fastai

There are 31 repositories under fastai topic.

fastai
fastai / fastai
The fastai deep learning library
colab deep-learning fastai gpu machine-learning notebooks python pytorch
Language:Jupyter Notebook 25640
fastai / fastbook
The fastai book, published as Jupyter Notebooks
book data-science deep-learning fastai machine-learning notebooks python
Language:Jupyter Notebook 20770
fastai / course-v3
The 3rd edition of course.fast.ai
data-science deep-learning fastai machine-learning machine-learning-courses mooc pytorch
Language:Jupyter Notebook 4903
nbdev
fastai / nbdev
Create delightful software with Jupyter Notebooks
conda developer-tools documentation-generator documentation-tool fastai jupyter jupyter-notebooks literate-programming nbdev pypi python python-modules
Language:Jupyter Notebook 4746
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 4705
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 3517
fastai / course22
The fast.ai course notebooks
deep-learning fastai jupyter-notebooks machine-learning notebooks python
Language:Jupyter Notebook 2147
labml
labmlai / labml
🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱
analytics deep-learning experiment fastai keras keras-tensorflow machine-learning mobile pytorch pytorch-lightning tensorboard tensorflow tensorflow2 visualization
Language:Jupyter Notebook 1870
fast-bert
utterworks / fast-bert
Super easy library for BERT based NLP models
bert fast-bert fastai transformers
Language:Python 1847
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 1644
fastai / fastcore
Python supercharged for the fastai library
data-structures developer-tools dispatch documentation-generator fastai functional-programming languages parallel-processing python
Language:Jupyter Notebook 901
airctic / icevision
An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come
ai annotation-parsers coco-dataset coco-parser computer-vision deep-learning effecientdet fastai faster-rcnn mask-rcnn object-detection pycocotools python pytorch pytorch-lightning tutorials voc-dataset voc-parser
Language:Python 839
lrhh123 / ChatGPT-On-CS
基于大模型的智能对话客服工具，支持微信、千牛、哔哩哔哩、抖音企业号、抖音、抖店、微博聊天、小红书专业号运营、小红书、知乎等平台接入，可选择 GPT3.5/GPT4.0/ 懒人百宝箱（后续会支持更多平台），能处理文本、语音和图片，通过插件访问操作系统和互联网等外部资源，支持基于自有知识库定制企业 AI 应用。
ai automation bilibili bot chatgpt chatgpt4 customer douyin llm weibo xiaohongshu zhihu lazaytools autohotkey wechat wechat-bot wecom dify fastai
Language:TypeScript 766
iceychris / LibreASR
:speech_balloon: An On-Premises, Streaming Speech Recognition System
asr speech-recognition pytorch fastai rnn-transducer deep-learning esp32-lyrat python
Language:Python 680
fastai / fastai2
Temporary home for fastai v2 while it's being developed
data-science deep-learning fastai jupyter machine-learning nbdev python pytorch
Language:Jupyter Notebook 642
FluxML / FastAI.jl
Repository of best practices for deep learning in Julia, inspired by fastai
julia deep-learning fastai
Language:Julia 584
hamelsmu / code_search
Code For Medium Article: "How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning"
machine-learning nlp deep-learning tensorflow keras python pytorch fastai search-algorithm semantic-search semantic-search-engine search searching-algorithms tutorial data-science natural-language-processing machine-learning-on-source-code ml-on-code code-search
Language:Jupyter Notebook 490
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 408
cccntu / minLoRA
minLoRA: a minimal PyTorch library that allows you to apply LoRA to any PyTorch model.
fastai huggingface pytorch pytorch-implementation pytorch-lightning
Language:Jupyter Notebook 388
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 321
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 multiple-languages nlp ulmfit
Language:Jupyter Notebook 282
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 276
Plant_Disease_Detection
imskr / Plant_Disease_Detection
Plant Disease Detector Web Application
cnn computervision deeplearning fastai machinelearning machinelearning-python plantclassification plantdisease plantdiseasedetection pytorch
Language:Jupyter Notebook 268
fastai / timmdocs
Documentation for Ross Wightman's timm image model library
deep-learning fastai machine-learning pytorch
Language:Jupyter Notebook 261
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 253
tcapelle / timeseries_fastai
fastai V2 implementation of Timeseries classification papers.
pytorch fastai timeseries classification ucr
Language:Jupyter Notebook 240
nathanhubens / fasterai
FasterAI: Prune and Distill your models with FastAI and PyTorch
compression fastai knowledge-distillation pruning pytorch
Language:Jupyter Notebook 235
fastai / fastdoc
Create publication-quality books from Jupyter notebooks
book asciidoc nbdev jupyter notebook publish fastai
Language:Jupyter Notebook 226
render-examples / fastai-v3
Starter app for fastai v3 model deployment on Render
fastai render machine-learning model-deployment
Language:Python 214
PPPW / deep-learning-random-explore
deep-learning lstm backward-propagation keras fastai cnn-architecture
Language:Jupyter Notebook 194
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 178
fastai / docker-containers
Docker images for fastai
docker machine-learning mlops conda data-science fastai
Language:Shell 169
fastaudio / fastaudio
🔊 Audio and fastai v2
audio fastai pytorch python deep-learning gpu
Language:Python 165
fastai / fastscript
A fast way to turn your python function into a script
cli command-line-interface fastai python script shell
Language:CSS 164
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.
android deep-learning fastai java keras machine-learning pypi python python-package pytorch remote-monitoring tensorflow
Language:Java 163