Part 2 (2019)


Topic Replies Views Activity
Important - new URL for part 2

Part 2 of the 2019 course is now here: https://course19.fast.ai/part2 This course requires fastai v1. To stop fastai from updating to v2, run in your terminal: echo 'fastai 1.*' >> $CONDA_PREFIX/conda-meta/pinned

10 1121 March 29, 2021
Catastrophic Forgetting and multiple models
1 81 April 14, 2021
Colab starter kit for swift for tensorflow (swift4tf)
10 1798 April 6, 2021
Lesson 8 (2019) discussion & wiki
593 10739 April 1, 2021
How to convert a PIL Image to a fastai Image object?
11 2228 March 22, 2021
How to actually learn from these videos?
9 511 March 12, 2021
Part 2 using Paperspace
1 88 March 8, 2021
How to get prediction using get_preds in fastai 2?
4 201 March 8, 2021
Adding additional learnable parameters to optimizers in Callbacks
4 236 February 24, 2021
TfmsManager: Tune Your Transforms
6 590 February 22, 2021
Learning GeneralRelu Params: Here is LearnedRelu
5 341 April 29, 2019
My first gold medal
16 4763 January 31, 2021
Can label smoothing be used for multi-label images?
8 2460 January 19, 2021
Deep Learning for Genomics/Bioinformatics/Comp Bio
86 4537 January 11, 2021
Bidirectional Code | ULMFiT
11 888 December 8, 2020
How to revert back to fast.ai 1.0.6
4 299 December 6, 2020
Choosing a learning rate for noisy gradients
4 119 December 6, 2020
Using Kaggle images (Regualr images not from competitions)
0 107 November 24, 2020
MRNet: Stanford Knee MRI Dataset And Competition
116 3220 November 23, 2020
Understanding linear layer gradient
4 520 November 14, 2020
Rebuilding SOTA architectures with Self-Tuning Hyperparameter Schedules
3 349 November 13, 2020
Conditional Variational Autoencoder (VAE)
2 598 November 10, 2020
What is metric learning in kaggle competitions?
1 251 November 10, 2020
Combining text and image into one model
1 209 November 9, 2020
Loss not going down
4 159 November 8, 2020
Optimizing Tabular Data vs. LightGBM
30 1713 November 2, 2020
AWS: Sagemaker loading data from S3 bucket
1 301 October 30, 2020
Torch equivalent of np.where
7 348 October 26, 2020
Google Cloud VM Machine: Cuda out Memory
2 129 October 25, 2020
Source Code help TabularPandas
0 100 October 21, 2020