Modeling gully erosion susceptibility in Phuentsholing, Bhutan using deep learning and basic machine learning algorithmsDeep learningGully erosion susceptibilityCNNChi-square attribute evaluationPhuentsholingThe present study attempts to demarcate the areas susceptible to gully erosion in Phuentsholing, ...
Basic mathematical concepts As we saw in the previous sections, this main target audience of the book is developers who want to understand machine learning algorithms. But in order to really grasp the motivations and reason behind them, it's necessary to review and build all the fundamental reas...
Deep neural networks (DNNs) are forms of machine learning methods. In machine learning, it is often necessary to reduce the complexity of the input data and make relevant patterns more visible forthe learning algorithms to function. Indeed, their performance greatly depends on how accurately these...
numerous amounts of data to find patterns. This technique is frequently used for AI purposes. Machine learning uses algorithms that train a machine to learn patterns based on differentiating features about the data. The more training data, the more accurate the predictions. Here are some examp...
1branch0tags Code Clone HTTPSGitHub CLI Download ZIP Latest commit Git stats 6commits Failed to load latest commit information. sparkTest implementation of test code of basic machine learning algorithms. reference: <Spark MLlib机器学习- 算法、源码及实战详解> ...
TensorFlow is one such library built by Google for Machine Learning and Artificial Intelligence. TensorFlow is often used by data scientists, data engineers, and other developers to build machine learning models easily, as it consists of a variety of machine learning and AI algorithms. ...
Supervised learning is the most mature, the most studied and the type of learning used by most machine learning algorithms. Learning with supervision is much easier than learning without supervision. Inductive Learning is where we are given examples of a function in the form of data (x) and th...
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12.3 DevelopersWe encourage researchers utilizing R packages, or designing their own algorithms to publish plugins for FlowJo, in order to share their important work with the world. To get these power-users started, we offer couple of resources for developers:...
LAB | JS Basic AlgorithmsLearning Goals This exercise allows you to practice and apply the concepts and techniques taught in class. Upon completion of this exercise, you will be able to: Run JavaScript code from your IDE, using a local server to load it in the browser Declare variables ...