Python-机器学习最优化课程资料
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2019-08-11
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Python-机器学习最优化课程资料 （100个子文件） 
literature.bib 2KB IEEEtran.cls 275KB movielens100k.csv 1.32MB movielens100k.csv 1.32MB height_weight_genders.csv 408KB height_weight_genders.csv 408KB height_weight_genders.csv 408KB height_weight_genders.csv 408KB Concrete_Data.csv 57KB Concrete_Data.csv 57KB Concrete_Data.csv 57KB Concrete_Data.csv 57KB .gitignore 1KB Lab 5 - Stochastic Gradient Descent.ipynb 1.53MB ex09-MatrixCompletion.ipynb 244KB Lab 6.ipynb 171KB Lab 2 - Gradient Descent.ipynb 93KB Lab 3 - Gradient Descent - Fixed Point.ipynb 77KB numpy_primer.ipynb 73KB Lab 7 - Fixed Point with Newton.ipynb 71KB lab10-Coordinate_descent_solutions.ipynb 64KB Lab 4 - Random Walks.ipynb 26KB Lab 5 - Stochastic Gradient Descent.ipynb 20KB ex09-MatrixCompletion.ipynb 18KB Lab 2 - Gradient Descent.ipynb 15KB Lab 6.ipynb 12KB lab10-Coordinate_descent.ipynb 11KB Lab 3 - Gradient Descent - Fixed Point.ipynb 7KB Lab 7 - Fixed Point with Newton.ipynb 7KB Lab 4 - Random Walks.ipynb 5KB python_setup_tutorial.md 7KB README.md 6KB
lecture12.pdf 77.1MB lecture10.pdf 6.8MB lecture03.pdf 1.44MB lecture04.pdf 1.11MB lecture07.pdf 700KB lecture11.pdf 689KB exam2018.pdf 551KB lecture05.pdf 446KB lecture06.pdf 388KB lecture02.pdf 347KB lecture08.pdf 327KB latex-template.pdf 214KB solutions01.pdf 197KB solution04.pdf 184KB solution02.pdf 182KB solution09.pdf 169KB exercise09.pdf 149KB solution07.pdf 146KB solution03.pdf 145KB solution06.pdf 137KB solution08.pdf 136KB exercise04.pdf 136KB solution05.pdf 122KB exercise03.pdf 98KB exercise11.pdf 71KB exercise01.pdf 49KB exercise07.pdf 46KB exercise06.pdf 39KB exercise02.pdf 36KB exercise10.pdf 36KB exercise05.pdf 35KB exercise08.pdf 35KB lecture-notes.pdf 9.63MB lecture09.pdf 3.04MB lecture01.pdf 1.51MB solution10.pdf 156KB miniproject_description.pdf 82KB
denoised_signal_1d.png 65KB torus_topology.png 57KB torus_topology.png 57KB local_wdenoised_1d.png 37KB helper.py 5KB helper.py 5KB helpers.py 4KB helpers.py 4KB helpers.py 2KB helpers.py 2KB plots.py 2KB plots.py 2KB plots.py 2KB plots.py 2KB optimizers.py 2KB optimizers.py 2KB gradient_descent.py 2KB plots.py 1KB plots.py 1KB helpers.py 1KB helpers.py 1KB gradient_descent.py 1017B grid_search.py 898B grid_search.py 898B grid_search.py 898B grid_search.py 898B helpers.py 359B helpers.py 359B latex-template.tex 11KB w1a 166KB w1a 166KB共 100 条
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