قابلیت استفاده از TPU های گوگل به کرنل های Kaggle اضافه شد:
https://www.kaggle.com/docs/tpu?utm_medium=social&utm_source=twitter&utm_campaign=tpu-announcement-1
https://www.kaggle.com/docs/tpu?utm_medium=social&utm_source=twitter&utm_campaign=tpu-announcement-1
Kaggle
Tensor Processing Units (TPUs) Documentation
Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals.
Practical Hyperparameter Optimization:
https://www.kdnuggets.com/2020/02/practical-hyperparameter-optimization.html
https://www.kdnuggets.com/2020/02/practical-hyperparameter-optimization.html
KDnuggets
Practical Hyperparameter Optimization
An introduction on how to fine-tune Machine and Deep Learning models using techniques such as: Random Search, Automated Hyperparameter Tuning and Artificial Neural Networks Tuning.
A Deep Learning Approach to Antibiotic Discovery
https://www.cell.com/cell/fulltext/S0092-8674(20)30102-1?utm_medium=homepage#.Xk94zegfN7k.twitter
https://www.cell.com/cell/fulltext/S0092-8674(20)30102-1?utm_medium=homepage#.Xk94zegfN7k.twitter
Using neural networks to solve advanced mathematics equations
https://ai.facebook.com/blog/using-neural-networks-to-solve-advanced-mathematics-equations/
https://ai.facebook.com/blog/using-neural-networks-to-solve-advanced-mathematics-equations/
Alibaba's new AI system can detect coronavirus in seconds with 96% accuracy
https://thenextweb.com/neural/2020/03/02/alibabas-new-ai-system-can-detect-coronavirus-in-seconds-with-96-accuracy/
https://thenextweb.com/neural/2020/03/02/alibabas-new-ai-system-can-detect-coronavirus-in-seconds-with-96-accuracy/
TNW
Alibaba’s new AI system can detect coronavirus in seconds with 96% accuracy
Chinese technology giant Alibaba recently developed an AI system for diagnosing the COVID-19 (coronavirus). Alibaba’s like Amazon, Microsoft, a video game company, and a nation-wide healthcare network all rolled into one with every branch b
DeepMind Releases a New Architecture and a New Dataset to Improve Long-Term Memory in Deep Learning Systems
https://towardsdatascience.com/deepmind-releases-a-new-architecture-and-a-new-dataset-to-improve-long-term-memory-in-deep-22f4b098153
https://towardsdatascience.com/deepmind-releases-a-new-architecture-and-a-new-dataset-to-improve-long-term-memory-in-deep-22f4b098153
A critique of pure learning and what artificial neural networks can learn from animal brains
https://www.nature.com/articles/s41467-019-11786-6
https://www.nature.com/articles/s41467-019-11786-6
Nature
A critique of pure learning and what artificial neural networks can learn from animal brains
Nature Communications - Recent gains in artificial neural networks rely heavily on large amounts of training data. Here, the author suggests that for AI to learn from animal brains, it is important...
Transformers are a special case of Graph Neural Networks. This may be obvious to some, but the following blog post does a good job at explaining these important concepts.
https://graphdeeplearning.github.io/post/transformers-are-gnns/
https://graphdeeplearning.github.io/post/transformers-are-gnns/
NTU Graph Deep Learning Lab
Transformers are Graph Neural Networks | NTU Graph Deep Learning Lab
Engineer friends often ask me: Graph Deep Learning sounds great, but are there any big commercial success stories? Is it being deployed in practical applications?
Besides the obvious ones–recommendation systems at Pinterest, Alibaba and Twitter–a slightly…
Besides the obvious ones–recommendation systems at Pinterest, Alibaba and Twitter–a slightly…
Computational predictions of protein structures associated with COVID-19 | DeepMind
https://deepmind.com/research/open-source/computational-predictions-of-protein-structures-associated-with-COVID-19
https://deepmind.com/research/open-source/computational-predictions-of-protein-structures-associated-with-COVID-19
Google DeepMind
Computational predictions of protein structures associated with COVID-19
The scientific community has galvanised in response to the recent COVID-19 outbreak, building on decades of basic research characterising this virus family. Labs at the forefront of the outbreak...
Forwarded from Tensorflow(@CVision) (Alireza Akhavan)
#خبر
تنسرفلو برای اجرا روی کامپیوتر های کوانتومی نسخه کوانتومی منتشر کرده!
Announcing TensorFlow Quantum: An Open Source Library for Quantum Machine Learning
https://ai.googleblog.com/2020/03/announcing-tensorflow-quantum-open.html
#qubits #Quantum #TFQ
تنسرفلو برای اجرا روی کامپیوتر های کوانتومی نسخه کوانتومی منتشر کرده!
Announcing TensorFlow Quantum: An Open Source Library for Quantum Machine Learning
https://ai.googleblog.com/2020/03/announcing-tensorflow-quantum-open.html
#qubits #Quantum #TFQ
research.google
Announcing TensorFlow Quantum: An Open Source Library for Quantum Machine Learni
Posted by Alan Ho, Product Lead and Masoud Mohseni, Technical Lead, Google Research “Nature isn’t classical, damnit, so if you want to make a sim...
AutoML-Zero: Evolving Machine Learning Algorithms From Scratch
Paper:
https://arxiv.org/abs/2003.03384
Code:
https://github.com/google-research/google-research/tree/master/automl_zero#automl-zero
Paper:
https://arxiv.org/abs/2003.03384
Code:
https://github.com/google-research/google-research/tree/master/automl_zero#automl-zero
GitHub
google-research/automl_zero at master · google-research/google-research
Google Research. Contribute to google-research/google-research development by creating an account on GitHub.
Forwarded from Tensorflow(@CVision) (Alireza Akhavan)
#منبع #آموزش
TensorFlow Dev Summit 2020
تمام ویدیوهای این رویداد در یوتیوب قرار گرفته است
https://www.youtube.com/playlist?list=PLQY2H8rRoyvzuJw20FG82Lgm2SZjTdIXU
#TFDevSummit20
TensorFlow Dev Summit 2020
تمام ویدیوهای این رویداد در یوتیوب قرار گرفته است
https://www.youtube.com/playlist?list=PLQY2H8rRoyvzuJw20FG82Lgm2SZjTdIXU
#TFDevSummit20
Google AI Blog: Massively Scaling Reinforcement Learning with SEED RL
https://ai.googleblog.com/2020/03/massively-scaling-reinforcement.html?m=1
https://ai.googleblog.com/2020/03/massively-scaling-reinforcement.html?m=1
research.google
Massively Scaling Reinforcement Learning with SEED RL
Posted by Lasse Espeholt, Research Engineer, Google Research, Amsterdam Reinforcement learning (RL) has seen impressive advances over the last fe...