Keras: One API to Rule them All
Mar 5,
2020
What is Keras? Keras is an API (Application Program Interface) originally designed to allow Tensorflow developers to focus their attention on the deep-learning problems of interest rather than concern themselves with minutia of how to implement their model in Tensorflow. Since its introduction, Keras has become popular not only among Tensorflow developers, but also among […]
Using Tensorflow with R
Jun 27,
2019
When examining the available selection of machine learning environments, even the most ardent R user may suffer some pangs of Python envy. Most machine learning environments, such as Google’s Tensorflow, are programmed in C++ for maximum performance and maximum utilization of hardware resources such as GPUs (graphics processing units). The Tensorflow API, however, is designed […]
Rise of the Cognitive APIs
Jun 5,
2018
APIs for Machine Learning and Artificial Intelligence Almost paradoxically, software development tends to become easier the more advanced and sophisticated tasks become. In the recent past, AI development was a test not only of programming chops but also of the developer’s understanding of sophisticated algorithms. However, the explosion of interest in artificial intelligence in recent […]
