Statistical-Methods-in-AI:在2020年季风的SMAI课程中完成的作业
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2021-04-03
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Statistical-Methods-in-AI-main.zip （49个子文件） 
Statistical-Methods-in-AI-main A3s .ipynb_checkpoints 
Regression excercise-checkpoint.ipynb 166KB Regression excercise.ipynb 172KB Q2.jpeg 55KB Q1.jpeg 49KB A7s .ipynb_checkpoints Linear Perceptron Excercise-checkpoint.ipynb 17KB Linear Perceptron Excercise.ipynb 17KB Q2.jpeg 57KB Q1.jpeg 68KB A9s Q2.jpeg 11KB Q3.jpeg 70KB Q1.jpeg 13KB LDA Excercise 2.ipynb 14KB LDA Excercise 1.ipynb 12KB A4s Q2.jpeg 39KB Set 4 HW up Recommender System with SVD Exercise.ipynb 13KB .ipynb_checkpoints LSI and SVD Tutorial-checkpoint.ipynb 34KB Recommender System with SVD Exercise-checkpoint.ipynb 13KB images 
image_1.png 53KB image_3.png 72KB ex_im_1.png 27KB image_2.png 44KB
LSI and SVD Tutorial.html 310KB LSI and SVD Tutorial.ipynb 34KB
SMAI_2020_Homework.pdf 68KB movielens100k.csv 2.33MB Q1.jpeg 24KB A6s Matrix Factorization using Gradient Descent Excercise.ipynb 10KB
Q2.jpg 175KB Q1.jpeg 21KB A5s PCA Excercise.ipynb 349KB Q2.jpg 134KB Q1.jpeg 24KB A8s .ipynb_checkpoints Logistic Regression Excercise 1-checkpoint.ipynb 68KB Logistic Regression Excercise 2-checkpoint.ipynb 54KB Q2.jpeg 13KB Q4.jpeg 64KB Logistic Regression Excercise 2.ipynb 54KB Q1.jpeg 27KB Logistic Regression Excercise 1.ipynb 68KB PS1.pdf 2.54MB A1s Question_3.pdf 970KB Q2.ipynb 20KB PS2 SMAI_Pytorch_Assignment.pdf 376KB 2018102024_Neural_Network_Excercise.ipynb 467KB A2s .ipynb_checkpoints Optimal Bayes Classifier Excercise-checkpoint.ipynb 48KB Q3.jpeg 58KB Q1.jpeg 50KB Optimal Bayes Classifier Excercise.ipynb 48KB README.md 76B资源评论
