Coherence is an American surreal science fiction psychological thriller film directed by James Ward Byrkit in his directorial debut. The film had its world debut on September 19, 2013, at the Austin Fantastic Fest and stars Emily Baldoni as a woman who must deal with strange occurrences following the close passing of a comet. The squared coherence function is ρ2 y,x(ν) = fyx(ν) 2 fx(ν)fy(ν). Compare this with the correlation ρy,x = Cov(Y,X)/ q σ2 xσy2. We can think of the squared coherence at a frequency ν as the contribution to squared correlation at that frequency. (Recall the interpretation of spectral density at a frequency ν as the.
Coherence X For Mac
Version 3.2.1:Coherence Xardiaque
- Fixed bug that would cause extensions not to load and not import
- Fixed bug where edit mode would crash or not work
- Various other bug fixes
- Support for macOS 11 Big Sur
- Coherence now automatically changes to Firefox agent when logging into Google, and switches back after, removing the need for the ‘Google login' checkmark. It all just works now.
- Various other small changes
- As always, please backup any apps before running them in the Coherence updater, as there may be errors we missed that will break the app.
- Significant stability improvements over previous build
- Fixed a bug that would cause apps to be damaged and not open
- Fixed a bug that broke extension importing
- You should now be able to pin apps to dock *after* they've been open from finder/applications
- This update includes bug fixes to the previous update. Make sure to back up apps before updating.
- We are aware of a bug that breaks extensions from improting at creation. Working on a fix.
- This update includes a dramatic ammount of bug fixes and major changes to the Coherence backend. You can update your existing apps after updating by going to the Coherence upgrade tool in the Coherence menu bar. Make sure to back up apps before updating.
- Fixed 'Chrome' replacing app name bug.
- This update include compatibility improvements for Big Sur, however, there are still bugs and it is not recommended to run on Big Sur at this time.
- Fixed issues with autoupdating apps breaking and pinning to dock. Make sure to run broken apps through updater after backing up.
- Other bug fixes and small changes.
- Added back support for older versions of macOS (10.12 and greater)
- Various small bug fixes
- This update includes a number of major changes to Coherence apps. To update existing apps, use the 'updater' tool in the menu bar. Be sure to backup apps before updating.
- A brand new app backend that should be remarkably more reliable
- Microphone and camera support on websites
- Choosy support as well as support for similar apps
- A number bug fixes
- This update includes a number of bug fixes. To update existing apps, use the 'updater' tool in the menu bar. Be sure to backup apps before updating.
- New app updater tool that should not break nearly as easily in the future (hopefully never)
- Fixed an issue were Brave apps would break after a few days
- Added the ability to toggle Firefox user agent within the Coherence extension
- Added preference to completely disable the Coherence extension from being included in apps
- Fixed a bug where the Coherence creation tool would not reopen if window is closed
- Fixed app updater
- Fixed Resources error when not having Chrome installed
- Coherence X introduces a new era for both Coherence and SSB tools as a whole. Using a new backend, dramatically improved launcher, and a series of addition and fixes, Coehrence X is the most powerful SSB tool ever created. Just some of the dozens of changes include:
- Support for the Brave browser: A privacy-centric fork of Chrome, now comptible with all Coherence apps
- Intelligent Whitelisting: Easily create rules for what URLs to alllow in your apps and which to bump to your default browser
- Edit and mange created apps: Using the new creation tool, you can now view, change settings, and manage created apps easily
- Share apps: You can now import and export Coherence app setups amongst licensed users
- Improved backend with smaller, faster apps
- Many bug fixes, and much, much more
Coherence is an American surreal science fiction psychological thriller film directed by James Ward Byrkit in his directorial debut. The film had its world debut on September 19, 2013, at the Austin Fantastic Fest and stars Emily Baldoni as a woman who must deal with strange occurrences following the close passing of a comet. The squared coherence function is ρ2 y,x(ν) = fyx(ν) 2 fx(ν)fy(ν). Compare this with the correlation ρy,x = Cov(Y,X)/ q σ2 xσy2. We can think of the squared coherence at a frequency ν as the contribution to squared correlation at that frequency. (Recall the interpretation of spectral density at a frequency ν as the.
Coherence X For Mac
Version 3.2.1:Coherence Xardiaque
- Fixed bug that would cause extensions not to load and not import
- Fixed bug where edit mode would crash or not work
- Various other bug fixes
- Support for macOS 11 Big Sur
- Coherence now automatically changes to Firefox agent when logging into Google, and switches back after, removing the need for the ‘Google login' checkmark. It all just works now.
- Various other small changes
- As always, please backup any apps before running them in the Coherence updater, as there may be errors we missed that will break the app.
- Significant stability improvements over previous build
- Fixed a bug that would cause apps to be damaged and not open
- Fixed a bug that broke extension importing
- You should now be able to pin apps to dock *after* they've been open from finder/applications
- This update includes bug fixes to the previous update. Make sure to back up apps before updating.
- We are aware of a bug that breaks extensions from improting at creation. Working on a fix.
- This update includes a dramatic ammount of bug fixes and major changes to the Coherence backend. You can update your existing apps after updating by going to the Coherence upgrade tool in the Coherence menu bar. Make sure to back up apps before updating.
- Fixed 'Chrome' replacing app name bug.
- This update include compatibility improvements for Big Sur, however, there are still bugs and it is not recommended to run on Big Sur at this time.
- Fixed issues with autoupdating apps breaking and pinning to dock. Make sure to run broken apps through updater after backing up.
- Other bug fixes and small changes.
- Added back support for older versions of macOS (10.12 and greater)
- Various small bug fixes
- This update includes a number of major changes to Coherence apps. To update existing apps, use the 'updater' tool in the menu bar. Be sure to backup apps before updating.
- A brand new app backend that should be remarkably more reliable
- Microphone and camera support on websites
- Choosy support as well as support for similar apps
- A number bug fixes
- This update includes a number of bug fixes. To update existing apps, use the 'updater' tool in the menu bar. Be sure to backup apps before updating.
- New app updater tool that should not break nearly as easily in the future (hopefully never)
- Fixed an issue were Brave apps would break after a few days
- Added the ability to toggle Firefox user agent within the Coherence extension
- Added preference to completely disable the Coherence extension from being included in apps
- Fixed a bug where the Coherence creation tool would not reopen if window is closed
- Fixed app updater
- Fixed Resources error when not having Chrome installed
- Coherence X introduces a new era for both Coherence and SSB tools as a whole. Using a new backend, dramatically improved launcher, and a series of addition and fixes, Coehrence X is the most powerful SSB tool ever created. Just some of the dozens of changes include:
- Support for the Brave browser: A privacy-centric fork of Chrome, now comptible with all Coherence apps
- Intelligent Whitelisting: Easily create rules for what URLs to alllow in your apps and which to bump to your default browser
- Edit and mange created apps: Using the new creation tool, you can now view, change settings, and manage created apps easily
- Share apps: You can now import and export Coherence app setups amongst licensed users
- Improved backend with smaller, faster apps
- Many bug fixes, and much, much more
The currently implemented coherence metrics
are described below including a description of thecontent type of the tcm
that showed good performance in combination with a specific metric. For details on how to create tcm
see the example section. For details on performance of metrics see the resources in the reference sectionthat served for definition of standard settings for individual metrics. Note that depending on the use case, still, different settings than the standard settings for creation of tcm
may be reasonable. Note that for all currently implemented metrics the tcm
is reduced to the top word space on basis of the terms in x
.
Considering the use case of finding the optimum number of topics among several models with different metrics,calculating the mean score over all topics and normalizing this mean coherence scores from different metricsmight be considered for direct comparison.
Each metric usually opts for a different optimum number of topics. From initial experience it may be assumedthat logratio, pmi and nmpi usually opt for smaller numbers, whereas the other metrics rather tend to propose higher numbers.
Implemented metrics:
'mean_logratio' The logarithmic ratio is calculated as
log(smooth + tcm[x,y]) - log(tcm[y,y])
, where x and y are term index pairs from a 'preceding' term index combination. Given the indices c(1,2,3), combinations arelist(c(2,1), c(3,1), c(3,2))
.The
tcm
should represent the boolean term co-occurrence (internally the actual counts are used) in the original documents and, therefore, is an intrinsic metric in the standard use case.This metric is similar to the UMass metric, however, with a smaller smoothing constant by default and using the mean for aggregation instead of the sum.
'mean_pmi' The pointwise mutual information is calculated as
log2((tcm[x,y]/n_doc_tcm) + smooth) - log2(tcm[x,x]/n_doc_tcm) - log2(tcm[y,y]/n_doc_tcm)
, where x and y are term index pairs from an arbitrary term index combination that subsets the lower or upper triangle oftcm
, e.g. 'preceding'.The
tcm
should represent term co-occurrences within a boolean sliding window of size10
(internally probabilities are used) in an external reference corpus and, therefore, is an extrinsic metric in the standard use case.This metric is similar to the UCI metric, however, with a smaller smoothing constant by default and using the mean for aggregation instead of the sum.
'mean_npmi' Similar (in terms of all parameter settings, etc.) to 'mean_pmi' metric but using the normalized pmi instead, which is calculated as
(log2((tcm[x,y]/n_doc_tcm) + smooth) - log2(tcm[x,x]/n_doc_tcm) - log2(tcm[y,y]/n_doc_tcm)) / -log2((tcm[x,y]/n_doc_tcm) + smooth)
,This metric may perform better than the simpler pmi metric.
'mean_difference' The difference is calculated as
tcm[x,y]/tcm[x,x] - (tcm[y,y]/n_tcm_windows)
, where x and y are term index pairs from a 'preceding' term index combination. Given the indices c(1,2,3), combinations arelist(c(1,2), c(1,3), c(2,3))
.The
tcm
should represent the boolean term co-occurrence (internally probabilities are used) in the original documents and, therefore, is an intrinsic metric in the standard use case.'mean_npmi_cosim' First, the npmi of an individual top word with each of the top words is calculated as in 'mean_npmi'. This result in a vector of npmi values for each top word. On this basis, the cosine similarity between each pair of vectors is calculated.
The
tcm
should represent term co-occurrences within a boolean sliding window of size5
(internally probabilities are used) in an external reference corpus and, therefore, is an extrinsic metric in the standard use case.'mean_npmi_cosim2' First, a vector of npmi values for each top word is calculated as in 'mean_npmi_cosim'. On this basis, the cosine similarity between each vector and the sum of all vectors is calculated (instead of the similarity between each pair).
The
tcm
should represent term co-occurrences within a boolean sliding window of size110
(internally probabilities are used) in an external reference corpus and, therefore, is an extrinsic metric in the standard use case.