On using machine learning algorithms to define clinically meaningful patient subgroups.epidemiologydermatomyositisquality indicatorsIn order to find the 'optimal' number of clusters, several methods can be employed. The elbow method (mentioned in the correspondence) ranks clusters by the variance they ...
Endpoint Detection & Response (EDR) solutions monitor endpoint devices such as laptops, desktops, and servers for signs of malicious activity or compromise. EDR tools continuously collect data from endpoints which is analyzed using advanced analytics techniques like machine learning algorithms to detect t...
importanthropic client=anthropic.Anthropic response=client.messages.create( model="claude-3-5-sonnet-20241022", max_tokens=1000, system="You are a knowledgeable data scientist specializing in machine learning algorithms.", messages=[ {"role": "user", "content": "Explain the differences between sup...
The first step in any project is defining your problem. You can use the most powerful and shiniest algorithms available, but the results will be meaningless if you are solving the wrong problem. In this post you will learn the process for thinking deeply about your problem before you get sta...
Machine learning environments Data labeling with a human-in-the-loop Prepare data Processing jobs Create, store, and share features Reserve capacity with SageMaker training plans Model training Model Training Types of Algorithms Run local code as a remote job Experiments with MLflow Automatic Model ...
An extensive game simulator and animated visualizer for 2D battles drawn with inspiration from Totally Accurate Battle Simulator (TABS). Define units and learn patterns of behaviour to train Machine Learning algorithms. - gregparkes/BattleSimulator
Despite the tremendous advances in AI and computing power, the scientific computing community is largely embedded in an old-fashioned culture. Many of the most important tasks rely on legacy codes. The core algorithms used in many commercial software have been outdated. The self-sufficient style of...
In my opinion, most companies aren't in a good place with their unstructured data. The algorithms we're using to pull this unstructured information together are revealing gaps, potentially security gaps, in old information that's still sitting around because it...
algorithms and machine learning models," she added. "The public will rarely have an inside view into how these decisions are made. They will be forced to accept the decisions, instead of having the ability to influence the decisions before they are deployed at scale in a machine lear...
A megahertz-speed optical coherence tomography (MHz-OCT) instrument integrated with a neurosurgical microscope has demonstrated the ability to acquire