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In problem (P-T), the model variable C โˆˆ โ„ K ร— T could be very large, making the direct solution of (P-T) computationally expensive. Unlike problem (P-S), the problem (P-T) cannot be readily parallelized because the constraints G ( i ) โข ๐’„ i โ‰ฅ 0 couple the entries within each row of C, and the residual term couples entries across columns. Here, we follow the block coordinate-descent approach used in ( Finishline Cheap Price SHUIMI 2018 Summer slippers flat shoes women slides sandals Cheap Sale Pay With Visa Pictures For Sale Ok0G8L4TrR
) and propose an algorithm that sequentially updates each ๐’„ i and ๐’ƒ 0 . For each neuron, we start with a simple unconstrained estimate of ๐’„ i , denoted as ๐’š i ^ , that minimizes the residual of the spatiotemporal data matrix while fixing other neuronsโ€™ spatiotemporal activity and the baseline term ๐’ƒ 0 ,

(9)

where Y res = Y โˆ’ A ^ C ^ โˆ’ b ^ 0 1 T โˆ’ B f represents the residual given the current estimate of the model variables. Due to its unconstrained nature, y ^ i is a noisy estimate of ๐’„ i , plus a constant baseline resulting from inaccurate estimation of ๐’ƒ 0 . Given ๐’š ^ i , various deconvolution algorithms can be applied to obtain the denoised trace ๐’„ ^ i and deconvolved signal ๐’” ^ i ( Vogelstein et al., 2009 ; Pnevmatikakis et al., 2013 ; Deneux et al., 2016 ; FORUDESIGNS Animal Cat Dog Pattern Boat Cute Canvas Casual Fashionable Cheap Online Buy Cheap Shop Outlet Order Online Fake Prices For Sale sSJttfi
; Jewell and Witten, 2017 ); in CNMF-E, we use the OASIS algorithm from ( Friedrich et al., 2017b ). (Note that the estimation of ๐’„ i is not dependent on accurate estimation of ๐’ƒ 0 , because the algorithm for estimating ๐’„ i will also automatically estimate the baseline term in ๐’š ^ i .) After the ๐’„ i โ€™s are updated, we update ๐’ƒ 0 using the closed-form expression ๐’ƒ ^ 0 = 1 T โข ( Y ~ - A ^ โ‹… C ^ - B ^ f ) โ‹… ๐Ÿ .

Whenever we deal with other developers, but only if thereโ€™s lack of a wider standard, we should at least aim for level 2 consistency, that is, respect their code. We touch something in their domain, we write it like they would do.

When we are in a bigger organization โ€” though "bigger" can truly start at two people โ€” this same idea of level 2 consistency prevails, but we can now think of setting up standards to operate at level 3. There, we can even marry the two levels: Follow the coding guidelines, but when we touch something that violates the guidelines and we donโ€™t have the time to reformat it, we follow the style prevalent in that code.

From my experience, being aware of these levels alone helps a great deal writing more consistent, and with that quite better code.

If you like to learn more about coding standards, check out other CSS-Tricks posts about the topic , and if you like a short, very short read about them, perhaps also The Little Book of HTML/CSS Coding Guidelines .

The Jetpack WordPress plugin

Consistent Design Systems in Sketch With Atomic Design and the Auto-Layout Plugin

Do you design digital products (or websites) and hand design files off to developers for implementation? If you answered yes, settle in! While the should-designers-code debate rages on, we're going to look at how adding a methodology to your design workflow can make you faster, more consistent, and loved byโ€ฆ

March 12, 2018

In "Article"

Theming With Variables: Globals and Locals

Setting CSS variables to theme a design system can be tricky: if they are too scoped, the system will lose consistency. If they are too global, you lose granularity. Maybe we can fix both issues. Iโ€™d like to try to boil design system variables down to two types: Global andโ€ฆ

March 16, 2018

In "Article"

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The following is a guest post by Tom Genoni. Tom is going to introduce us to the thinking and process behind Optimizely's new UI library / Sass framework. Part 2, by Daniel O'Connor, looks at some of the technical and integration bits. When I first started working on web projects,โ€ฆ

February 2, 2016

In "Article"

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Todd
Permalink to comment #

Iโ€™d like to disagree with this if I can. I guess itโ€™s debatable, but it seems like the first step towards forgetting/ignoring the standards completely.

but when we touch something that violates the guidelines and we donโ€™t have the time to reformat it, we follow the style prevalent in that code.

5.2.9. String conversions Carole Levy ankle strap gladiator sandals wedges high heels Limited Edition Cheap Price LGx5OLX

A string conversion is an expression list enclosed in reverse (a.k.a. backward) quotes:

A string conversion evaluates the contained expression list and converts the resulting object into a string according to rules specific to its type.

If the object is a string, a number, , or a tuple, list or dictionary containing only objects whose type is one of these, the resulting string is a valid Python expression which can be passed to the built-in function JAWAKYE 2018 Silver Chain Loafer Round Toe Black Leather Cheap Online Shop Latest Collections Cheap Price Discount Limited Edition Sale Purchase eZpX4s
to yield an expression with the same value (or an approximation, if floating point numbers are involved).

(In particular, converting a string adds quotes around it and converts โ€œfunnyโ€ characters to escape sequences that are safe to print.)

Recursive objects (for example, lists or dictionaries that contain a reference to themselves, directly or indirectly) use to indicate a recursive reference, and the result cannot be passed to to get an equal value ( Reliable Cheap Online Best Place Pereira women rivets thick heel sandals cutout chunky heel Low Price Fee Shipping Cheap Price Outlet Very Cheap Discount Excellent 2Kcdr
will be raised instead).

The built-in function Discount Collections Footlocker Cheap Price Laamei Plus Size 3443 Women Sandals Pointed Toe Thick Heel Buy Cheap Recommend PY1pzWiVG
performs exactly the same conversion in its argument as enclosing it in parentheses and reverse quotes does. The built-in function renben 2018 Korean Spring Feminino Casual Shoes Outdoor Cheap Low Shipping Free Shipping Eastbay Outlet Cheap Authentic Real Shop For Cheap Online He5F3JS
performs a similar but more user-friendly conversion.

string_conversion yield_atom yield_expression

New in version 2.5.

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expression is only used when defining a generator function, and can only be used in the body of a function definition. Using a Summer Round Neck Cutaway Shoulders Clothes Sleeveless Printed Dress Clearance With Mastercard Cheap Pick A Best Largest Supplier Online Manchester For Sale BnSK6N
expression in a function definition is sufficient to cause that definition to create a generator function instead of a normal function.

When a generator function is called, it returns an iterator known as a generator. That generator then controls the execution of a generator function. The execution starts when one of the generatorโ€™s methods is called. At that time, the execution proceeds to the first yield expression, where it is suspended again, returning the value of expression_list to generatorโ€™s caller. By suspended we mean that all local state is retained, including the current bindings of local variables, the instruction pointer, and the internal evaluation stack. When the execution is resumed by calling one of the generatorโ€™s methods, the function can proceed exactly as if the yield expression was just another external call. The value of the yield expression after resuming depends on the method which resumed the execution.

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