Posts

Bib Racer 02 - Training with RBNR Dataset

In previous post, we talked about how to scrape and download photos using Selenium and BeautifulSoup, from an online photo album of a …

Bib Racer 01 - Scrape Images

I had participated in trail running races for 2 years. All of those races are exciting and unforgettable, with stunning scenic views …

Trail Running Nutrition Plan

The bottom line of a nutrition plan is about 200-300 calories per hour. It translates to 50 - 70 grams of carbohydrate ingestion per …

Chunking Method in Language Learning

Today when I looking around for some language self-studying tips, I come across an interesting video by Mr. Donovan at The Mezzofanti …

Fast.ai Course v3 Lesson 7 Notes

Basic CNN with batchnorm Question: How to calculate numbers in the output column Param? It’s shown in the doc but seems …

Office 365 subscription problem

Office 365 couldn’t verify subscription Today when I open Microsoft Word, there is a yellow bar under the ribbon telling me that …

Fast.ai Course v3 Lesson 6 Notes

platform.ai To label unlabelled data for you. Tabular learner Rossmann Store Sales data set When dealing with time series data, most …

Fast.ai Course v3 Lesson 5 Notes

Back propagation To calculate the loss between output layer/final activations and actual target values. Use the resulting losses to: …

Fast.ai Course v3 Lesson 4 Notes

Sentiment analysis (IMDB) Transfer learning in NLP Difficulties in training NLP model: How to speak a language. World knowledge …

Fast.ai Course v3 Lesson 3 Notes

Multi-label prediction with Planet Amazon dataset The data block API Classes involved: Dataset: an abstract class for retrieving an …