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50 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

Course22 ⭐ 1,878

The fast.ai course notebooks

Labml ⭐ 1,771

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

Azureml Examples ⭐ 1,442

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

Reloading ⭐ 950

Change Python code while it's running without losing state

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"

Fastai Ml Dl Notes Zh ⭐ 350

📖 [译] fast.ai 机器学习和深度学习中文笔记

🎯 Personal data science and machine learning toolbox

Fastai V3 ⭐ 205

Starter app for fastai v3 model deployment on Render

Plant_disease_detection ⭐ 192

Plant Disease Detector Web Application

Timmdocs ⭐ 158

Documentation for Ross Wightman's timm image model library

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

Indonesian Language Models ⭐ 126

Indonesian Language Models and its Usage

Walkwithfastai.github.io ⭐ 126

Host for https://walkwithfastai.com

Fastai Serving ⭐ 117

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

Ml Dl Scripts ⭐ 106

The repository provides usefull python scripts for ML and data analysis

Ulm Basenet ⭐ 97

Implementation of ULMFit algorithm for text classification via transfer learning

Data Science Notebooks ⭐ 86

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

ML model serving app based on APIs

Polyaxon Examples ⭐ 65

Code for tutorials and examples

Book.fast.ai ⭐ 60

Information for readers of the fastai book

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

Code Intelligence ⭐ 55

ML-Powered Developer Tools, using Kubeflow

Fastxtend ⭐ 53

Train fastai models faster (and other useful tools)

Fast.ai_notes ⭐ 53

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

Convolutional Neural Network for German Traffic Sign Recognition Benchmark

Superpiano ⭐ 32

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)

Benchmarking And Mli Experiments On The Adult Dataset ⭐ 32

Contains benchmarking and interpretability experiments on the Adult dataset using several libraries

Fastkaggle ⭐ 30

Kaggling for fast kagglers!

Fastai_notes ⭐ 30

My classnotes, experiments, reproducible notebooks from fast.ai Deep Learning Class (v2)

2018 Cycle 2 ⭐ 29

Contents covered in sessions of AI Saturdays (cycle 2) as well as relevant material for further study.

Coronavirus Mask Image Dataset ⭐ 28

Image dataset from Instagram of people wearing medical masks, no mask, or a non-medical (DIY) mask

Mlt X Fastai ⭐ 23

Fast.ai study sessions organized by MLT.

Identify_the_animal ⭐ 20

1st place solution of Deep Learning Beginner Challenge

Course22 Web ⭐ 18

Website for Practical Deep Learning for Coders 2022

Yandex Algorithm Ml Track 2018 ⭐ 15

Deep learning library that builds on and extends Microsoft CNTK

Fastai4glams ⭐ 13

A study group for v4 of the fastai introduction to deep learning course with a focus on applications in GLAM settings

Fastai Fall2018 ⭐ 12

🏃Notebooks from the USCF Deep Learning course (fast.ai v3)

Awesome Fastai ⭐ 11

collection of fastai resources: blog posts, twitter threads etc.

Fastai2 Vision App ⭐ 10

Starter Pack for creating fast responsive Web App for FastAI Version 2 Vision models

Diabetic Retnopathy Classification Convolutionalneuralnetwork ⭐ 9

A Deep Convolutional Neural Network for Diabetic Retinopathy classification

PyTorch helper code

Rockpaperscissorsfastai ⭐ 8

An Image Classifier web app built with Fastai and Pytorch using Transfer Learning. These notebooks contain the code from the medium blog articles from the series: A Fast Introduction to Fastai-My Experience.

Boyorgirl ⭐ 8

A web application + neural net to distinguish baby boys and girls

Ethics.fast.ai ⭐ 8

The fast.ai data ethics course

Mlprojects ⭐ 8

Some of my ML projects and Kaggle competitions

Skin Cancer Detection Transferlearning Fastai Flask ⭐ 8

Deep transfer learning-based skin cancer detection flask web app deployed on Heroku

Aiforsea Cv Cars ⭐ 7

Fine-Grained Visual Classification on Stanford Cars Dataset

Issueslanguagemodel ⭐ 6

A Language model trained on a large corpus of GitHub Issues

Wgan_ai_logo ⭐ 6

Generation of AI logos using Wasserstein GAN. PyTorch, fastai.

Aa Nps Analysis ⭐ 5

NPS sentiment analysis

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