The fastai deep learning library
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Updated
May 27, 2022 - Jupyter Notebook
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The fastai deep learning library
The fastai book, published as Jupyter Notebooks
The 3rd edition of course.fast.ai
At the moment, it's possible to do
toc: true
to autogenerate a table of contents. I think it would be nice if there were also styling options, e.g. to have that TOC float on one side of the page.
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
Super easy library for BERT based NLP models
A site that displays up to date COVID-19 stats, powered by fastpages.
Get Deinked!!
Python supercharged for the fastai library
Is there a convenient way to export models to ONNX?
I have a pretty satisfying mmdet.retinanet model with backbone resnet50_fpn_1x but I have a hard time exporting it to ONNX format
I've tried with the pytorch2onnx.py script from mmdetection but it was unsuccessful
and torch.onnx.export doesn't work:
torch.onnx.export(torch_model,
(img, img_metas),
Design a logo for LibreASR and share it here.
To make an open source project cool, it should have a logo
Temporary home for fastai v2 while it's being developed
With #151, FastAI.jl is getting high-level interfaces for searching datasets (finddatasets) and loading datasets into task-specific data containers (loaddataset). There is also a new DatasetRecipe that encapsulates configuration for loading a data container and the block information from a path. These recipes can be registered with a dataset so that they can be found using the above high-lev
Code For Medium Article: "How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning"
The code to reproduce results from paper "MultiFiT: Efficient Multi-lingual Language Model Fine-tuning" https://arxiv.org/abs/1909.04761
Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)
Food detection and recommendation with deep learning
fastai V2 implementation of Timeseries classification papers.
中文ULMFiT 情感分析 文本分类
Starter app for fastai v3 model deployment on Render
FasterAI: Prune and Distill your models with FastAI and PyTorch
Plant Disease Detector Web Application
A list of extensions for the fastai library.
Add a description, image, and links to the fastai topic page so that developers can more easily learn about it.
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Version: 1.2.2
Summary of issue
Including a
@dataclassdecorated class breaksgetsourceinshow_docMinimal example
nbdev_tutorial00_core.ipynbnbdev_build_libnbdev_build_docs