Caveats and Tricks

Implementing Variational Autoencoder in PyTorch

Optimizing Probabilistic Models with Latent Variables

How Distribution of a Random Variable Changes when the Variable is Transformed in a Deterministic Way

How Distribution of a Random Variable Changes When the Variable is Transformed in a Deterministic Way

Dealing with the Intractable Marginal Likelihood in Bayesian Inference

Optimizing Probabilistic Models with Latent Variables

谁是《水浒传》一百零八将中真正的主角和路人？

Neural Network Training Trick Improves Model Generalization

The Most and Least Cost-Effective Players in the League

Using My Personal Real Data to Test if California is Good for Living

Simple and Quick Understanding of Covariance and Pearson Correlation Coefficient