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deep_openset_recognition_through_uncertainty

PyTorch code for our paper: Open Set Recognition Through Deep Neural Network Uncertainty: Does Out-of-Distribution Detection Require Generative Classifiers? https://arxiv.org/abs/1908.09625

delimitmate

Vim plugin, provides insert mode auto-completion for quotes, parens, brackets, etc.

demystifying-convnets

Collection of notebooks exploring conv nets in detail.

distro

Torch installation in a self-contained folder

dlcert1

Deep learning certificate part 1

dlcert2

Web site source for Practical Deep Learning for Coders (2018)

dlsp20-collaborative-notes

docker-containers

Docker images for fastai

docs

dotfiles

e-learning

Summarized notes on e-learning (open notes)

effective-python-penetration-testing

Effective Python Penetration Testing by Packt Publishing

elasticsearch_presentation

An introduction to elasticsearch

emotion_recognition_pytorch

Deep Learning Based Emotion Recognition With PyTorch

emotion_recognition_tensorflow

Deep Learning Based Emotion Recognition With TensorFlow

ethics.fast.ai

The fast.ai data ethics course

exploratory_data_analysis

Few tutorials on pandas, matplotlib and seaborn

fastai

The fastai deep learning library, plus lessons and tutorials

fastai-docs

Documentation for fastai

fastai-nbstripout

much faster nbstripout and autotrust notebooks local git configuration

fastai1

v1 of the fastai library. v2 is the current version. v1 is still supported for bug fixes, but will not receive new features.

fastai2

Temporary home for fastai v2 while it's being developed

fastai_dev

fast.ai early development experiments

fastai_old

OLD REPO - PLEASE USE fastai/fastai

fastbook

The fastai book, published as Jupyter Notebooks

fastcgi

A fastcgi handler for Python's `socketserver` classes

fastcore

Python supercharged for the fastai library

fastdoc

Create publication-quality books from Jupyter notebooks

fastdot

A simple wrapper over `pydot` and `graphviz` which fixes some sharp edges

fastec2

AWS EC2 computer management for regular folks