applications Application fields collab tabular text vision Module structure transform data models learner Usage Open This Notebook applications Type...

Tutorial - Using fastai on a custom new task Preparing the data Purely in PyTorch Using the mid-level API Making show work Writing your custom data block Training a model The ...

Questionnaire Further Research Questionnaire What is the difference between ImageNet and Imagenette? When is it better to experiment on one versus the other? What is normaliz...

Tabular training fastai with Other Libraries Tabular training How to use the tabular application in fastai To illustrate the tabular application, we will use the exampl...

Text Preprocessing Tokenization Word Tokenization with fastai Subword Tokenization Numericalization with fastai Putting Our Texts into Batches for a Language Model Text Pr...

vision Computer vision Minimal training example Getting the data Images Data augmentation Training and interpretation vision Application to Computer Vision Computer vi...

git Notes How to Make a Pull Request (PR) Step 1. Start With a Synced Fork Checkout 1a. First time 1b. Subsequent times Step 2. Create a Branch Step 6. Push Your Changes Step ...

Testing fastai Quick Guide Handy things Automated tests Running Tests Choosing which tests to run Run all Run specific test module Run specific tests Run only modified tests ...

Doc Maintenance Process for contributing to the docs Step 1. Create a fastai git branch Step 2. Setup Step 3. Edit the documents Step 4. Submit a PR with your changes How the ...

callbacks.csv_logger CSV Logger class CSVLogger [source] [test] read_logged_file [source] [test] Calback methods on_train_begin [source] [test] on_epoch_end [source] [...