Eddies Learning Record 24

1. Duration Monday, November 14th, 2022 - Saturday, November 19th, 2022 2. Learning Record 2.1 Fine-Tune the ViT Model Fine-tuned the vision transformer model on the cat_and_dag dataset and the flowers dataset. The model achieved approximately 86% accuracy on the flowers dataset. I also refact...

Eddie's Learning Record 23

1. Duration Monday, November 7th, 2022 - Saturday, November 12th, 2022 2. Learning Record 2.1 Give a Pitch to My Junior Fellow I supposed him to be a professor of deep learning, but he turned out to be a rookie. He even didn't finish the machine learning course. Luckily, he is interested in t...

Eddie's Learning Record 22

1. Duration Monday, October 31st, 2022 - Saturday, November 5th, 2022 2. Learning Record 2.1 Helped My Senior Fellow Apply Deep Learning Applied dense, LSTM, Conv1D layer to his project. Though this work was not hard, it was an excellent warm-up exercise for me to get back to the coding state....

Eddie's Learning Record 21

1. Duration Monday, October 24th, 2022 - Saturday, October 29th, 2022 2. Prepare for the National Teacher Certification Exam Nothing new. Just did the previous paper one by one. 3. Feeling 3.1 Bored Preparing for an exam is really boring. I felt a sense of relief when the exam was over. 3....

Eddie's Learning Record 20

1. Duration Monday, October 16th, 2022 - Saturday, October 22th, 2022 2. Learning Record 2.1 Learning the Attention Mechanism I spent about four days learning the Bahdanau attention. I found that I had totally forgotten the knowledge about RNN and embedding, which hindered me from learning the...

Eddie's Learning Record 19

1. Duration Saturday, October 8th, 2022 - Friday, October 14th, 2022 2. Learning Record 2.1 Code Refactoring The refactoring is done on Sunday, October 9th, 2022, I supposed. I did the first experiment on the server, which is unbelievable. It was really too late for a postgraduate to start the...

Eddie's Learning Record 17

1. Duration Monday, September 19th, 2022 - Saturday, September 24th, 2022 2. Learning Record 2.1 Coding I started to modify the code of the paper [1]. The major work I did was to change the name of each variable in order to make it understandable based on my understanding and the Google Python...

Eddie's Learning Record 18

1. Duration Monday, September 26th, 2022 - Friday, September 30th, 2022 2. Learning Record 2.1 Paper Work I spent two days finishing the proposal for my project. It was really boring. But preparing the PowerPoint is definitely a good way to organize my thought. I finished the pitching on the ...

Eddie's Learning Record 16

Eddie's Learning Record 15