PML

Practical Machine Learning

Labs describtion:

lab1 - competition on k-nearest neighbours
lab2 - competition on parcing features and linear regressions with regularizations
lab3 - competition on bayesian methods for place location - ideal solution
lab4 - competition on classifing digits using gradient boosting and stacking
lab5 - competition on classifing chinese characters with cnn - my solution
lab6 - competition on u-nets - some special kind of cnn
lab7 - competition on LSTM and other recurrent networks
lab8 - RL agent for game in which the skier sky throw the gates, based on DeepMind's atary, link to the working model

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README.md		README.md
lab1.ipynb		lab1.ipynb
lab2_perfecti.ipynb		lab2_perfecti.ipynb
lab3.ipynb		lab3.ipynb
lab4.ipynb		lab4.ipynb
lab6.ipynb		lab6.ipynb
lab7.ipynb		lab7.ipynb
lab8_DQN.ipynb		lab8_DQN.ipynb