From 44f03dfd45653fd95397eb30b425460bbb3983ed Mon Sep 17 00:00:00 2001 From: marc <78002988+novak-99@users.noreply.github.com> Date: Thu, 27 May 2021 20:04:26 -0700 Subject: [PATCH] Update README.md --- README.md | 20 ++++++++++++++++++++ 1 file changed, 20 insertions(+) diff --git a/README.md b/README.md index 233c129..79c2a26 100644 --- a/README.md +++ b/README.md @@ -55,3 +55,23 @@ Machine learning is a vast and exiciting discipline, garnering attention from sp - Xavier Uniform - He Normal - He Uniform +3. ***Prebuilt Neural Networks*** + 1. Multilayer Peceptron + 2. Autoencoder + 3. Softmax Network +4. ***Natural Language Processing*** + 1. Word2Vec (Continous Bag of Words, Skip-N Gram) + 2. Stemming + 3. Bag of Words + 4. TFIDF + 5. Tokenization + 6. Auxiliary Text Processing Functions +5. ***Computer Vision*** + 1. The Convolution Operation + 2. Max, Min, Average Pooling + 3. Global Max, Min, Average Pooling + 4. Prebuilt Feature Detectors + - Horizontal/Vertical Prewitt Filter + - Horizontal/Vertical Sobel Filter + - Horizontal/Vertical Scharr Filter + - Horizontal/Vertical Roberts Filter