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Name		Name	Last commit message	Last commit date
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MarkovChain_Tutorial_files		MarkovChain_Tutorial_files
bayesian_files		bayesian_files
data		data
images		images
lda		lda
linear-regression_files		linear-regression_files
logistic-regression_files		logistic-regression_files
unsupervised-learning_files		unsupervised-learning_files
.gitignore		.gitignore
MarkovChain_Tutorial.ipynb		MarkovChain_Tutorial.ipynb
MarkovChain_Tutorial.md		MarkovChain_Tutorial.md
RegressionTechBlog.markdown		RegressionTechBlog.markdown
RegressionTechBlog_zh.md		RegressionTechBlog_zh.md
Transformer_FineTuning_Demo.ipynb		Transformer_FineTuning_Demo.ipynb
ai-topics.ipynb		ai-topics.ipynb
auto-mpg.csv		auto-mpg.csv
back-propagation.ipynb		back-propagation.ipynb
bayesian.ipynb		bayesian.ipynb
bayesian.md		bayesian.md
bayesian_zh.md		bayesian_zh.md
bdt.md		bdt.md
data-preparation-enhanced.ipynb		data-preparation-enhanced.ipynb
data-preparation.ipynb		data-preparation.ipynb
dp.ipynb		dp.ipynb
enhanced_data_preparation.py		enhanced_data_preparation.py
functions.ipynb		functions.ipynb
gmm-3d.ipynb		gmm-3d.ipynb
gmm-3d.png		gmm-3d.png
linear-regression.ipynb		linear-regression.ipynb
linear-regression.md		linear-regression.md
logistic-regression.ipynb		logistic-regression.ipynb
logistic-regression.md		logistic-regression.md
lr-exercises.ipynb		lr-exercises.ipynb
metrics.ipynb		metrics.ipynb
ml_study.code-workspace		ml_study.code-workspace
model-hyperparam.ipynb		model-hyperparam.ipynb
moe.ipynb		moe.ipynb
nb-table.png		nb-table.png
nlp.ipynb		nlp.ipynb
nn.ipynb		nn.ipynb
one-shot.ipynb		one-shot.ipynb
openmodels.ipynb		openmodels.ipynb
optimization.md		optimization.md
optimization_visualizer.py		optimization_visualizer.py
prompt_tuning_hotpotqa.ipynb		prompt_tuning_hotpotqa.ipynb
rag.ipynb		rag.ipynb
reinforcement-learning.ipynb		reinforcement-learning.ipynb
rnn.ipynb		rnn.ipynb
scikit.ipynb		scikit.ipynb
scipy.ipynb		scipy.ipynb
search.ipynb		search.ipynb
svd.md		svd.md
transformer.ipynb		transformer.ipynb
unsupervised-learning.ipynb		unsupervised-learning.ipynb
unsupervised-learning.md		unsupervised-learning.md
weight-initializer.ipynb		weight-initializer.ipynb
word-embeddings.ipynb		word-embeddings.ipynb
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