PyTorch Variational Autoencoder 06-14-2024 06-14-2024 blog 19 minutes read (About 2921 words)Implementing Variational Autoencoder in PyTorch Deep Learning, Statistics, Probability, Mathematics, Bayesian Inference, PyTorch, Neural Network, Variational Autoencoder, VAE Read More
Variational Autoencoder 06-02-2024 06-02-2024 blog 26 minutes read (About 3899 words)Optimizing Probabilistic Models with Latent Variables Machine Learning, Statistics, Probability, Mathematics, Bayesian Inference, Variational Autoencoder, VAE Read More
Reparameterization Trick 05-08-2024 05-08-2024 blog 12 minutes read (About 1749 words)How Distribution of a Random Variable Changes when the Variable is Transformed in a Deterministic Way Deep Learning, Statistics, Probability, Mathematics, Jacobian, Variational Autoencoder Read More
Transformations of Random Variables 04-28-2024 04-28-2024 blog 6 minutes read (About 862 words)How Distribution of a Random Variable Changes When the Variable is Transformed in a Deterministic Way Statistics, Probability, Mathematics, Jacobian Read More
Marginal Likelihood Estimation 04-21-2024 04-21-2024 blog 7 minutes read (About 1093 words)Dealing with the Intractable Marginal Likelihood in Bayesian Inference Statistics, Probability, Mathematics, Bayesian Inference Read More
Expectation Maximization Algorithm 04-15-2024 04-15-2024 blog an hour read (About 6724 words)Optimizing Probabilistic Models with Latent Variables Statistics, Probability, Mathematics, Bayesian Inference Read More
《水浒传》一百零八将名字在原著中的出现频率 05-17-2023 05-17-2023 essay 22 minutes read (About 3359 words)谁是《水浒传》一百零八将中真正的主角和路人? Statistics, Novel Read More
Exponential Moving Average 01-26-2023 02-28-2023 blog 7 minutes read (About 1003 words)Neural Network Training Trick Improves Model Generalization Machine Learning, Deep Learning, Statistics, Mathematics Read More
NBA Cost-Effectiveness Ranking 08-04-2022 02-01-2024 project 12 minutes read (About 1746 words)The Most and Least Cost-Effective Players in the League NBA, Statistics Read More
California Crazy Neighbors - One-Sample Student's T-Test 06-19-2022 06-19-2022 blog 5 minutes read (About 700 words)Using My Personal Real Data to Test if California is Good for Living Statistics, California Read More