GitHub - anastasiahorne/Intro-Machine-Learning: Completed Assignments for CSCI 470, Fall '23

Course work completed in an introduction to machine learning course in the Fall of 2023.

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
1a_Getting_Started.ipynb		1a_Getting_Started.ipynb
1b_Optimization.ipynb		1b_Optimization.ipynb
2a_Supervised_Learning.ipynb		2a_Supervised_Learning.ipynb
2b_SL_Regularization.ipynb		2b_SL_Regularization.ipynb
2c_SL _SVM_Kernel.ipynb		2c_SL _SVM_Kernel.ipynb
3a_Unsupervised_Learning.ipynb		3a_Unsupervised_Learning.ipynb
3b_UL_Manifold.ipynb		3b_UL_Manifold.ipynb
3c_UL_Matrix_Completion.ipynb		3c_UL_Matrix_Completion.ipynb
3d_UL_Density_Estimation.ipynb		3d_UL_Density_Estimation.ipynb
4a_FL_Feature_Selection.ipynb		4a_FL_Feature_Selection.ipynb
4b_FL_Feature_Extraction.ipynb		4b_FL_Feature_Extraction.ipynb
5a_Deep_Learning.ipynb		5a_Deep_Learning.ipynb
5b_DL_Autoencoders.ipynb		5b_DL_Autoencoders.ipynb
5c_DL_CNN.ipynb		5c_DL_CNN.ipynb
5d_Natural_Language_Processing.ipynb		5d_Natural_Language_Processing.ipynb
5e_DL_RNN.ipynb		5e_DL_RNN.ipynb
6_GAN.ipynb		6_GAN.ipynb
6_Reinforcement_Learning.ipynb		6_Reinforcement_Learning.ipynb
CS1-Python_and_Pandas.ipynb		CS1-Python_and_Pandas.ipynb
CS2-Data_Visualization.ipynb		CS2-Data_Visualization.ipynb
Kaggle_Project_Data_Cleaning.ipynb		Kaggle_Project_Data_Cleaning.ipynb
Numpy.ipynb		Numpy.ipynb
README.md		README.md
titanic.csv		titanic.csv

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