LinUCB

May 19, 2016

Bayesian Linear Regression

May 18, 2016

Multi-Armed Bandit

May 16, 2016

Newton Method

May 14, 2016

Factorization Machine

May 14, 2016

Spherical Hashing for Large Scale KNN

May 14, 2016

word2vec

May 14, 2016

Isolation Forest

May 14, 2016

t-Distributed Stochastic Neighbor Embedding

May 14, 2016

Principal Components Analysis

May 7, 2016

Singular Value Decomposition

Mar 25, 2016

Logistic Regression

Feb 18, 2016