Showing posts with label Data sets. Show all posts
Showing posts with label Data sets. Show all posts
Tuesday, March 8, 2016
Thursday, March 3, 2016
Deep Learning Resources
Great Papers:
http://www.iro.umontreal.ca/~ bengioy/papers/ftml.pdf
http://deeplearning.net/ reading-list/
http://www.iro.umontreal.ca/~
http://deeplearning.net/
Tutorials:
TensorFlow:
https://www.tensorflow.org/
Theano:
http://deeplearning.net/
http://deeplearning.stanford.
Important Names and associated tutorials/talks:
Hinton:
https://www.cs.toronto.edu/~ hinton/nntut.html
LeCun:
http://www.cs.nyu.edu/~yann/ talks/lecun-ranzato-icml2013. pdf
Socher:
http://www.socher.org/index. php/DeepLearningTutorial/ DeepLearningTutorial
https://www.cs.toronto.edu/~
LeCun:
http://www.cs.nyu.edu/~yann/
Socher:
http://www.socher.org/index.
Common Datasets:
IMAGENET - http://www.image-net.org/ challenges/LSVRC/
Courses:
https://www.udacity.com/ course/deep-learning--ud730 - Basic but uses TensorFlow, good to get a basic understanding
https://www.coursera.org/ course/neuralnets - Provides great intuition, a little more challenging
https://cs231n.github.io/ - Great for understanding deep learning for images
https://www.udacity.com/
https://www.coursera.org/
https://cs231n.github.io/ - Great for understanding deep learning for images
Monday, February 23, 2015
Large Open Data Sets
Link 1 which is a list of large open data sets.
Link 2 - Common Crawl Corpus Amazon
Link 3 - Memtracker
Link 4 - Apache Access Logs
Link 5 - Clueweb09 Wiki
Link 6 - Click dataset
Link 7 - REDD
Link 8 - NASA
Link 9 - Dartmouth Atlas of Health Care
Link 10 - Data.gov Catalog
Link 11 - Data.gov Catalog - Complete
Link 12 - Awesome Public Datasets
Link 2 - Common Crawl Corpus Amazon
Link 3 - Memtracker
Link 4 - Apache Access Logs
Link 5 - Clueweb09 Wiki
Link 6 - Click dataset
Link 7 - REDD
Link 8 - NASA
Link 9 - Dartmouth Atlas of Health Care
Link 10 - Data.gov Catalog
Link 11 - Data.gov Catalog - Complete
Link 12 - Awesome Public Datasets
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