fastai users

fastai-v2 This category is for discussing the development of fastai v2. The reason we are rewriting fastai from scratch is discussed here. Currently it’s in an early stage. It’s heavily based on the latest (2019) “Deep Learning From The Foundations” course so be sure to complete that, if you want to understand what’s going on. The lib, tests, and docs are all generated from a single set of notebooks here: nbdev & blogging This category is for discussing nbdev, fast_template, and fastpages. dev projects Would you like to help with implementing some of the needed tools and features of the fastai project? This thread is the place to find what needs to be done. It’s open to all users. fastai dev This category is for discussion of development of fastai v1, a rewrite of the fastai library, including:
Topic Replies Activity
Fastai v1 install issues thread

The up-to-date installation instructions can be found here. Before posting in this thread please read the troubleshooting instructions. If you still need help please follow the instructions at…

390 February 19, 2020
About the fastai users category 1 October 21, 2018
Major new changes and features

This topic is for announcements of all breaking changes in the API or new features you can use. You should subscribe to it to receive notifications about those. It’s locked and closed so that only the admins can post in…

9 August 6, 2019
How to contribute to fastai

This is a summary how-to wiki thread/post - that means you can edit and improve it! For discussion and questions about it please use this thread instead:…

4 March 26, 2019
Fastai v2 code walk-thru 1 56 February 24, 2020
MultiFiT Inference and SentencePiece Hardcoded tmp path 4 February 24, 2020
Make inference run on the GPU 12 February 24, 2020
A walk with fastai2 - Study Group and Online Lectures Megathread 807 February 24, 2020
Fastai v2 chat

Use this topic for general chat about fastai v2 dev - especially questions and answers that are fairly short, and for real-time discussion.

750 February 24, 2020
Is there any way to use predicted probabilities of classes as new pseudo-labels? 1 February 24, 2020
1D Image Recongnition 5 February 24, 2020
Running, Deploying Fastai successes: Links, Tutorials, Stories 2 February 24, 2020
Databunch show_batch image to image 16 February 24, 2020
Fastai v2 tabular 136 February 24, 2020
Nbdev and other git repos 16 February 24, 2020
[fastpages] GitHub Pages Blog Using Nbdev 58 February 24, 2020
Poor results in simple object detection 1 February 23, 2020
Does this Loss Curve Mean I need More Dropout or Less Epochs? 2 February 24, 2020
Fastai v1 tabular GPU memory independent of batch size? 1 February 24, 2020
Fastai v2 academic paper now available 13 February 20, 2020
Running `nbdev_test_nbs` locally throws ModuleNotFoundError 4 February 24, 2020
Fastai2 on Windows 9 February 24, 2020
Should I Based Number of Epochs on Training or Validation Loss? 1 February 23, 2020
Binary segmentation in v2 - any special subclassing needed like in v1? 2 February 23, 2020
AMA Interview with Hamel Husain | Chai Time Data Science Show 5 February 23, 2020
How do we pick layer for resent for feature loss? 1 February 23, 2020
Learn.export() not working with GANs 19 February 23, 2020
How exactly does Learner.predict load images? 1 February 23, 2020
Tabular Learner and Embeddings Sizes 2 February 23, 2020
How to hande hiearchical tabular data in fastai v2 2 February 23, 2020