Machine Learning Notes
Fundamentals
GitHub
Machine Learning Notes
GitHub
ML Notes
Fundamentals
Fundamentals
Calculus
Linear Algebra
Probability
Natural Language Processing (NLP)
Weight Initializers
Optimizers
Optimizers
Adam
SGD
Regularization
Convolution
Max Pooling
Batch Norm
RNN
LSTM
Tokenization
Tokenization
HF Tokenizer
BPE Tokenization
WordPiece [WIP]
Unigram [WIP]
Neural Tokenizer [WIP]
Models
Models
RCNN
Faster RCNN
FCOS
Resnet
VGG
Papers
Papers
ResNet [WIP]
Seq2Seq
Additive Attention
Dot Product Attention
Transformer
GPT-1
BERT
Fundamentals
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