diff --git a/README.md b/README.md index 4646ea9..8a564ec 100644 --- a/README.md +++ b/README.md @@ -133,9 +133,9 @@ Unlabeled::build(array_transpose([$scores, $losses])) Here is an example of what the validation score and training loss look like when plotted. You can plot the values yourself by importing the `progress.csv` file into your favorite plotting software. -![R Squared Score](https://raw.githubusercontent.com/RubixML/Housing/master/docs/images/validation-score.svg?sanitize=true) +![R Squared Score](https://raw.githubusercontent.com/RubixML/Housing/master/docs/images/validation-score.png) -![L2 Loss](https://raw.githubusercontent.com/RubixML/Housing/master/docs/images/training-loss.svg?sanitize=true) +![L2 Loss](https://raw.githubusercontent.com/RubixML/Housing/master/docs/images/training-loss.png) ### Saving diff --git a/composer.json b/composer.json index 4081ea1..0a7d07c 100644 --- a/composer.json +++ b/composer.json @@ -13,17 +13,13 @@ "authors": [ { "name": "Andrew DalPino", - "email": "me@andrewdalpino.com", - "homepage": "https://andrewdalpino.com", + "homepage": "https://github.com/andrewdalpino", "role": "Lead Engineer" } ], "require": { "php": ">=7.2", - "rubix/ml": "^0.1.0" - }, - "suggest": { - "ext-tensor": "For faster training and inference" + "rubix/ml": "^0.3.0" }, "scripts": { "predict": "@php predict.php", diff --git a/docs/images/training-loss.png b/docs/images/training-loss.png new file mode 100644 index 0000000..651d80d Binary files /dev/null and b/docs/images/training-loss.png differ diff --git a/docs/images/training-loss.svg b/docs/images/training-loss.svg deleted file mode 100644 index 4fb8779..0000000 --- a/docs/images/training-loss.svg +++ /dev/null @@ -1,234 +0,0 @@ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 1 - 6 - 11 - 16 - 21 - 26 - 31 - 36 - 41 - 46 - 51 - 56 - 61 - 66 - 71 - 76 - 81 - 0 - 1000000000 - 2000000000 - 3000000000 - 4000000000 - 5000000000 - 6000000000 - 7000000000 - Training Loss - Rubix ML Gradient Boost - - loss - Epoch - L2 Loss - \ No newline at end of file diff --git a/docs/images/validation-score.png b/docs/images/validation-score.png new file mode 100644 index 0000000..44a64fe Binary files /dev/null and b/docs/images/validation-score.png differ diff --git a/docs/images/validation-score.svg b/docs/images/validation-score.svg deleted file mode 100644 index 7d02fb2..0000000 --- a/docs/images/validation-score.svg +++ /dev/null @@ -1,246 +0,0 @@ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - 1 - 6 - 11 - 16 - 21 - 26 - 31 - 36 - 41 - 46 - 51 - 56 - 61 - 66 - 71 - 76 - 81 - 0 - 0.1 - 0.2 - 0.3 - 0.4 - 0.5 - 0.6 - 0.7 - 0.8 - 0.9 - 1 - Validation Score - Rubix ML Gradient Boost - - score - Epoch - R Squared - \ No newline at end of file