معرفی فریم ورک و library های یادگیری عمیق
#framework #library #deep_learning

#MXNet review: Amazon's scalable #deep_learning

http://www.infoworld.com/article/3149598/artificial-intelligence/mxnet-review-amazons-scalable-deep-learning.html

Amazon’s favorite deep learning #framework scales across multiple GPUs and hosts, but it's rough around the edges

#amazon

#اسلاید
Comparing Deep Learning Frameworks
By Jeffrey Shomaker on May 28, 2017
#Comparing #Deep_learning #Framework
#Tensorflow #Torch #CNTK #Caffe #Theano

#مقایسه فریم ورک های یادگیری عمیق (#فیلم+#اسلاید)

Comparing Deep Learning Frameworks

🔗 https://www.infoq.com/presentations/comparison-deep-learning-frameworks

#Tensorflow #Torch #CNTK #Caffe #Theano
#Comparing #Deep_learning #Framework

فریم ورک های یادگیری عمیق
#Torch, #PyTorch, #TensorFlow, #Caffe2
#deep_learning #framework

Advice:
#TensorFlow is a safe bet for most projects. Not perfect but has huge community, wide usage. Maybe pair with high-level wrapper (#Keras, #Sonnet, etc)
I think #PyTorch is best for #research. However still new, there can be rough patches.
Use TensorFlow for one graph over many machines

✔️Consider #Caffe, #Caffe2, or TensorFlow for production deployment

✔️Consider TensorFlow or Caffe2 for #mobile

🖇source: http://cs231n.stanford.edu/slides/2017/cs231n_2017_lecture8.pdf

#deep_learning #framework

Deep learning frameworks in GitHub:

http://www.cio.com/article/3193689/artificial-intelligence/which-deep-learning-network-is-best-for-you.html

#framework #deep_learning

PyTorch vs TensorFlow — spotting the difference
[Published June 21, 2017]

https://medium.com/@dubovikov.kirill/pytorch-vs-tensorflow-spotting-the-difference-25c75777377b

#PyTorch #TensorFlow #deep_learning #framework

مقایسه فریم ورکهای یادگیری عمیق

The Figure is based on data taken from the Github repositories of each as on 12 July 2017. Each Bubble has a legend: (#Framework, contributors).

پنج چارچوب یادگیری عمیقی که هر کسی که به صورت جدی میخواهد یادگیری ماشین را فرابگیرد باید با آنها آشنا باشد. (+مقایسه)
The 5 Deep Learning Frameworks Every Serious Machine Learner Should Be Familiar With

https://heartbeat.fritz.ai/the-5-deep-learning-frameworks-every-serious-machine-learner-should-be-familiar-with-93f4d469d24c

#deep_learning #framework #Comparing
#tensorflow #keras #theano #pytorch #caffe

#خبر #framework
توصیه ی Andrej Karpathy برای استفاده از فریم ورک FastAI و خوشحالی شدید Jeremy Howard ...
https://twitter.com/jeremyphoward/status/1047215781023367168

نتیجه رای گیری اخیر فریم ورک محبوب یادگیری عمیق در اکانت توئیتری deeplearning.ai تا کنون:
https://twitter.com/deeplearningai_/status/1088875529061642240

#framework