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Which Deep Learning Framework is Growing Fastest? - KDnuggets

#artificialintelligence

In September 2018, I compared all the major deep learning frameworks in terms of demand, usage, and popularity in this article. TensorFlow was the undisputed heavyweight champion of deep learning frameworks. PyTorch was the young rookie with lots of buzz. How has the landscape changed for the leading deep learning frameworks in the past six months? To answer that question, I looked at the number of job listings on Indeed, Monster, LinkedIn, and SimplyHired.


Which Deep Learning Framework is Growing Fastest?

#artificialintelligence

In September 2018, I compared all the major deep learning frameworks in terms of demand, usage, and popularity in this article. TensorFlow was the undisputed heavyweight champion of deep learning frameworks. PyTorch was the young rookie with lots of buzz. How has the landscape changed for the leading deep learning frameworks in the past six months? To answer that question, I looked at the number of job listings on Indeed, Monster, LinkedIn, and SimplyHired.


Which Deep Learning Framework is Growing Fastest?

#artificialintelligence

In September 2018, I compared all the major deep learning frameworks in terms of demand, usage, and popularity in this article. TensorFlow was the undisputed heavyweight champion of deep learning frameworks. PyTorch was the young rookie with lots of buzz. How has the landscape changed for the leading deep learning frameworks in the past six months? To answer that question, I looked at the number of job listings on Indeed, Monster, LinkedIn, and SimplyHired.


Python lovers, here's a library that will help you master AI as a newbie

#artificialintelligence

If you've been thinking about trying to learn deep learning, here's a new software library that promises to make things easy. Fast.ai, a startup co-founded by Rachel Thomas and Jeremy Howard, a professor and research scientist both working at the University of San Francisco, have released a free open source framework that works on top of PyTorch. Known as fastai (without a dot), it's aimed at budding coders that have some experience with Python. It includes some of the most popular algorithms for image classification and natural language tasks so that models can be quickly built and run in just few lines of code. No other library that we know of provides such an easy way to leverage Nvidia's latest technology, which gives two to three times better performance compared to previous approaches," the startup announced on Tuesday.


Deep Learning Framework Power Scores 2018 – Towards Data Science

#artificialintelligence

Deep learning continues to be the hottest thing in data science. Deep learning frameworks are changing rapidly. Just five years ago, none of the leaders other than Theano were even around. I wanted to find evidence for which frameworks merit attention, so I developed this power ranking. I used 11 data sources across 7 distinct categories to gauge framework usage, interest, and popularity.