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@ -55,3 +55,23 @@ Machine learning is a vast and exiciting discipline, garnering attention from sp
- Xavier Uniform - Xavier Uniform
- He Normal - He Normal
- He Uniform - 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