Projects in Awesome Lists tagged with fastai

https://github.com/fastai/fastai

The fastai deep learning library

colab deep-learning fastai gpu machine-learning notebooks python pytorch

Last synced: 29 Sep 2024

https://github.com/fastai/fastbook

The fastai book, published as Jupyter Notebooks

book data-science deep-learning fastai machine-learning notebooks python

Last synced: 29 Sep 2024

https://github.com/timeseriesai/tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

classification cnn deep-learning fastai forecasting inceptiontime machine-learning python pytorch regression rnn rocket self-supervised sequential state-of-the-art time-series time-series-analysis time-series-classification timeseries transformer

Last synced: 26 Sep 2024

https://github.com/timeseriesAI/tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

classification cnn deep-learning fastai forecasting inceptiontime machine-learning python pytorch regression rnn rocket self-supervised sequential state-of-the-art time-series time-series-analysis time-series-classification timeseries transformer

Last synced: 31 Jul 2024

https://github.com/fastai/course-v3

The 3rd edition of course.fast.ai

data-science deep-learning fastai machine-learning machine-learning-courses mooc pytorch

Last synced: 30 Sep 2024

https://github.com/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

Last synced: 29 Sep 2024

https://github.com/fastai/fastpages

An easy to use blogging platform, with enhanced support for Jupyter Notebooks.

actions data-science fastai github-pages jekyll jekyll-blog jupyter jupyter-lab jupyter-notebooks literate-programming nbdev python visualization visualization-tools

Last synced: 27 Sep 2024

https://github.com/fastai/course22

The fast.ai course notebooks

deep-learning fastai jupyter-notebooks machine-learning notebooks python

Last synced: 30 Sep 2024

https://github.com/cs-lazy-tools/chatgpt-on-cs

基于大模型的智能对话客服工具，支持微信、拼多多、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 autohotkey automation bilibili bot chatgpt chatgpt4 customer dify douyin fastai llm pinduoduo qianniu wechat wechat-bot weibo xiaohongshu zhihu

Last synced: 02 Aug 2024

https://github.com/cs-lazy-tools/ChatGPT-On-CS

基于大模型的智能对话客服工具，支持微信、拼多多、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 autohotkey automation bilibili bot chatgpt chatgpt4 customer dify douyin fastai llm pinduoduo qianniu wechat wechat-bot weibo xiaohongshu zhihu

Last synced: 01 Aug 2024

https://github.com/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

Last synced: 29 Sep 2024

https://github.com/utterworks/fast-bert

Super easy library for BERT based NLP models

bert fast-bert fastai transformers

Last synced: 30 Sep 2024

https://github.com/kaushaltrivedi/fast-bert

Super easy library for BERT based NLP models

bert fast-bert fastai transformers

Last synced: 11 Aug 2024

https://github.com/github/covid19-dashboard

A site that displays up to date COVID-19 stats, powered by fastpages.

altair analytics covid-19 covid-data covid19 data-science data-visualisation fastai fastpages github-actions github-pages jupyter matplotlib nteract papermill pymc3 python

Last synced: 27 Sep 2024

https://github.com/fastai/fastcore

Python supercharged for the fastai library

data-structures developer-tools dispatch documentation-generator fastai functional-programming languages parallel-processing python

Last synced: 31 Jul 2024

https://github.com/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

Last synced: 03 Aug 2024

https://github.com/iceychris/LibreASR

:speech_balloon: An On-Premises, Streaming Speech Recognition System

asr deep-learning esp32-lyrat fastai python pytorch rnn-transducer speech-recognition

Last synced: 01 Aug 2024

https://github.com/fastai/fastai2

Temporary home for fastai v2 while it's being developed

data-science deep-learning fastai jupyter machine-learning nbdev python pytorch

Last synced: 07 Aug 2024

https://github.com/fluxml/fastai.jl

Repository of best practices for deep learning in Julia, inspired by fastai

deep-learning fastai julia

Last synced: 29 Sep 2024

https://github.com/FluxML/FastAI.jl

Repository of best practices for deep learning in Julia, inspired by fastai

deep-learning fastai julia

Last synced: 31 Jul 2024

https://github.com/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

Last synced: 17 Aug 2024

https://github.com/cccntu/minlora

minLoRA: a minimal PyTorch library that allows you to apply LoRA to any PyTorch model.

fastai huggingface pytorch pytorch-implementation pytorch-lightning

Last synced: 02 Aug 2024

https://github.com/apachecn/fastai-ml-dl-notes-zh

:book: [译] fast.ai 机器学习和深度学习中文笔记

deep-learning fastai lecture-notes machine-learning python pytorch

Last synced: 31 Jul 2024

https://github.com/cccntu/minLoRA

minLoRA: a minimal PyTorch library that allows you to apply LoRA to any PyTorch model.

fastai huggingface pytorch pytorch-implementation pytorch-lightning

Last synced: 30 Jul 2024

https://github.com/outcastofmusic/quick-nlp

Pytorch NLP library based on FastAI

fastai nlp-library pytorch seq2seq

Last synced: 03 Aug 2024

https://github.com/imskr/plant_disease_detection

Plant Disease Detector Web Application

cnn computervision deeplearning fastai machinelearning machinelearning-python plantclassification plantdisease plantdiseasedetection pytorch

Last synced: 03 Oct 2024

https://github.com/imskr/Plant_Disease_Detection

Plant Disease Detector Web Application

cnn computervision deeplearning fastai machinelearning machinelearning-python plantclassification plantdisease plantdiseasedetection pytorch

Last synced: 03 Aug 2024

https://github.com/gabrielilharco/snap-n-eat

Food detection and recommendation with deep learning

deep-learning deep-neural-networks fastai flask food food-classification food-recommendation knn nodejs pytorch resnext

Last synced: 03 Oct 2024

https://github.com/nathanhubens/fasterai

FasterAI: Prune and Distill your models with FastAI and PyTorch

compression fastai knowledge-distillation pruning pytorch

Last synced: 02 Aug 2024

https://github.com/fastai/fastdoc

Create publication-quality books from Jupyter notebooks

asciidoc book fastai jupyter nbdev notebook publish

Last synced: 27 Sep 2024

https://github.com/PPPW/deep-learning-random-explore

backward-propagation cnn-architecture deep-learning fastai keras lstm

Last synced: 02 Aug 2024

https://github.com/pppw/deep-learning-random-explore

backward-propagation cnn-architecture deep-learning fastai keras lstm

Last synced: 03 Oct 2024

https://github.com/fastaudio/fastaudio

🔊 Audio and fastai v2

audio deep-learning fastai gpu python pytorch

Last synced: 03 Aug 2024

https://github.com/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

Last synced: 03 Aug 2024

https://github.com/nestordemeure/fastai-extensions-repository

A list of extensions for the fastai library.

deep-learning extension fastai fastai-extensions list

Last synced: 03 Aug 2024

https://github.com/walkwithfastai/walkwithfastai.github.io

Host for https://walkwithfastai.com

fastai fastai2 fastcore fastinference machine-learning nbdev pytorch walkwithfastai

Last synced: 03 Aug 2024

https://github.com/tmabraham/UPIT

A fastai/PyTorch package for unpaired image-to-image translation.

cyclegan deep-learning fastai image-to-image-translation nbdev pytorch

Last synced: 01 Aug 2024

https://github.com/simonw/cougar-or-not

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

computer-vision fastai inaturalist starlette zeit-now

Last synced: 01 Oct 2024

https://github.com/EagerAI/fastai

R interface to fast.ai

audio collaborative-filtering darknet darknet-image-classification fastai medical object-detection r tabular text vision

Last synced: 02 Aug 2024

https://github.com/anurag/fastai-course-1

Docker environment for fast.ai Deep Learning Course 1 at http://course.fast.ai

deep-learning docker fastai jupyter notebook nvidia-docker

Last synced: 02 Aug 2024

https://github.com/svishnu88/TGS-SaltNet

Kaggle | 21st place solution for TGS Salt Identification Challenge

computer-vision deep-learning fastai kaggle-competition pytorch

Last synced: 07 Aug 2024

https://github.com/naity/image_tabular

Integrate image and tabular data for deep learning

deep-learning fastai image-classification pytorch tabular-data

Last synced: 03 Aug 2024

https://github.com/apachecn/fastai-num-linalg-v2-zh

:book: [译] fast.ai 数值线性代数讲义 v2

fastai lecture-notes linear-algebra python

Last synced: 02 Aug 2024

https://github.com/ducha-aiki/google-retrieval-challenge-2019-fastai-starter

fast.ai starter kit for Google Landmark Retrieval 2019 challenge

cnn fastai kaggle pytorch retrieval

Last synced: 02 Aug 2024

https://github.com/kubeflow/code-intelligence

ML-Powered Developer Tools, using Kubeflow

deep-learning fastai flask kubeflow kubernetes machine-learning natural-language-processing nlp pytorch rest-api

Last synced: 29 Sep 2024

https://github.com/airctic/icedata

IceData: Datasets Hub for the *IceVision* Framework

annotation-parsers annotations-formats coco coco-dataset coco-parser computer-vision-datasets custom-parser dataset deep-learning fastai object-detection pycoco pycocotools pytorch pytorch-lightning voc-dataset voc-parser

Last synced: 01 Aug 2024

https://github.com/Paperspace/fastai-docker-deprecated

Fast.AI course complete docker container for Paperspace and Gradient

deep-learning docker fastai paperspace

Last synced: 31 Jul 2024

https://github.com/shankarj67/Water-classifier-fastai

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

classifier deep-learning fastai flask flask-api flask-web python3 pytorch resnet

Last synced: 02 Aug 2024

https://github.com/fastai/tinykernel

A minimal Python kernel so you can run Python in your Python

embedded fastai ipython kernel nbdev nbprocess python

Last synced: 28 Sep 2024

https://github.com/daspartho/is-it-huggable

An image classifier to classify things as huggable or not.

ai deep-learning fastai huggingface-spaces image-classification jupyter-notebook python

Last synced: 26 Sep 2024

https://github.com/nestordemeure/ManifoldMixupV2

Manifold-Mixup implementation for fastai V2

deeplearning fastai manifold-mixup pytorch

Last synced: 03 Aug 2024

https://github.com/aquietlife/whisp

Whisp - Environmental Sound Classifier

audio deeplearning environmental-sounds fastai python3 pytorch sound

Last synced: 01 Aug 2024

https://github.com/adriacabeza/DeepCatalan

🤖 Deep Catalan: Bring closer the Catalan Language to Deep Learning using ULMFit.

catalan catalan-language classificador fastai fine-tuning nlp pytorch ulmfit

Last synced: 30 Jul 2024

https://github.com/ryandsilva/alzheimers-detection

Alzheimers Detection using MRI Scans :hospital:

alzheimers densenet fastai mri-images oasis-dataset

Last synced: 02 Oct 2024

https://github.com/alexcu/fastai-primer

A quick-n-dirty 45 minute primer to train an image classifier using FastAI

computer-vision deep-learning fastai google-colab google-colab-notebook google-colab-tutorial google-colaboratory ipython-notebook learning machine-learning python3 tutorial

Last synced: 27 Sep 2024

https://github.com/billypilgrim22/deepweight

DeepWeight automates the manual billing process by using a load cell to measure weight, USB camera to capture image, predict fruit type using a deep learning model and printer to print a receipt.

classification cnn deep-learning fastai hx711 load-cell neural-network pytorch raspberry-pi raspberry-pi-3