6.036_Machine_Learning

Repo for MIT 6.036 Machine Learning

Topics Covered in this repo:

Name		Name	Last commit message	Last commit date
Latest commit History 27 Commits
Notes		Notes
LICENSE		LICENSE
MIT_6_036_HW01_Linear_Classfier.ipynb		MIT_6_036_HW01_Linear_Classfier.ipynb
MIT_6_036_HW02_Perceptrons.ipynb		MIT_6_036_HW02_Perceptrons.ipynb
MIT_6_036_HW03_Feature_Representation.ipynb		MIT_6_036_HW03_Feature_Representation.ipynb
MIT_6_036_HW04_Logistic_Regression.ipynb		MIT_6_036_HW04_Logistic_Regression.ipynb
MIT_6_036_HW05_Regression.ipynb		MIT_6_036_HW05_Regression.ipynb
MIT_6_036_HW06_Neural_Network_I.ipynb		MIT_6_036_HW06_Neural_Network_I.ipynb
MIT_6_036_HW07_Back_Propagation.ipynb		MIT_6_036_HW07_Back_Propagation.ipynb
MIT_6_036_HW07_PyTorch_2020.ipynb		MIT_6_036_HW07_PyTorch_2020.ipynb
MIT_6_036_HW08_CNN.ipynb		MIT_6_036_HW08_CNN.ipynb
MIT_6_036_HW09_State_Machine_and_Markov_Decision_Process.ipynb		MIT_6_036_HW09_State_Machine_and_Markov_Decision_Process.ipynb
MIT_6_036_HW10_Reinforcement_Learning.ipynb		MIT_6_036_HW10_Reinforcement_Learning.ipynb
MIT_6_036_HW11_Recurrent_Neural_Networks.ipynb		MIT_6_036_HW11_Recurrent_Neural_Networks.ipynb
MIT_6_036_HW12_Decision_Tree_Classifiers_and_Nearest_Neighbour.ipynb		MIT_6_036_HW12_Decision_Tree_Classifiers_and_Nearest_Neighbour.ipynb
MIT_6_036_Lab10_Q_Learning.ipynb		MIT_6_036_Lab10_Q_Learning.ipynb
MIT_6_036_Lab11_RNN.ipynb		MIT_6_036_Lab11_RNN.ipynb
MIT_6_036_Lab13_Clustering.ipynb		MIT_6_036_Lab13_Clustering.ipynb
README.md		README.md

XuRui314/6.036_Machine_Learning