The blog is still under construction. If you have any questions, please contact me via e-mail: jzni132134@gmail.com
My blogs mainly cover cognitive neuroscience and data science. The content is mainly some notes I took during the learning process.
Featured Recently
Blog Posts
Machine Learning
Machine Learning
Permutation Test，Bootstrap and Mote Carlo Method
Permutation Test
Decision Map
GBDT Note
Linear Regression with MSE
Linear Regression with MLE
Bayes with a binary hidden state
Optimization
Regularization
Gradient Descent and AutoGrad
Choose Activation Function
Gradient Descent and AutoGrad
Cross-Entropy Loss
Singular Value Decomposition (SVD)
S4: SHAP Values ——Understand individual predictions
S3: Partial Dependence Plots —— How does each feature affect your predictions?
S2: Permutation Importance
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