Archive

2024  3

December  1

Paper Note: LLM-as-a-judge Survey

December 15, 2024 · 29 min · 5966 words · Me

May  1

The LoRA Family

May 1, 2024 · 5 min · 898 words · Me

February  1

Paper Note: BLIP

February 16, 2024 · 2 min · 403 words · Me

2023  6

August  3

Paper Note: ALBEF

August 24, 2023 · 3 min · 638 words · Me

Paper Note: CLIP

August 15, 2023 · 3 min · 635 words · Me

Paper Note: Swin Transformer

August 10, 2023 · 3 min · 438 words · Me

July  2

Paper Note: Masked autoencoders(MAE) (very short)

July 10, 2023 · 2 min · 353 words · Me

Paper Note: ViT

July 6, 2023 · 1 min · 183 words · Me

February  1

Paper Note: Attention is All You Need

February 1, 2023 · 4 min · 699 words · Me

2022  1

December  1

Paper Note: BERT

December 2, 2022 · 4 min · 645 words · Me

2020  2

July  2

A/B Testing Final Project

July 3, 2020 · 10 min · 2035 words · Me

Study Notes of Udacity A/B Testing

July 3, 2020 · 35 min · 7355 words · Me

2019  12

July  1

Spark SQL & DataFrame, SparkETL

July 9, 2019 · 3 min · 484 words · Me

June  11

Study Note: Assessing Model Accuracy

June 17, 2019 · 5 min · 877 words · Me

Study Note: Clustering

June 15, 2019 · 5 min · 1036 words · Me

Study Note: Dimension Reduction - PCA, PCR

June 14, 2019 · 11 min · 2235 words · Me

Study Note: SVM

June 12, 2019 · 8 min · 1541 words · Me

Study Note: Resampling Methods - Cross Validation, Bootstrap

June 12, 2019 · 4 min · 819 words · Me

Study Note: Model Selection and Regularization (Ridge & Lasso)

June 11, 2019 · 18 min · 3817 words · Me

Study Note: Comparing Logistic Regression, LDA, QDA, and KNN

June 10, 2019 · 4 min · 851 words · Me

Study Note: Linear Discriminant Analysis, ROC & AUC, Confusion Matrix

June 9, 2019 · 10 min · 1968 words · Me

Study Note: Bias, Variance and Model Complexity

June 8, 2019 · 2 min · 362 words · Me

Study Note: Logistic Regression

June 8, 2019 · 6 min · 1097 words · Me

Study Note: Linear Regression Part II - Potential Problems

June 7, 2019 · 8 min · 1569 words · Me