User Tools

Site Tools


cs501r_f2017

Differences

This shows you the differences between two versions of the page.

Link to this comparison view

cs501r_f2017 [2017/10/17 21:56]
wingated
cs501r_f2017 [2021/06/30 23:42]
Line 1: Line 1:
-====CS501r, Fall 2017 - Deep Learning: Theory and Practice==== 
- 
-[[cs501r_f2016:​desc|Here is the course description.]] 
- 
-[[http://​cs231n.github.io/​python-numpy-tutorial/​|Remember,​ this is a great tutorial on python / numpy!]] 
- 
-[[cs501r_f2016:​openlabtf|Some instructions for getting Tensorflow to run on the CS open labs]] 
- 
-[[https://​www.dropbox.com/​sh/​q4tt30kxxc3mvgs/​AABEdP4l7slOA5B1QqOA5HJra?​dl=0|All of the slides are posted on Dropbox here]] 
- 
-[[supercomputer|A quick intro to deep learning on the supercomputer]] 
- 
-[[googlecloud|A quick intro to deep learning on google cloud]] 
- 
-[[https://​medium.com/​xtrememl/​why-how-to-use-windows-10-wsl-built-in-linux-for-machine-learning-6a225f4bbd3a|A nice tutorial on setting up wsl for machine learning]] 
- 
----- 
-=== Labs === 
- 
-[[cs501r_f2016:​lab_notes|General notes on ipython and seaborn]] 
- 
-[[cs501r_f2016:​lab1|Lab 1 - Anaconda and playground screenshot]] 
- 
-[[cs501r_f2016:​lab2|Lab 2 - Perceptron]] 
- 
-[[cs501r_f2016:​lab3|Lab 3 - Gradient descent]] 
- 
-[[cs501r_f2017:​lab04|Lab 4 - Get to know tensorflow]] 
- 
-[[cs501r_f2017:​lab5v2|Lab 5 - Your first Tensorflow image classifier]] 
- 
-[[cs501r_f2016:​lab6v2|Lab 6 - Cancer detector]] 
- 
-[[cs501r_f2017:​lab7|Lab 7 - Generative adversarial networks]] 
- 
-[[cs501r_f2016:​lab10|Lab 8 - RNNs, LSTMs, GRUs]] 
- 
-[[cs501r_f2016:​lab9|Lab 9 - Siamese networks]] 
- 
-[[cs501r_f2016:​lab13|Lab 10 - Inceptionism / deep art]] 
- 
-[[cs501r_f2016:​lab14|Lab 11 - Neural machine translation]] 
- 
- 
-[[cs501r_f2016:​fp|Final project]] 
- 
- 
-====Old labs that we probably won't use==== 
- 
-[[cs501r_f2016:​lab6|Lab 6 - Feature zoo 1]] 
- 
-[[cs501r_f2016:​lab5b|Lab 5b - Convolutional Tensorflow image classifier and Tensorboard]] 
  
cs501r_f2017.txt ยท Last modified: 2021/06/30 23:42 (external edit)