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figs
figs
 
 
src
src
 
 
.gitignore
.gitignore
 
 
.python-version
.python-version
 
 
LinearRegression.ipynb
LinearRegression.ipynb
 
 
LogisticRegression.ipynb
LogisticRegression.ipynb
 
 
NMF_Non-Negative Matrix Factorization.ipynb
NMF_Non-Negative Matrix Factorization.ipynb
 
 
PCA_Principal Component Analysis.ipynb
PCA_Principal Component Analysis.ipynb
 
 
README.md
README.md
 
 
RF_RandomForestの実装.ipynb
RF_RandomForestの実装.ipynb
 
 
SVD_Singular Value Decomposition.ipynb
SVD_Singular Value Decomposition.ipynb
 
 
_config.yml
_config.yml
 
 
_toc.yml
_toc.yml
 
 
activation_functions.ipynb
activation_functions.ipynb
 
 
ae.ipynb
ae.ipynb
 
 
ae.myst.md
ae.myst.md
 
 
ae_mnist.myst.md
ae_mnist.myst.md
 
 
bib.myst.md
bib.myst.md
 
 
cbow.myst.md
cbow.myst.md
 
 
cnn.ipynb
cnn.ipynb
 
 
dcgan.ipynb
dcgan.ipynb
 
 
gan.ipynb
gan.ipynb
 
 
index.md
index.md
 
 
intro.md
intro.md
 
 
k-Means_解答.ipynb
k-Means_解答.ipynb
 
 
k-Means_課題.ipynb
k-Means_課題.ipynb
 
 
k-NN_k-Nearest Neighbors Classifier_実装.ipynb
k-NN_k-Nearest Neighbors Classifier_実装.ipynb
 
 
k-NN_k-Nearest Neighbors Classifier_実装_ans.ipynb
k-NN_k-Nearest Neighbors Classifier_実装_ans.ipynb
 
 
k-NN_k-Nearest Neighbors Classifier_解説.ipynb
k-NN_k-Nearest Neighbors Classifier_解説.ipynb
 
 
loss_functions.ipynb
loss_functions.ipynb
 
 
lstm.ipynb
lstm.ipynb
 
 
matrix_ops.ipynb
matrix_ops.ipynb
 
 
mlp.ipynb
mlp.ipynb
 
 
mlp_iris.myst.md
mlp_iris.myst.md
 
 
perceptron.ipynb
perceptron.ipynb
 
 
perceptron.myst.md
perceptron.myst.md
 
 
pyproject.toml
pyproject.toml
 
 
python.myst.md
python.myst.md
 
 
ref.bib
ref.bib
 
 
requirements-dev.lock
requirements-dev.lock
 
 
requirements.lock
requirements.lock
 
 
requirements.txt
requirements.txt
 
 
rnn.ipynb
rnn.ipynb
 
 
skip_gram.ipynb
skip_gram.ipynb
 
 
skipgram.myst.md
skipgram.myst.md
 
 
wgan.ipynb
wgan.ipynb
 
 
word2vec.ipynb
word2vec.ipynb
 
 

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Data ScienceやPattern Recognition and Machine Learningの資料集です．wip

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