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age-detector

Detecting A Person's Age In A Photo

blog-post-codes

This repository contains the codes (usually Jupyter Notebooks) for my blog posts.

contests-final-code

Place to store information on how I solved contests

course-v4

Pre-release of v4 of course.fast.ai

covid19_ms1

Analysis notebooks for "SARS-CoV-2 entry factors are highly expressed in nasal epithelial cells together with innate immune genes".

dfencoder

electronic-health-records-grus

fastai-vision-app

Starter Pack for creating fast responsive Web App for Fast.AI Vision models

fastai2-vision-app

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

fastai_autoencoder

fastinference

A collection of inference modules for fastai2

forecasting

Time Series Forecasting Best Practices & Examples

generative-ai-for-beginners

12 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

genomics

Deep learning in genomics

hospitalmortalityrate

mrnet-fastai

Deep Learning CNN using FastAI for the Stanford MRNet Knee MRI diagnosis challenge

ms-dos

The original sources of MS-DOS 1.25 and 2.0, for reference purposes

oaprogression

Multimodal Machine Learning-based Knee Osteoarthritis Progression Prediction from Plain Radiographs and Clinical Data

objectdetection

Some experiments with object detection in PyTorch

practical-deep-learning-for-coders

Material for my run of Fast.AI

practical-deep-learning-for-coders-2.0

Notebooks for the "A walk with fastai2" Study Group and Lecture Series

predicting-future-medical-diagnoses-with-rnns-using-fast-ai-api-from-scratch

private-ai

Repository with tutorials and applications of Private-AI algorithms with PySyft

pysyft

A library for answering questions using data you cannot see

pytorch-serverless

FastAI PyTorch Serverless API (w/ AWS Lambda)

quickdraw

recursion-cellular-image-classification

recursion-cellular-image-classification

rsna-intracranial

shap

A game theoretic approach to explain the output of any machine learning model.

tsne-embedding-visualisation

A Simple and easy to use way to Visualise Embeddings!