machine-learning-notes

A repository to save my machine learning notes.

Name		Name	Last commit message	Last commit date
Latest commit History 68 Commits
fashionmnist		fashionmnist
images		images
imdb		imdb
nerualstudycase		nerualstudycase
transformer		transformer
word2vec		word2vec
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
attention_mechanism.ipynb		attention_mechanism.ipynb
backpropagation.ipynb		backpropagation.ipynb
fashion_mnist.ipynb		fashion_mnist.ipynb
interview.ipynb		interview.ipynb
knn.ipynb		knn.ipynb
knn.py		knn.py
naive_bayes_classifier.ipynb		naive_bayes_classifier.ipynb
nerual_networks_case_study.ipynb		nerual_networks_case_study.ipynb
neural_networks.ipynb		neural_networks.ipynb
ngrams.ipynb		ngrams.ipynb
probability_and_information_theory.ipynb		probability_and_information_theory.ipynb
regularization.ipynb		regularization.ipynb
requirements.txt		requirements.txt
softmax_classifier.ipynb		softmax_classifier.ipynb
text_classfiy_imdb.ipynb		text_classfiy_imdb.ipynb
transformer.ipynb		transformer.ipynb
transformer_pytorch.ipynb		transformer_pytorch.ipynb
word2vec.ipynb		word2vec.ipynb

hfxunlp/machine-learning-notes