DeepLearningKit @DeepLearningKit
Open Source Deep Learning Framework for Apple's iOS, OS X & tvOS. Developed in Swift & Metal (GPU acceleration). Developers : @torbmorland & @atveit deeplearningkit.org Joined December 2015-
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iOS typing prediction getting deep learning (AI) smarts. Uses Long Short Term Memory (LSTM) approach. bit.ly/235kOFy #WWDC2016
iOS Deep Learning Kit sample app updated to be Swift 3 compatible - github.com/DeepLearningKi…
.@Minecraft becomes basis for Project AIX, a platform for testing artificial intelligence bit.ly/1WfSsVf
Added new Deep Learning Kit tutorial - Image handling in DeepLearningKit - (for tvOS and iOS Swift app examples) - deeplearningkit.org/tutorials-for-…
Torch vs Theano vs TF: @amiconfusediam and @kastnerkyle explain paradigms that distinguish them. Very insightful. reddit.com/r/MachineLearn…
G-CNNs: arxiv.org/abs/1602.07576 some overlap with my "cyclic rolling" (arxiv.org/abs/1602.02660), but more theory :)
SqueezeNet: AlexNet-level accuracy w/ 50x fewer parameters and <1MB model size gitxiv.com/posts/rAARZsf4… #deeplearning
If problem using caffemodel2json - have a look at github.com/DeepLearningKi… for solution.
Also Inception + ResNet combo now gives 3.08% top 5 error on ImageNet arxiv.org/abs/1602.07261 just to put this in context, that's VERY LOW
Swivel: Google's successor to outperform #word2vec & #GloVe arxiv.org/pdf/1602.02215… | HT @JorisPelemans | @stanfordnlp
" Contextual LSTM (CLSTM) models for Large scale NLP tasks," Ghosh et al. at Google: arxiv.org/abs/1602.06291 Big improvement on some tasks.
A 168-core deep-learning chip from @MIT suitable for mobile devices news.mit.edu/2016/neural-ch…
DeepLearningKit just passed @mozilla on the Github-awards Swift ranking #DeepLearning
DeepLearningKit just passed @BuzzFeed on the Github-awards Swift ranking #DeepLearning
DeepLearningKit videos / / youtube.com/channel/UCco_i… vk.cc/4Nxe6I
How to get started with Deep Learning Kit for tvOS on Apple TV - New Tutorial Video on our Youtube channel - youtube.com/watch?v=2UZeVO…
Added simple Deep Learning end-to-end app example for tvOS (i.e. the new Apple TV) - see tvOSDeepLearningKitApp in github.com/DeepLearningKi…
I'm working on RL these days. New paper from DeepMind looks very interesting, accelerates Q-learning training time arxiv.org/abs/1602.04621
Deep Learning Kit YouTube Channel - 2nd video is live - How to use DeepLearningKit with OS X - youtu.be/fBAKLGYtK2o
Deep Learning Kit is mentioned in Data Machina Newsletter Y3 Week 5 (published by Data Science London @ds_ldn) - tinyletter.com/datamachina

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