Archives for active learning
For me, coding is a creative process like art.
The post How this physicist became a data scientist: Story of Kaggle Grandmaster Laura Fink appeared first on Analytics India Magazine.
the article is more focused on the small text library for active learning, which provides active learning algorithms for text classification and allows mixing and matching many classifiers.
The post Hands-On Guide to Small Text: A Python Tool for Active Learning appeared first on Analytics India Magazine.
TensorFlow, Pytorch, Caffe, Keras, Theano, and many more. There’s already an abundance of deep learning frameworks, so why should you care about Trax? Well, most deep learning libraries have two major drawbacks: They require you to write long syntaxes, even for simple tasks. Their language/API can be quite complex and hard to understand, especially for…
The post What is Trax and How is it a Better Framework for Advanced Deep Learning? appeared first on Analytics India Magazine.
According to NVIDIA, if humans were to label the data for a 100-car fleet driving for eight hours a day, they would require more than 1 million labellers. It takes autonomous vehicles nearly 11 billion miles of driving to perform just 20% better than a human. Real-world problems that machine learning models encounter come with…
The post What Is Deep Active Learning: Challenges and Applications appeared first on Analytics India Magazine.
According to NVIDIA, if humans were to label the data for a 100-car fleet driving for eight hours a day, they would require more than 1 million labellers. It takes autonomous vehicles nearly 11 billion miles of driving to perform just 20% better than a human. Real-world problems that machine learning models encounter come with…
The post What Is Deep Active Learning: Challenges and Applications appeared first on Analytics India Magazine.