9/22/2023 0 Comments Binary cross entropyIntuitively cross entropy says the following, if I have a bunch of events and a bunch of probabilities, how likely is that those events happen taking into account those probabilities? If it is likely, then cross-entropy will be small, otherwise, it will be big.If $y_i$ is 1 the second term of the sum is 0, likewise, if $y_i$ is 0 then the first term goes away.As log (0) is -, we add a small offset, and start with 0.001 as the smallest value in the interval. I have found several tutorials for convolutional autoencoders that use as the loss function. Run the following code snippet to plot the values of log (x) and -log (x) in the range 0 to 1. 11 After using TensorFlow for quite a while I have read some Keras tutorials and implemented some examples. $$g(x|p)=p^^m y_i ln(p_i) + (1-y_i) log (1-p_i) Cross-Entropy Loss for Binary Classification Let’s start this section by reviewing the log function in the interval (0,1. Essentially it can be boiled down to the negative log of the probability associated with your true class label. Cross entropy loss function definition between two probability distributions $p$ and $q$ is:įrom my knowledge again, If we are expecting binary outcome from our function, it would be optimal to perform cross entropy loss calculation on Bernoulli random variables.īy definition probability mass function $g$ of Bernoulli distribution, over possible outcome $x$ is: Binary cross-entropy is a simplification of the cross-entropy loss function applied to cases where there are only two output classes. In order to find optimal weights for classification purposes, relatively minimizable error function must be found, this can be cross entropy.įrom my knowledge, cross entropy measures quantification between two probability distributions by bit difference between set of same events belonging to two probability distributions.įor some reason, cross entropy is equivalent to negative log likelihood. Let's say I'm trying to classify some data with logistic regression.īefore passing the summed data to the logistic function (normalized in range $$), weights must be optimized for desirable outcome. Adding to the above posts, the simplest form of cross-entropy loss is known as binary-cross-entropy (used as loss function for binary classification, e.g., with logistic regression), whereas the generalized version is categorical-cross-entropy (used as loss function for multi-class classification problems, e.g., with neural networks). Binary cross-entropy and logistic regression Ever wondered why we use it, where it comes from and how to optimize it efficiently Here is one explanation (code included).
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9/22/2023 0 Comments Yellow submarine song releaseThe second attempt at a soundtrack album was Yellow Submarine Songtrack, released on 13 September 1999. Yellow Submarine Songtrack released in 1999 However, where those albums had scattered Martin's orchestrations amongst the tracks by The Beatles, here they were confined to side two of the album, with all of The Beatles' songs on side one. It also contained seven pieces of incidental music by George Martin, much as the US versions of A Hard Day's Night and Help! had done a few years previously. The first, released as Yellow Submarine on 13 January 1969 in the US and, as Yellow Submarine (Nothing Is Real) on 17 January 1969 in the UK, included the four new songs, along with the title track (originally released on Revolver in 1966) and All You Need Is Love (originally released as a single in 1967, and on the American album Magical Mystery Tour). The original Yellow Submarine album from 1969 A couple of attempts have been made to release official soundtrack albums. If you are American), three from Revolver,Īnd five from Sgt.Pepper's Lonely Hearts Club Band, as well as both sides of the All You Need Is Love single.
9/22/2023 0 Comments Lee si young sweet homeIn comparison, she has "only" 1.3 million on Instagram. In fact, she was just named the first Korean actress to have over 10 million followers on the platform, even though she uploaded her first video only in August last year. However, in the last few months, the 38-year-old has found immense fame in an unusual place: TikTok. While popular and loved among die-hard K-drama fans, Lee Si-young doesn't dominate the news as much as some of her more famous peers. In her latest drama, Netflix's monster hit Sweet Home, she plays a tough kick-a** firefighter and former special forces soldier, showing off some impressive muscles and stunt work. It does not store any personal data.She's an amateur boxer who won several titles between 20. The cookie is set by the GDPR Cookie Consent plugin and is used to store whether or not user has consented to the use of cookies. The cookie is used to store the user consent for the cookies in the category "Performance". This cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Other. The cookies is used to store the user consent for the cookies in the category "Necessary". The cookie is set by GDPR cookie consent to record the user consent for the cookies in the category "Functional". The cookie is used to store the user consent for the cookies in the category "Analytics". These cookies ensure basic functionalities and security features of the website, anonymously. Necessary cookies are absolutely essential for the website to function properly. Later into the drama, Cha Hyun-soo acquires a special ability/power that comes in handy. There are quite a few gruesome scenes that include the past of Cha Hyun-soo and how a mistake that he unknowingly made ruined his high-school life. The plot also explores the personal life of the residents and portrays how all of them lead different life. Residents residing in the apartment including Cha Hyun-soo all try to come up with a plan to fight the monsters so that they can survive. After moving into that apartment, he finds himself in the middle of an apocalypse surrounded by monsters with no way and no will to survive. The plot is about Cha Hyun-soo a suicidal high school student who shifts into the Green House apartment after his family dies in a tragic car accident. But when we meet again, she comes with abs as she did in the trailer. As for actress Lee Si-young, I told her before filming that if you exercise a little bit more, it should work out, which I really don’t force anything. The highlight that amazes me is that he shows his eyes that convey both the emotions of the brutal and the emotions of the little boy at the same time. As for professional actor Lee Jin-wook, he can switch between various forms of visual communication. Most importantly, he can handle sadness very well. But I think he expresses his emotions and eyes without good lines. He spoke as I quote, “For our lead actor Song Kang although he is a newcomer who has not had a lot of work. Director Lee Eung-bok revealed his views about the strengths of the main cast during an interview with, ‘World Today News’. The Drama consists of a very strong and talented cast Starring Song Kang (송강), Lee Do-hyun ( 이 도 현), Lee Jin-wook ( 이 진욱) And Lee Si-Young (이시영) and many other amazing actors. The show was viewed by 22 million paid subscribers worldwide in the first 4 weeks of its release and appeared in the Netflix top 10 in more than 70 countries. Three days after its release, the series ranked #1 in 8 regions and was within the Top 10 in 42 regions. 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Hunter was married to Prussian-born Wolfgang Wergin until his death in February 2006. She also had guest roles in prominent television series such as Perry Mason and My Three Sons, and appeared in a 1962 episode of Straightaway. She appeared as a dancer in Sex Kittens Go to College, which starred fellow bombshell Mamie Van Doren. She also appeared alongside the Three Stooges in 1957's Outer Space Jitters. Hunter went on to have a film career that consisted mostly of sexy parts in B-movies such as White Lightnin' Road and The Art of Burlesque. For many years there have been those who have seen the film and have mistaken Hunter for Monroe. The similarity in look between Hunter and Monroe also came into play when a nude Hunter starred in a stag film called, The Apple-Knockers and the Coke. Much of Hunter's fame was built upon her resemblance to Marilyn Monroe indeed, her Playboy pose was obviously inspired by Monroe's notorious 1949 nude photo session with Tom Kelley from which her own Playboy photo came. by Hugh Hefner, and was instead photographed by Ed DeLong, who went on to become one of the more prolific Playboy photographers in the 1960s. Her centerfold was the first not to be purchased from the John Baumgarth Co. She was perhaps best known as Playboy's Playmate of the Month for August 1954. Hunter Decem– September 11, 2018) was an American actress and model. American actress and model (1931–2018) Arline HunterĪrline Hunter (born Arlene J. 9/22/2023 0 Comments Festify music festivalBy using a "-" instead of a space you can use longer phrases rather than only two words while using this formatting trick.
9/22/2023 0 Comments Walking dead timelaneWe simply ask that you keep those discussion of piracy elsewhere, and not on this particular subreddit. We understand that certain users have limited access to the show, and can only obtain it through illegal means. We will not censor our IRC channel, because it is a great medium for free speech and we support that. Posts or comments linking to any type of unauthorized distribution of any branch of The Walking Dead franchise will be removed. We want to keep our subreddit legit for the cast and crew that have worked with us past and future. Information (character deaths/fates, screenshots, etc.) from episodes released early on AMC+ may not be added to the wiki until the episode officially airs at 9pm EST on the Sunday it is scheduled for. Comic Issues Discussion Threads Archive AttentionPlease be aware that spoilers are not allowed on the wiki and a violation of this policy may result in a ban.For a complete timeline go here: Television Universe Timeline. Note: These events are happening within the same timeline of events chronicled on the TV Series, Fear, World Beyond and Tales of the Walking Dead Timelines. Read the #rules channel when you join Links The following is a timeline for AMCs The Walking Dead: Dead City, explaining what happened each day. Violating any of the above rules can result in a ban and/or deletion of content. This will hide any text or pictures in your post which will help people avoid spoilers. Below is my site where there are more detailed insights on the Timeline. Use Reddit's built in spoiler feature. Timeline TWD Universe Hi, Here the updated version of my TWD Universe Timeline with the conclusion of TWD Season 11B and FTWD Season 7.Do not include spoilers of any kind within the title of your post.Mark posts that contain spoilers by including for the show and for the comic within the title of the post.Always use the comic spoiler tag unless it's in a post.New episodes air Sundays at 9PM EST on AMC. We reserve the right to moderate at our own discretion.Ī place to discuss AMC's 'The Walking Dead'. Linking to illegally hosted content may result in a ban. No bitching if your post is removed for being a shitpost. 9:50 AM The Walking Dead (TWD) universe’s timeline continues to be a trending topic among many fans, even though the flagship show is done. To keep content fresh, reposts will be removed at moderator discretion. It means that, over the course of Year Two, our heroes deep. Use a reliable image host like imgur and link directly to the image. Season four starts at around day 500 of the outbreak. Likewise, just because a cast member acted in something else doesn't make it TWD related either.ĭo not put spoilers in the title of your post. Just because something is zombie-related doesn't automatically make it TWD-related. All events are placed in Eastern Standard Time. Going off the most likely starting date (July 19th). All events from the Comics, Games and Novels are listed. Episode Discussion Archive Issue #193 Discussion Official Discord Server Info User RulesĪll content that is unrelated to The Walking Dead will be removed ( this includes generic image macros and reaction images). The Walking Dead Comic Universe Timeline. 9/22/2023 0 Comments Ireal pro rhodes on androidLive Loops - Super intuitive since it's touch-based, but this is a fun one added to the experience. and absolutely the best option given that price tag. Ok, this is a bit of a cop-out, but it's worth reiterating that this is free. Standout Feature: Everything + It's a Free App Plus, for full transparency, we've added why it made the list specifically.įeel free to jump around the article with the Table of Contents below. You'll get a clear read on what they do, where each excels, the favorite features of each app, how much it costs, and where it's available. In this article, you'll find the 5 apps that you need to install if you are a live musician. From practicing, songwriting, and recording, to live shows and the all-important utility tool. Using the criteria above, a final list was formed that naturally accounted for the entire journey of a performing musician. This helped to add more value and cater to a wider range of performing musicians. Each App is UniqueĪdditionally, it became important to make sure that each recommended app offered something unique compared to the other apps on the list. If an app in question was needlessly complex or resource-intensive, it probably wasn’t going to cut it. Usability, in the context of not being at home, or even being in front of a live audience, was also an important factor. And adds value - be it monetary or creative, something that makes it worth your while to use with frequency and helps you advance your music career. That means an essential music app that is portable because a live musician is on the road or at least away from home quite a bit. So right off the bat, the recommendations needed to have the live musician in mind. The goal is to ultimately save you, the performing musician, time on finding diamonds in the rough. It wasn't good enough to just list out the coolest music apps - there needed to be something more concrete. When sitting down to write this article, the need for clear criteria became clear. One to listen to music, another to record, another one to listen to indie music, etc. And each app has a varying degree of purpose - even within your music folder on your phone, you may have 5 music apps that do different things. The average smartphone has 80 apps installed - let that sink in for a second. If that's you, then this article on the best apps for performing musicians had you in mind all along. And there are more than enough music apps, even those built just for musicians, but we wanted to focus on the wild breed of musicians who like to pour their hearts out with an audience surrounding them. 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