@fullstackai profile picture
Programming AI @fullstackai

Weekly newsletter on programming AI, deep learning tutorials, open source ml code, and papers. Emphasis on code. Curated by @eigenjoy

Joined January 2016
  • Tweets 98
  • Following 48
  • Followers 107
43 Photos and videos
Programming AI retweeted
Alex J. Champandard 🌱
@alexjc
9 Jun 2016
Systematic comparison of architectural decisions for convolution networks, some surprises: arxiv.org/abs/1606.02228
2
98
215
Programming AI retweeted
Alex Kalinin@alxndrkalinin
9 Jun 2016
RNN Backprop Through Time Equations jramapuram.github.io/ramblin… #deeplearning
1
6
15
Escaping from Saddle Points offconvex.org/2016/03/22/sad…
1
Programming AI retweeted
Hugo Larochelle
@hugo_larochelle
7 Jun 2016
Recent work on Zoneout, a successful form of dropout regularization for RNNs: arxiv.org/abs/1606.01305

Zoneout: Regularizing RNNs by Randomly Preserving Hidden Activations

We propose zoneout, a novel method for regularizing RNNs. At each timestep, zoneout stochastically forces some hidden units to maintain their previous values. Like dropout, zoneout uses random...

arxiv.org
2
35
74
Programming AI retweeted
Smerity@Smerity
26 May 2016
Fascinating flip: "Could a neuroscientist understand a microprocessor?" biorxiv.org/content/early/20…
3
16
Programming AI retweeted
Tim Rocktäschel
@_rockt
24 May 2016
Differentiable memory, Turing machines & ADTs, now a diff. programming language! arxiv.org/abs/1605.06640 #dlearn #ai
3
68
122
Programming AI retweeted
François Chollet
@fchollet
20 May 2016
An interesting new approach to one-shot learning, fresh from DeepMind: arxiv.org/pdf/1605.06065v1.p…

2
21
55
Programming AI retweeted
Alex Kalinin@alxndrkalinin
23 Apr 2016
Torch code for Sequence-to-Sequence Learning with Attentional Neural Networks github.com/harvardnlp/seq2se… #deeplearning
28
51
Programming AI retweeted
Norm@normantasfi
23 Apr 2016
Added example of non-visual state to learn Catcher with PLE and #keras. Visual version soon! github.com/ntasfi/PyGame-Lea…
3
12
Programming AI retweeted
François Chollet
@fchollet
14 Apr 2016
The state of Deep Learning frameworks, April 2016.
2
56
80
Programming AI retweeted
jtoy@jtoy
13 Apr 2016
Calculus Learning Guide betterexplained.com/guides/c…

1
6
17
Programming AI retweeted
FindFocusNow@FindFocusNow
13 Apr 2016
.@keunwoochoi's LSTMetallica: Generation drum tracks by learning the drum tracks of 60 Metallica songs keunwoochoi.wordpress.com/20… #deeplearning

LSTMetallica: Generation drum tracks by learning the drum tracks of 60 Metallica songs

Update 20 Apr 2016: Check out the paper on arXiv (PDF) Summary Word-RNN (LSTM) on Keras with wordified text representations of Metallica’s drumming midi files, which came from midiatabase.com…

keunwoochoi.wordpress.com
13
22
Programming AI retweeted
Daniel Smilkov@dsmilkov
12 Apr 2016
Play with a neural network in the browser and let us know what you've learned! playground.tensorflow.org/ Joint work with @shancarter

Tensorflow — Neural Network Playground

Tinker with a real neural network right here in your browser.

playground.tensorflow.org
8
188
257
Tensorflow implementation of Deep Visual Analogy-Making. github.com/carpedm20/visual-…
convolutional_autoencoder - Code for a convolutional autoencoder written on python, theano, lasagne, nolearn github.com/mikesj-public/con…

GitHub - mikesj-public/convolutional_autoencoder: Code for a convolutional autoencoder written on...

Code for a convolutional autoencoder written on python, theano, lasagne, nolearn - mikesj-public/convolutional_autoencoder

github.com
1
A Tutorial on Restricted Boltzmann Machines xiangjiang.live/2016/02/12/a…
1
2
PyDataset - Instant access to many datasets. github.com/iamaziz/PyDataset

GitHub - iamaziz/PyDataset: Instant access to many datasets in Python.

Instant access to many datasets in Python. Contribute to iamaziz/PyDataset development by creating an account on GitHub.

github.com
What can we *not* do with ML these days? reddit.com/r/MachineLearning…
anything2vec: "if you're considering the use of word embeddings: just take the plunge." lab41.org/anything2vec/
1
1
convnet-benchmarks - Benchmarks of all public open-source implementations of convnets github.com/soumith/convnet-b…
Load more