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This is a measure of how much information can be obtained about one random variable by observing another. The mutual information of X {\displaystyle X} relative to Y {\displaystyle Y} (which represents conceptually the average amount of information about X {\displaystyle X} that can be gained by observing Y {\displaystyle Y} ) is given by:
Ableton Live is a digital audio workstation for macOS and Windows developed by the German company Ableton. In contrast to many other software sequencers , Live is designed to be an instrument for live performances as well as a tool for composing , recording , arranging , mixing , and mastering .
A measure of redundancy among many variables is given by the total correlation. Redundancy of compressed data refers to the difference between the expected compressed data length of n {\displaystyle n} messages L ( M n ) {\displaystyle L(M^{n})\,\!} (or expected data rate L ( M n ) / n {\displaystyle L(M^{n})/n\,\!} ) and the entropy n r ...
In machine learning and data mining, quantification (variously called learning to quantify, or supervised prevalence estimation, or class prior estimation) is the task of using supervised learning in order to train models (quantifiers) that estimate the relative frequencies (also known as prevalence values) of the classes of interest in a sample of unlabelled data items.
Uncertainty quantification (UQ) is the science of quantitative characterization and estimation of uncertainties in both computational and real world applications. It tries to determine how likely certain outcomes are if some aspects of the system are not exactly known.
Ableton Live is a digital audio workstation developed by Ableton and is currently in its twelfth version. There are three primary editions of the software: Live 12 Standard (the core software for music performance and creation), Live 12 Suite (adds on Max for Live and an expansive selection of instruments, effects, and samples), Live 12 Intro (an introductory version of Live with track and ...
In logic, a quantifier is an operator that specifies how many individuals in the domain of discourse satisfy an open formula.For instance, the universal quantifier in the first order formula () expresses that everything in the domain satisfies the property denoted by .
The AudioCubes can also measure distances to nearby objects or your hands when configured as a sensor cube in MIDIBridge. [5] In the same way, this sensor data is sent to the computer as a continuous controller (CC) which can be used to control parameters in the DAW. Since each cube has 4 sensors, up to 4 parameters can be controlled per AudioCube.