From abfabb5730019356d19eac2d976071cd11eae269 Mon Sep 17 00:00:00 2001 From: "Anthony D. Blaom" Date: Mon, 17 Jun 2024 07:58:25 +1200 Subject: [PATCH 1/3] readme typo --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 8702c8e4..8507bc4f 100644 --- a/README.md +++ b/README.md @@ -56,7 +56,7 @@ Wrap in "iteration controls": ```julia stop_conditions = [ Step(1), # Apply controls every epoch - NumberLimit(1000), # Don't train for more than 100 steps + NumberLimit(1000), # Don't train for more than 1000 steps Patience(4), # Stop after 5 iterations of deteriation in validation loss NumberSinceBest(5), # Or if the best loss occurred 9 iterations ago TimeLimit(30/60), # Or if 30 minutes passed From 07e01b7f41bc3dd870dd08c7c97114cc45f91f5e Mon Sep 17 00:00:00 2001 From: "Anthony D. Blaom" Date: Mon, 17 Jun 2024 07:59:41 +1200 Subject: [PATCH 2/3] readme typos --- README.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index 8507bc4f..b91a73e4 100644 --- a/README.md +++ b/README.md @@ -56,10 +56,10 @@ Wrap in "iteration controls": ```julia stop_conditions = [ Step(1), # Apply controls every epoch - NumberLimit(1000), # Don't train for more than 1000 steps - Patience(4), # Stop after 5 iterations of deteriation in validation loss - NumberSinceBest(5), # Or if the best loss occurred 9 iterations ago - TimeLimit(30/60), # Or if 30 minutes passed + NumberLimit(1000), # Don't train for more than 1000 steps + Patience(4), # Stop after 4 iterations of deteriation in validation loss + NumberSinceBest(5), # Or if the best loss occurred 5 iterations ago + TimeLimit(30/60), # Or if 30 minutes has passed ] validation_losses = [] From 70dff6e24f09ff1286d3fedf78b10cce942e6d68 Mon Sep 17 00:00:00 2001 From: Essam Date: Wed, 3 Jul 2024 15:03:50 -0500 Subject: [PATCH 3/3] Update README.md --- README.md | 13 ++++++++----- 1 file changed, 8 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index b91a73e4..949f616b 100644 --- a/README.md +++ b/README.md @@ -1,8 +1,12 @@ -# MLJFlux +
+ image + +An interface to the Flux deep learning models for the [MLJ](https://github.com/alan-turing-institute/MLJ.jl) machine learning framework + +
+ +[![Stable](https://img.shields.io/badge/docs-stable-blue.svg)](https://fluxml.github.io/MLJFlux.jl/dev/) -An interface to the Flux deep learning models for the -[MLJ](https://github.com/alan-turing-institute/MLJ.jl) machine -learning framework. | Branch | Julia | CPU CI | GPU CI | Coverage | | -------- | ----- | ------ | ----- | -------- | @@ -21,7 +25,6 @@ learning framework. [coveralls-img-dev]: https://coveralls.io/repos/github/alan-turing-institute/MLJFlux.jl/badge.svg?branch=dev "Code Coverage" [coveralls-url]: https://github.com/FluxML/MLJFlux.jl/actions/workflows/ci.yml -[![Stable](https://img.shields.io/badge/docs-stable-blue.svg)](https://fluxml.github.io/MLJFlux.jl/dev/) ## Code Snippet