GitHub - wenxuan0923/My-notes: Thalia's study notes: Stats, Algo, Coding

This is Thalia's study notes including:

Machine Learning Models
Deep Learning Models
Statistics
Python tutorial
R tutorial
Time Series
Web Development - Flask
Something else like Google Cloud, JupyterHub, ...

Name		Name	Last commit message	Last commit date
Latest commit History 80 Commits
pics		pics
Attention_seq2seq.ipynb		Attention_seq2seq.ipynb
BERT_with_tfHub.ipynb		BERT_with_tfHub.ipynb
Classification_on_imbalanced_data.ipynb		Classification_on_imbalanced_data.ipynb
CountVectorizer_TfidfVectorizer.ipynb		CountVectorizer_TfidfVectorizer.ipynb
DL_Cov2D.ipynb		DL_Cov2D.ipynb
DL_Math_of_Layers.ipynb		DL_Math_of_Layers.ipynb
DL_Tensor.ipynb		DL_Tensor.ipynb
DL_example_IMDB.ipynb		DL_example_IMDB.ipynb
DL_example_newswires.ipynb		DL_example_newswires.ipynb
DL_hello_world.ipynb		DL_hello_world.ipynb
DL_multivariate_time_series.ipynb		DL_multivariate_time_series.ipynb
DL_text_preprocss.ipynb		DL_text_preprocss.ipynb
DL_univariate_time_series.ipynb		DL_univariate_time_series.ipynb
Data_Augmentation_ImageDataGenerator.ipynb		Data_Augmentation_ImageDataGenerator.ipynb
EDA_for_text.ipynb		EDA_for_text.ipynb
Eigenv_intuition.ipynb		Eigenv_intuition.ipynb
MNITS_TPU.ipynb		MNITS_TPU.ipynb
Python_Generator.ipynb		Python_Generator.ipynb
README.md		README.md
R_tutorial_data_types_structures.Rmd		R_tutorial_data_types_structures.Rmd
SVD_intuition.ipynb		SVD_intuition.ipynb
Tensor2Tensor.ipynb		Tensor2Tensor.ipynb
Topic_modeling_LDA.ipynb		Topic_modeling_LDA.ipynb
Transformer_concise.ipynb		Transformer_concise.ipynb
backpropagation.ipynb		backpropagation.ipynb
collaborative_filtering_TMDB.ipynb		collaborative_filtering_TMDB.ipynb
covariance_and_correlation.ipynb		covariance_and_correlation.ipynb
ggplot2_Densityplots.Rmd		ggplot2_Densityplots.Rmd
ggplot2_Scatterplots.Rmd		ggplot2_Scatterplots.Rmd
gradient_vanishing_exploding.ipynb		gradient_vanishing_exploding.ipynb
hypothesis_test.ipynb		hypothesis_test.ipynb
jupyterhub.md		jupyterhub.md
logistic_regression.ipynb		logistic_regression.ipynb
ml_linear_regression.ipynb		ml_linear_regression.ipynb
p_value.ipynb		p_value.ipynb
process_raw_imdb_data.ipynb		process_raw_imdb_data.ipynb
python_class.ipynb		python_class.ipynb
python_decorator.ipynb		python_decorator.ipynb
python_iterator.ipynb		python_iterator.ipynb
python_list_operation.ipynb		python_list_operation.ipynb
python_map.ipynb		python_map.ipynb
python_zip.ipynb		python_zip.ipynb
rnn_architecture.ipynb		rnn_architecture.ipynb
scale_features.ipynb		scale_features.ipynb
style_pandas_df.ipynb		style_pandas_df.ipynb
super_inheritance.ipynb		super_inheritance.ipynb
time_series_ar.ipynb		time_series_ar.ipynb
time_series_arima.ipynb		time_series_arima.ipynb
time_series_ma.ipynb		time_series_ma.ipynb
time_series_stationary_checking.ipynb		time_series_stationary_checking.ipynb
time_series_transformation.ipynb		time_series_transformation.ipynb
time_series_visulization.ipynb		time_series_visulization.ipynb

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