fastai

There are 29 repositories under fastai topic.

fastai
fastai / fastai
The fastai deep learning library
deep-learning machine-learning pytorch python gpu fastai notebooks colab
Language:Jupyter Notebook 23569
fastai / fastbook
The fastai book, published as Jupyter Notebooks
notebooks fastai deep-learning machine-learning data-science python book
Language:Jupyter Notebook 17711
fastai / course-v3
The 3rd edition of course.fast.ai
data-science fastai deep-learning pytorch machine-learning machine-learning-courses mooc
Language:Jupyter Notebook 4860
nbdev
fastai / nbdev
Create delightful software with Jupyter Notebooks
jupyter-notebooks python literate-programming fastai documentation-generator developer-tools documentation-tool jupyter nbdev pypi python-modules conda
Language:Jupyter Notebook 4095
fastpages
fastai / fastpages
An easy to use blogging platform, with enhanced support for Jupyter Notebooks.
data-science jekyll-blog actions jupyter jupyter-notebooks fastai literate-programming visualization github-pages python jupyter-lab nbdev visualization-tools jekyll
Language:Jupyter Notebook 3466
timeseriesAI / tsai
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
time-series-classification deep-learning fastai pytorch timeseries time-series sequential time-series-analysis transformer cnn rnn state-of-the-art self-supervised classification regression forecasting inceptiontime rocket machine-learning python
Language:Jupyter Notebook 3202
fast-bert
utterworks / fast-bert
Super easy library for BERT based NLP models
bert fast-bert fastai transformers
Language:Python 1787
covid19-dashboard
github / covid19-dashboard
A site that displays up to date COVID-19 stats, powered by fastpages.
fastpages github-pages github-actions matplotlib altair python jupyter pymc3 fastai data-science nteract papermill data-visualisation analytics covid-19 covid19 covid-data
Language:Jupyter Notebook 1643
labml
labmlai / labml
🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱
machine-learning deep-learning pytorch experiment analytics visualization tensorboard mobile keras tensorflow tensorflow2 keras-tensorflow pytorch-lightning fastai
Language:Jupyter Notebook 1312
fastai / course22
The fast.ai course notebooks
deep-learning fastai jupyter-notebooks machine-learning notebooks python
Language:Jupyter Notebook 951
SkinDeep
vijishmadhavan / SkinDeep
Get Deinked!!
tattoos imgur synthetic-data photoshop image-pairs deep-learning pix2pix pytorch fastai machine-learning
Language:Jupyter Notebook 857
fastai / fastcore
Python supercharged for the fastai library
python fastai languages developer-tools data-structures functional-programming parallel-processing dispatch documentation-generator
Language:Jupyter Notebook 827
airctic / icevision
An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come
object-detection deep-learning pytorch pytorch-lightning python fastai ai computer-vision effecientdet faster-rcnn mask-rcnn annotation-parsers tutorials coco-parser voc-parser pycocotools coco-dataset voc-dataset
Language:Python 809
iceychris / LibreASR
:speech_balloon: An On-Premises, Streaming Speech Recognition System
asr deep-learning esp32-lyrat fastai python pytorch rnn-transducer speech-recognition
Language:Python 685
fastai / fastai2
Temporary home for fastai v2 while it's being developed
fastai data-science machine-learning deep-learning pytorch python jupyter nbdev
Language:Jupyter Notebook 639
FluxML / FastAI.jl
Repository of best practices for deep learning in Julia, inspired by fastai
julia deep-learning fastai
Language:Julia 544
hamelsmu / code_search
Code For Medium Article: "How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning"
code-search data-science deep-learning fastai keras machine-learning machine-learning-on-source-code ml-on-code natural-language-processing nlp python pytorch search search-algorithm searching-algorithms semantic-search semantic-search-engine tensorflow tutorial
Language:Jupyter Notebook 477
apachecn / fastai-ml-dl-notes-zh
:book: [译] fast.ai 机器学习和深度学习中文笔记
python pytorch machine-learning fastai deep-learning lecture-notes
Language:HTML 393
richarddwang / electra_pytorch
Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)
electra pytorch fastai huggingface glue language-model deeplearning nlp
Language:Python 303
outcastofmusic / quick-nlp
Pytorch NLP library based on FastAI
pytorch fastai nlp-library seq2seq
Language:Python 283
n-waves / multifit
The code to reproduce results from paper "MultiFiT: Efficient Multi-lingual Language Model Fine-tuning" https://arxiv.org/abs/1909.04761
fastai ulmfit multiple-languages nlp
Language:Jupyter Notebook 281
gabrielilharco / snap-n-eat
Food detection and recommendation with deep learning
deep-learning deep-neural-networks food food-classification food-recommendation knn resnext fastai pytorch nodejs flask
Language:Jupyter Notebook 255
PracticingMan / chinese_ulmfit
中文ULMFiT 情感分析文本分类
ulmfit nlp text-classification sentiment-analysis transfer-learning fastai
Language:Python 237
tcapelle / timeseries_fastai
fastai V2 implementation of Timeseries classification papers.
pytorch fastai timeseries classification ucr
Language:Jupyter Notebook 233
fastai / fastdoc
Create publication-quality books from Jupyter notebooks
book asciidoc nbdev jupyter notebook publish fastai
Language:Jupyter Notebook 216
render-examples / fastai-v3
Starter app for fastai v3 model deployment on Render
fastai render machine-learning model-deployment
Language:Python 212
nathanhubens / fasterai
FasterAI: Prune and Distill your models with FastAI and PyTorch
pruning compression fastai pytorch knowledge-distillation
Language:Jupyter Notebook 201
Plant_Disease_Detection
imskr / Plant_Disease_Detection
Plant Disease Detector Web Application
deeplearning fastai pytorch plantdisease plantclassification plantdiseasedetection cnn machinelearning-python machinelearning computervision
Language:Jupyter Notebook 195
PPPW / deep-learning-random-explore
deep-learning lstm backward-propagation keras fastai cnn-architecture
Language:Jupyter Notebook 194
fastai / timmdocs
Documentation for Ross Wightman's timm image model library
deep-learning fastai machine-learning pytorch
Language:Jupyter Notebook 191
TensorDash
CleanPegasus / TensorDash
TensorDash is an application that lets you remotely monitor your deep learning model's metrics and notifies you when your model training is completed or crashed.
python remote-monitoring keras android python-package pypi deep-learning tensorflow fastai pytorch java machine-learning
Language:Java 163
fastai / fastscript
A fast way to turn your python function into a script
cli command-line-interface python fastai shell script
Language:CSS 162
nestordemeure / fastai-extensions-repository
A list of extensions for the fastai library.
fastai deep-learning list extension fastai-extensions
158
fastaudio / fastaudio
🔊 Audio and fastai v2
audio deep-learning fastai gpu python pytorch
Language:Python 155
shot-type-classifier
rsomani95 / shot-type-classifier
Detecting cinema shot types using a ResNet-50
applied-deep-learning applied-machine-learning convolutional-neural-networks deep-learning fastai filmmaking heatmaps pytorch resnet resnet-50
Language:Jupyter Notebook 154
alecrubin / pytorch-serverless
FastAI PyTorch Serverless API (w/ AWS Lambda)
deep-learning fastai pytorch
Language:Python 153

Related Topics

deep-learning pytorch tensorflow computer-vision convolutional-neural-networks