CSCI-567：各种机器学习算法
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2021-02-20
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CSCI-567-master.zip （78个子文件） 
CSCI-567-master pa4 p1 
kmeansTest.py 6KB .ipynb_checkpoints PA4_kmeans-checkpoint.ipynb 15KB
PA4img.png 159KB PA4_kmeans.ipynb 15KB Algo1.png 258KB utils.py 546B
baboon.tiff 768KB kmeans++.png 60KB plots compressed_baboon.png 208KB digits.png 2KB toy_dataset_real_labels.png 49KB toy_dataset.png 48KB toy_dataset_predicted_labels.png 51KB Algo2.png 96KB __pycache__ utils.cpython-37.pyc 930B kmeans.cpython-37.pyc 7KB data_loader.cpython-37.pyc 1KB kmeans.py 10KB .gitconfig 47B data_loader.py 942B p2 hmm_test_script.py 3KB .ipynb_checkpoints PA4_HMM-checkpoint.ipynb 16KB speech_tagging.py 4KB
sentences.txt 11.15MB hmm.py 5KB tags.txt 47B __pycache__ hmm.cpython-37.pyc 5KB speech_tagging.cpython-37.pyc 4KB .gitconfig 47B PA4_HMM.ipynb 16KB hmm_model.json 215B pa1 bryceros@usc.edu_work_209375_s209375_41278_Jan_18_2019_3-47-22pm_PST .ipynb_checkpoints PA1-checkpoint.ipynb 20KB PA1 instruction-checkpoint.ipynb 24KB PA1.ipynb 75KB hw1_knn.py 2KB
Instruction of PA.pdf 220KB data.py 2KB test.py 3KB F1Score.png 71KB hw1_dt.py 4KB .vscode launch.json 2KB settings.json 95B utils.py 14KB car.data 25KB __pycache__ utils.cpython-37.pyc 11KB hw1_knn.cpython-37.pyc 2KB hw1_dt.cpython-37.pyc 4KB data.cpython-37.pyc 3KB .gitconfig 47B heart_disease.csv 18KB PA1 instruction.ipynb 24KB pa2 part2_binary_and_multiple_classification classification.py 3KB mnist_subset.json 32.37MB multiclass.sh 96B bm_classify.py 8KB test.py 1KB .vscode launch.json 2KB settings.json 38B binary.sh 89B multiclass.out 0B __pycache__ bm_classify.cpython-37.pyc 7KB data_loader.cpython-37.pyc 2KB binary.out 0B data_loader.py 2KB part1_linear_regression winequality-white.csv 232KB linear_regression.py 4KB __pycache__ data_loader.cpython-37.pyc 1KB linear_regression.cpython-37.pyc 4KB data_loader.py 1KB linear_regression_test.py 4KB pa3 .ipynb_checkpoints PA3-checkpoint.ipynb 161KB MLP_lr0.01_m0.0_w0.0_d0.0_arelu.json 166B mnist_subset.json 32.37MB MLP_diagram.png 110KB utils.py 3KB __pycache__ utils.cpython-37.pyc 3KB PA3.ipynb 161KB neural_networks.py 22KB
量子学园
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