fastai

:book: [译] fast.ai 机器学习和深度学习中文笔记

apachecn/fastai-ml-dl-notes-zh :book: [译] fast.ai 机器学习和深度学习中文笔记 Users starred: 341Users forked: 100Users watching: 341Updated at: 2020-02-12 08:13:54 fast.ai...

A list of extensions for the fastai library.

nestordemeure/fastai-extensions-repository A list of extensions for the fastai library. Users starred: 9Users forked: 1Users watching: 9Updated at: 2020-02-11 21:40:58 The Fastai Extensions Repository A...

Detecting skin cancer in encrypted images with TensorFlow

dropoutlabs/encrypted-skin-cancer-detection Detecting skin cancer in encrypted images with TensorFlow Users starred: 10Users forked: 1Users watching: 10Updated at: 2020-02-11 16:15:30 Encrypted Skin Cancer Detection Project Overview The purpose of this project is to demonstrate how simple it is to provide encrypted skin cancer detection with TF Encrypted. We released this code in the context of the blog post A Path to...

Food detection and recommendation with deep learning

gabrielilharco/snap-n-eat Food detection and recommendation with deep learning Users starred: 191Users forked: 55Users watching: 191Updated at: 2020-02-11 12:48:47 Snap & Eat (formerly deep139) Deep...

中文ULMFiT 情感分析文本分类

bigboNed3/chinese_ulmfit 中文ULMFiT 情感分析文本分类 Users starred: 176Users forked: 31Users watching: 176Updated at: 2020-02-11 10:42:02 中文ULMFiT Universal Language Model Fine-tuning for Text Classification 下载预训练的模型创建虚拟环境（可以配置清华conda源） conda env create -f env.yml 解压中文维基百科语料 python -m gensim.scripts.segment_wiki -i -f...

An API for identifying cougars v.s. bobcats v.s. other USA cat species

simonw/cougar-or-not An API for identifying cougars v.s. bobcats v.s. other USA cat species Users starred: 94Users forked: 50Users watching: 94Updated at: 2020-02-11 04:31:20 cougar-or-not My first attempt...

ML-Powered Developer Tools, using Kubeflow

kubeflow/code-intelligence ML-Powered Developer Tools, using Kubeflow Users starred: 25Users forked: 2Users watching: 2Updated at: 2020-02-05 06:06:34 Code Intelligence: ML-Powered Developer Tools Made with Kubeflow Motivation: One of the promises of machine learning is to automate mundane tasks and augment our capabilities, making us all more productive. However, one domain that doesn’t get much attention that is...

Deep Learning model to classify food (Web App)

npatta01/web-deep-learning-classifier Deep Learning model to classify food (Web App) Users starred: 66Users forked: 47Users watching: 66Updated at: 2020-02-04 03:23:03 Training the Image Classifier &...

Code For Medium Article: "How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning"

hamelsmu/code_search Code For Medium Article: "How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning" Users starred: 370Users forked: 109Users watching: 370Updated at:...

Convolutional Neural Network for German Traffic Sign Recognition Benchmark

surmenok/GTSRB Convolutional Neural Network for German Traffic Sign Recognition Benchmark Users starred: 48Users forked: 31Users watching: 48Updated at: 2020-02-02 13:32:19 Overview A convolutional neural...

Kaggle | 21st place solution for TGS Salt Identification Challenge

svishnu88/TGS-SaltNet Kaggle | 21st place solution for TGS Salt Identification Challenge Users starred: 80Users forked: 23Users watching: 80Updated at: 2020-01-23 13:06:28 TGS-SaltNet Kaggle | 21st place...

A fast way to turn your python function into a script

fastai/fastscript A fast way to turn your python function into a script Users starred: 80Users forked: 4Users watching: 3Updated at: 2020-01-19 21:23:38 fastscript A fast way to turn your python function...

Some notes, tutorials, and some experimentation with the fast.ai library (https://github.com/fastai/fastai)

TheShadow29/FAI-notes Some notes, tutorials, and some experimentation with the fast.ai library (https://github.com/fastai/fastai) Users starred: 49Users forked: 15Users watching: 49Updated at: 2020-01-16...

Deploy your Flask web app classifier on Heroku which is written using fastai library.

shankarj67/Water-classifier-fastai Deploy your Flask web app classifier on Heroku which is written using fastai library. Users starred: 24Users forked: 31Users watching: 24Updated at: 2020-01-03...

Tutorial on building and deploying a Mobile Deep Learning Classifier for food

npatta01/mobile-deep-learning-classifier Tutorial on building and deploying a Mobile Deep Learning Classifier for food Users starred: 38Users forked: 14Users watching: 38Updated at: 2019-12-30...

Implementation of ULMFit algorithm for text classification via transfer learning

bkj/ulm-basenet Implementation of ULMFit algorithm for text classification via transfer learning Users starred: 96Users forked: 19Users watching: 96Updated at: 2019-12-18 19:40:43 ulm-basenet Implementation of ulmfit using basenet wrappers. Code in ulmfit.py is adapted directly from fastai code. Installation conda create -n ulm_env python=3.6 pip -y source activate ulm_env # pytorch conda install pytorch pytorch=0.3.1...

A Step-by-Step Introduction to Starting nbdev — Exploratory Programming

A Step-by-Step Introduction to Starting nbdev — Exploratory ProgrammingA simplified Hello Word Example using nbdev“I really do think [nbdev] is a huge step forward for programming environments”: Chris...

Bayesian deep learning with Fastai : how not to be uncertain about your uncertainty !

Bayesian deep learning with Fastai : how not to be uncertain about your uncertainty !Bobby Axelrod speaks the words!Today, Neural Networks have made the headlines in many fields, such as image classification of...

Predictions of long/short positions for FX trading done using state-of-the-art image recognition algorithms

aragalie/FX_NaiveChartPredictions_using_fastai Predictions of long/short positions for FX trading done using state-of-the-art image recognition algorithms Users starred: 11Users forked: 11Users watching:...

Diabetic Retinopathy Classifier built with fastai and Heroku

tmabraham/retinopathy-classifier Diabetic Retinopathy Classifier built with fastai and Heroku Users starred: 5Users forked: 4Users watching: 5Updated at: 2019-11-14 08:22:24 Diabetic Retinopathy Classifier...

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The code to reproduce results from paper "MultiFiT: Efficient Multi-lingual Language Model Fine-tuning" https://arxiv.org/abs/1909.04761

n-waves/multifit The code to reproduce results from paper "MultiFiT: Efficient Multi-lingual Language Model Fine-tuning" https://arxiv.org/abs/1909.04761 Users starred: 207Users forked: 42Users watching:...