Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: fastai

Repositories

fastai/fastai

The fastai deep learning library

Language: Jupyter Notebook - Size: 780 MB - Last synced: 6 days ago - Pushed: 22 days ago - Stars: 25,674 - Forks: 7,517

fastai/fastbook

The fastai book, published as Jupyter Notebooks

Language: Jupyter Notebook - Size: 72.8 MB - Last synced: 1 day ago - Pushed: 4 days ago - Stars: 20,846 - Forks: 8,087

fastai/course-v3

The 3rd edition of course.fast.ai

Language: Jupyter Notebook - Size: 257 MB - Last synced: 3 months ago - Pushed: 6 months ago - Stars: 4,895 - Forks: 3,600

fastai/nbdev

Create delightful software with Jupyter Notebooks

Language: Jupyter Notebook - Size: 16.2 MB - Last synced: about 1 month ago - Pushed: about 2 months ago - Stars: 4,728 - Forks: 471

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

Language: Jupyter Notebook - Size: 1.44 GB - Last synced: about 1 month ago - Pushed: about 2 months ago - Stars: 4,637 - Forks: 594

fastai/fastpages 📦

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

Language: Jupyter Notebook - Size: 87.5 MB - Last synced: 8 days ago - Pushed: over 1 year ago - Stars: 3,515 - Forks: 764

fastai/course22

The fast.ai course notebooks

Language: Jupyter Notebook - Size: 29.2 MB - Last synced: about 1 month ago - Pushed: about 2 months ago - Stars: 2,108 - Forks: 829

labmlai/labml

🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱

Language: Jupyter Notebook - Size: 101 MB - Last synced: 19 days ago - Pushed: 19 days ago - Stars: 1,870 - Forks: 127

utterworks/fast-bert

Super easy library for BERT based NLP models

Language: Python - Size: 2.08 MB - Last synced: 13 days ago - Pushed: 4 months ago - Stars: 1,847 - Forks: 340

github/covid19-dashboard

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

Language: Jupyter Notebook - Size: 737 MB - Last synced: 13 days ago - Pushed: 13 days ago - Stars: 1,644 - Forks: 425

cs-lazy-tools/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。

Language: TypeScript - Size: 1.12 MB - Last synced: 1 day ago - Pushed: 1 day ago - Stars: 1,323 - Forks: 133

fastai/fastcore

Python supercharged for the fastai library

Language: Jupyter Notebook - Size: 6.72 MB - Last synced: about 11 hours ago - Pushed: about 22 hours ago - Stars: 899 - Forks: 262

airctic/icevision

An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come

Language: Python - Size: 838 MB - Last synced: 15 days ago - Pushed: 8 months ago - Stars: 839 - Forks: 151

iceychris/LibreASR 📦

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

Language: Python - Size: 6.15 MB - Last synced: about 19 hours ago - Pushed: over 2 years ago - Stars: 680 - Forks: 30

fastai/fastai2 📦

Temporary home for fastai v2 while it's being developed

Language: Jupyter Notebook - Size: 504 MB - Last synced: 6 days ago - Pushed: almost 4 years ago - Stars: 643 - Forks: 237

FluxML/FastAI.jl

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

Language: Julia - Size: 1.15 GB - Last synced: 11 days ago - Pushed: 3 months ago - Stars: 584 - Forks: 53

hamelsmu/code_search

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

Language: Jupyter Notebook - Size: 73.6 MB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 490 - Forks: 140

apachecn/fastai-ml-dl-notes-zh

:book: [译] fast.ai 机器学习和深度学习中文笔记

Language: HTML - Size: 54.9 MB - Last synced: 2 months ago - Pushed: almost 3 years ago - Stars: 405 - Forks: 106

cccntu/minLoRA

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

Language: Jupyter Notebook - Size: 15.6 KB - Last synced: 3 months ago - Pushed: 11 months ago - Stars: 366 - Forks: 25

richarddwang/electra_pytorch

Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)

Language: Python - Size: 1.05 MB - Last synced: 6 months ago - Pushed: about 2 years ago - Stars: 319 - Forks: 41

outcastofmusic/quick-nlp

Pytorch NLP library based on FastAI

Language: Python - Size: 56.5 MB - Last synced: 30 days ago - Pushed: almost 6 years ago - Stars: 283 - Forks: 50

n-waves/multifit

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

Language: Jupyter Notebook - Size: 1.43 MB - Last synced: 7 months ago - Pushed: almost 4 years ago - Stars: 281 - Forks: 56

imskr/Plant_Disease_Detection

Plant Disease Detector Web Application

Language: Jupyter Notebook - Size: 87.7 MB - Last synced: 18 days ago - Pushed: over 1 year ago - Stars: 268 - Forks: 148

gabrielilharco/snap-n-eat

Food detection and recommendation with deep learning

Language: Jupyter Notebook - Size: 22.7 MB - Last synced: 7 months ago - Pushed: about 1 year ago - Stars: 266 - Forks: 73

PracticingMan/chinese_ulmfit

中文ULMFiT 情感分析文本分类

Language: Python - Size: 2.87 MB - Last synced: 7 months ago - Pushed: over 5 years ago - Stars: 249 - Forks: 39

fastai/timmdocs

Documentation for Ross Wightman's timm image model library

Language: Jupyter Notebook - Size: 6.38 MB - Last synced: 7 months ago - Pushed: 8 months ago - Stars: 240 - Forks: 19

tcapelle/timeseries_fastai

fastai V2 implementation of Timeseries classification papers.

Language: Jupyter Notebook - Size: 7.77 MB - Last synced: 10 days ago - Pushed: over 1 year ago - Stars: 240 - Forks: 18

nathanhubens/fasterai

FasterAI: Prune and Distill your models with FastAI and PyTorch

Language: Jupyter Notebook - Size: 32.4 MB - Last synced: 29 days ago - Pushed: 2 months ago - Stars: 235 - Forks: 17

fastai/fastdoc

Create publication-quality books from Jupyter notebooks

Language: Jupyter Notebook - Size: 1.51 MB - Last synced: 1 day ago - Pushed: about 1 year ago - Stars: 227 - Forks: 28

render-examples/fastai-v3

Starter app for fastai v3 model deployment on Render

Language: Python - Size: 47.9 KB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 212 - Forks: 2,352

PPPW/deep-learning-random-explore

Language: Jupyter Notebook - Size: 3.55 MB - Last synced: 3 months ago - Pushed: almost 5 years ago - Stars: 193 - Forks: 34

fastai/docker-containers

Docker images for fastai

Language: Shell - Size: 219 KB - Last synced: 19 days ago - Pushed: about 2 years ago - Stars: 169 - Forks: 38

rsomani95/shot-type-classifier

Detecting cinema shot types using a ResNet-50

Language: Jupyter Notebook - Size: 11.1 MB - Last synced: 6 months ago - Pushed: over 1 year ago - Stars: 168 - Forks: 38

fastaudio/fastaudio

🔊 Audio and fastai v2

Language: Python - Size: 3.96 MB - Last synced: 6 days ago - Pushed: 5 months ago - Stars: 165 - Forks: 44

fastai/fastscript 📦

A fast way to turn your python function into a script

Language: CSS - Size: 1.08 MB - Last synced: about 1 month ago - Pushed: about 2 years ago - Stars: 164 - Forks: 17

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.

Language: Java - Size: 7.25 MB - Last synced: 6 days ago - Pushed: over 1 year ago - Stars: 163 - Forks: 21

nestordemeure/fastai-extensions-repository

A list of extensions for the fastai library.

Size: 117 KB - Last synced: 3 days ago - Pushed: over 3 years ago - Stars: 160 - Forks: 6

cahya-wirawan/indonesian-language-models

Indonesian Language Models and its Usage

Language: Jupyter Notebook - Size: 61 MB - Last synced: 26 days ago - Pushed: 12 months ago - Stars: 149 - Forks: 28

walkwithfastai/walkwithfastai.github.io

Host for https://walkwithfastai.com

Language: Jupyter Notebook - Size: 53.8 MB - Last synced: 5 days ago - Pushed: about 1 year ago - Stars: 137 - Forks: 54

ChristianMarzahl/ObjectDetection

Some experiments with object detection in PyTorch

Language: Jupyter Notebook - Size: 63.6 MB - Last synced: 11 days ago - Pushed: over 3 years ago - Stars: 135 - Forks: 43

tmabraham/UPIT

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

Language: Jupyter Notebook - Size: 205 MB - Last synced: 4 days ago - Pushed: about 1 year ago - Stars: 133 - Forks: 21

npatta01/web-deep-learning-classifier

Deep Learning model to classify food (Web App)

Language: Jupyter Notebook - Size: 18.9 MB - Last synced: 6 months ago - Pushed: about 1 year ago - Stars: 132 - Forks: 89

Colorado-Mesa-University-Cybersecurity/DeepLearning-IDS

Network Intrusion Detection System using Deep Learning Techniques

Language: Python - Size: 157 MB - Last synced: about 1 month ago - Pushed: over 4 years ago - Stars: 124 - Forks: 47

simonw/cougar-or-not

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

Language: Jupyter Notebook - Size: 76.4 MB - Last synced: 18 days ago - Pushed: over 5 years ago - Stars: 121 - Forks: 60

EagerAI/fastai

R interface to fast.ai

Language: HTML - Size: 69 MB - Last synced: 4 days ago - Pushed: about 1 month ago - Stars: 118 - Forks: 13

IvLabs/stagewise-knowledge-distillation

Code implementation of Data Efficient Stagewise Knowledge Distillation paper.

Language: Jupyter Notebook - Size: 131 MB - Last synced: 6 months ago - Pushed: over 3 years ago - Stars: 113 - Forks: 7

surmenok/GTSRB

Convolutional Neural Network for German Traffic Sign Recognition Benchmark

Language: Jupyter Notebook - Size: 2.4 MB - Last synced: 7 months ago - Pushed: almost 2 years ago - Stars: 108 - Forks: 46

fastai/execnb

Execute a jupyter notebook, fast, without needing jupyter

Language: Jupyter Notebook - Size: 646 KB - Last synced: 13 days ago - Pushed: 14 days ago - Stars: 103 - Forks: 9

anurag/fastai-course-1

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

Language: Python - Size: 18.6 KB - Last synced: about 1 month ago - Pushed: over 3 years ago - Stars: 100 - Forks: 37

stratospark/UnityImageSynthesisTutorial1

Use Unity to generate synthetic images for deep learning image segmentation in PyTorch and fastai

Language: Jupyter Notebook - Size: 1.17 MB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 96 - Forks: 21

bkj/ulm-basenet

Implementation of ULMFit algorithm for text classification via transfer learning

Language: Python - Size: 67.4 KB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 94 - Forks: 18

cedrickchee/data-science-notebooks

Data science Python notebooks—a collection of Jupyter notebooks on machine learning, deep learning, statistical inference, data analysis and visualization.

Language: Jupyter Notebook - Size: 3.3 MB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 91 - Forks: 29

ai-fast-track/timeseries

Time Series package for fastai v2

Language: Jupyter Notebook - Size: 148 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 89 - Forks: 14

naity/image_tabular

Integrate image and tabular data for deep learning

Language: Jupyter Notebook - Size: 216 MB - Last synced: 4 days ago - Pushed: about 1 year ago - Stars: 83 - Forks: 36

svishnu88/TGS-SaltNet

Kaggle | 21st place solution for TGS Salt Identification Challenge

Language: Python - Size: 27.3 KB - Last synced: 22 days ago - Pushed: about 5 years ago - Stars: 83 - Forks: 24

apachecn/fastai-num-linalg-v2-zh

:book: [译] fast.ai 数值线性代数讲义 v2

Language: CSS - Size: 8.98 MB - Last synced: 3 months ago - Pushed: over 3 years ago - Stars: 78 - Forks: 20

gurvindersingh/mlapp 📦

ML model serving app based on APIs

Language: Python - Size: 76.2 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 70 - Forks: 6

adamshamsudeen/Vaaku2Vec

Language Modeling and Text Classification in Malayalam Language using ULMFiT

Language: Jupyter Notebook - Size: 1.09 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 68 - Forks: 17

neptune-ai/examples

📝 Examples of how to use Neptune for different use cases and with various MLOps tools

Language: Jupyter Notebook - Size: 32.3 MB - Last synced: 3 days ago - Pushed: 4 days ago - Stars: 67 - Forks: 24

aws-samples/amazon-sagemaker-endpoint-deployment-of-fastai-model-with-torchserve

Deploy FastAI Trained PyTorch Model in TorchServe and Host in Amazon SageMaker Inference Endpoint

Language: Jupyter Notebook - Size: 492 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 67 - Forks: 10

yassouali/fast.ai_notes

:notebook: Notes for fast.ai courses: intro to ML, Practical DL and Cutting edge DL.

Size: 22.4 MB - Last synced: about 1 year ago - Pushed: almost 5 years ago - Stars: 65 - Forks: 23

npatta01/mobile-deep-learning-classifier

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

Language: TypeScript - Size: 14 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 65 - Forks: 28

ThinamXx/Fastai

I will implement Fastai in each projects present in this repository.

Language: Jupyter Notebook - Size: 77.1 MB - Last synced: 22 days ago - Pushed: 10 months ago - Stars: 64 - Forks: 32

ducha-aiki/google-retrieval-challenge-2019-fastai-starter

fast.ai starter kit for Google Landmark Retrieval 2019 challenge

Language: Jupyter Notebook - Size: 2.74 MB - Last synced: 2 months ago - Pushed: about 5 years ago - Stars: 61 - Forks: 20

warner-benjamin/fastxtend

Train fastai models faster (and other useful tools)

Language: Jupyter Notebook - Size: 40.4 MB - Last synced: 2 days ago - Pushed: 2 days ago - Stars: 59 - Forks: 5

matjesg/deepflash2

A deep-learning pipeline for segmentation of ambiguous microscopic images.

Language: Jupyter Notebook - Size: 207 MB - Last synced: 21 days ago - Pushed: 2 months ago - Stars: 57 - Forks: 9

TheShadow29/FAI-notes

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

Language: Jupyter Notebook - Size: 5.57 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 57 - Forks: 15

kubeflow/code-intelligence 📦

ML-Powered Developer Tools, using Kubeflow

Language: Jupyter Notebook - Size: 14.4 MB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 56 - Forks: 21

asigalov61/SuperPiano

Absolutely amazing SOTA Google Colab (Jupyter) Notebooks for creating/training SOTA Music AI models and for generating music with Transformer technology (Google XLNet/Transformer-XL)

Language: Jupyter Notebook - Size: 95.6 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 55 - Forks: 12