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Search results for fastai

359 search results found

Fastai ⭐ 25,112

The fastai deep learning library

Fastbook ⭐ 19,737

The fastai book, published as Jupyter Notebooks

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

Nbdev ⭐ 4,644

Create delightful software with Jupyter Notebooks

Fastpages ⭐ 3,435

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

Course22 ⭐ 1,878

The fast.ai course notebooks

Fast Bert ⭐ 1,846

Super easy library for BERT based NLP models

Labml ⭐ 1,771

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

Covid19 Dashboard ⭐ 1,645

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

Azureml Examples ⭐ 1,442

Official community-driven Azure Machine Learning examples, tested with GitHub Actions.

Fastai_deeplearn_part1 ⭐ 1,136

Notes for Fastai Deep Learning Course

Reloading ⭐ 950

Change Python code while it's running without losing state

Fastcore ⭐ 851

Python supercharged for the fastai library

Icevision ⭐ 823

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

Imagenette ⭐ 680

A smaller subset of 10 easily classified classes from Imagenet, and a little more French

Libreasr ⭐ 647

💬 An On-Premises, Streaming Speech Recognition System

Fastai.jl ⭐ 575

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

Tutorials ⭐ 552

Code for some of my articles

Code_search ⭐ 474

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

Swiftai ⭐ 432

Swift for TensorFlow's high-level API, modeled after fastai

Deep Learning ⭐ 430

A few notebooks about deep learning in pytorch

Musical Neural Net ⭐ 410

Train an LSTM to generate piano or violin/piano music.

Spec_augment ⭐ 374

🔦 A Pytorch implementation of GoogleBrain's SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition

Fastai Ml Dl Notes Zh ⭐ 350

📖 [译] fast.ai 机器学习和深度学习中文笔记

Multifit ⭐ 280

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

Self_supervised ⭐ 277

Implementation of popular SOTA self-supervised learning algorithms as Fastai Callbacks.

Quick Nlp ⭐ 275

Pytorch NLP library based on FastAI

A library that integrates huggingface transformers with the world of fastai, giving fastai devs everything they need to train, evaluate, and deploy transformer specific models.

🎯 Personal data science and machine learning toolbox

Electra_pytorch ⭐ 246

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

Vision_ui ⭐ 238

UI visual interface for fastai - now compatible with Google Colab

Fasterai ⭐ 226

FasterAI: Prune and Distill your models with FastAI and PyTorch

Timeseries_fastai ⭐ 224

fastai V2 implementation of Timeseries classification papers.

Minlora ⭐ 217

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

Fastai V3 ⭐ 205

Starter app for fastai v3 model deployment on Render

Snap N Eat ⭐ 204

Food detection and recommendation with deep learning

Fastdoc ⭐ 204

Create publication-quality books from Jupyter notebooks

Plant_disease_detection ⭐ 192

Plant Disease Detector Web Application

Hindi2vec ⭐ 188

State-of-the-Art Language Modeling and Text Classification in Hindi Language

Simpleselfattention ⭐ 184

A simpler version of the self-attention layer from SAGAN, and some image classification results.

Fastai_audio ⭐ 180

Deep Learning Random Explore ⭐ 172

Quickdraw ⭐ 166

Fastscript ⭐ 161

A fast way to turn your python function into a script

Timmdocs ⭐ 158

Documentation for Ross Wightman's timm image model library

Fastai_audio ⭐ 156

[DEPRECATED] 🔊️ Audio with fastaiv1

Semtorch ⭐ 148

Pytorch Serverless ⭐ 146

FastAI PyTorch Serverless API (w/ AWS Lambda)

Fastaudio ⭐ 144

🔊 Audio and fastai v2

Docker Containers ⭐ 143

Docker images for fastai

Tensordash ⭐ 139

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.

Comet Examples ⭐ 131

Examples of Machine Learning code using Comet.ml

Awesome Fastai ⭐ 127

Curated lists of fastai resources: blog posts, twitter threads etc.

Indonesian Language Models ⭐ 126

Indonesian Language Models and its Usage

Walkwithfastai.github.io ⭐ 126

Host for https://walkwithfastai.com

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

Fastai Extensions Repository ⭐ 121

A list of extensions for the fastai library.

Fastai Serving ⭐ 117

A Docker image for serving fast.ai models, mimicking the API of Tensorflow Serving

Fast_tabnet ⭐ 116

TabNet for fastai

R interface to fast.ai

Web Deep Learning Classifier ⭐ 112

Deep Learning model to classify food (Web App)

Google Images Dataset ⭐ 108

This repository provides the necessary code to create your own Google Images Dataset.

Ml Dl Scripts ⭐ 106

The repository provides usefull python scripts for ML and data analysis

Objectdetection ⭐ 104

Some experiments with object detection in PyTorch

Cougar Or Not ⭐ 101

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

Fastai Course 1 ⭐ 98

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

Ulm Basenet ⭐ 97

Implementation of ULMFit algorithm for text classification via transfer learning

Execute a jupyter notebook, fast, without needing jupyter

Ranger Mish Imagewoof 5 ⭐ 93

Repo to build on / reproduce the record breaking Ranger-Mish-SelfAttention setup on FastAI ImageWoof dataset 5 epochs

Deep_learning_explorations ⭐ 89

Codes and experiments while learning and exploring deep learning by personal curiosity and online courses

Fastai_extensions ⭐ 87

Code you can use jointly with fastai

Data Science Notebooks ⭐ 86

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

A simple Auto-Regressive Neural Network for time-series

Fit your tensorflow model using fastai and PyTorch

Tgs Saltnet ⭐ 80

Kaggle | 21st place solution for TGS Salt Identification Challenge

Shot Type Classifier ⭐ 76

Detecting cinema shot types using a ResNet-50

v1 of the fastai library. v2 is the current version. v1 is still supported for bug fixes, but will not receive new features.

Deepfrench ⭐ 73

NLP French language model implementing ULMFiT

ML model serving app based on APIs

Fastai Num Linalg V2 Zh ⭐ 69

📖 [译] fast.ai 数值线性代数讲义 v2

Deeplearning Ids ⭐ 68

Network Intrusion Detection System using Deep Learning Techniques

Ko Translation ⭐ 67

fast.ai 관련, 영문 글들을 번역하고 관리하기 위한 저장소 입니다.

Vaaku2vec ⭐ 65

Language Modeling and Text Classification in Malayalam Language using ULMFiT

Learning Deep ⭐ 65

All my deep learning notes: contains v1 of machine learning with Jeremy Howard, and v1 of Fastai Deep Learning 2018 part 1

Polyaxon Examples ⭐ 65

Code for tutorials and examples

Fasthugs ⭐ 63

Use fastai-v2 with HuggingFace's pretrained transformers

Mobile Deep Learning Classifier ⭐ 63

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

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

Book.fast.ai ⭐ 60

Information for readers of the fastai book

Unityimagesynthesistutorial1 ⭐ 60

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

Stagewise Knowledge Distillation ⭐ 60

Code implementation of Data Efficient Stagewise Knowledge Distillation paper.

Examples ⭐ 60

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

Google Retrieval Challenge 2019 Fastai Starter ⭐ 58

fast.ai starter kit for Google Landmark Retrieval 2019 challenge

Fastai Projects ⭐ 55

Jupyter notebooks that use the Fastai library

Code Intelligence ⭐ 55

ML-Powered Developer Tools, using Kubeflow

Danbooru Pretrained ⭐ 55

Pretrained pytorch models for the Danbooru2018 dataset

Amazon Sagemaker Endpoint Deployment Of Fastai Model With Torchserve ⭐ 53

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

Fast.ai_notes ⭐ 53

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

Fastxtend ⭐ 53

Train fastai models faster (and other useful tools)

1-100 of 359 search results

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