![]() ![]() This has created a new space for literature with the potential to reach a broader audience of readers. Since then, a couple of dozen novels have been serialized on the Internet, with that figure likely to increase in the coming year as publishing companies look for ways to compete with the flood of entertainment options already available on and offline, not to mention the portable entertainment devices that command people’s attention on streets, buses and subways.Īnd although Web serials - which can include comic books and other kinds of genre fiction like sci-fi, romance, mystery or horror - have become popular among younger readers, the works being posted online in serial form are serious pieces of literature by established Korean writers, including Gong Ji-young, Hwang Suk-young and Shin Kyong-suk, as well as Brazilian writer Paulo Coelho, whose novel “The Winner Stands Alone” was put on the Web in serial form in Korea earlier this year. When Korean author Park Bum-shin began posting segments of his book “Cholatse,” a novel about two brothers doing dangerous climbs, on his blog in August 2007, it sparked a trend that could eventually change the publishing industry in South Korea. But what about something as sacred as literature? The Internet is a vast sea of information, and there seems to be no limit to the types of material available on the flickering white screens that seem to dominate so many aspects of our lives. Over 20 books have appeared in serial form online, including, from left to right, “Hesperus” by Hwang Suk-young, “Dogani” by Gong Ji-young, “Sagwaneun Jalhaeyo” by Lee Ki-ho and “Cholatse” by Park Bum-shin.
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These models are used to predict returns over various time periods and to identify significant factors that drive asset returns. Regression-based algorithms have been leveraged by academic and industry researchers to develop numerous asset pricing models. Many algorithms that are widely applied in algorithmic trading rely on supervised learning models because they can be efficiently trained, they are relatively robust to noisy financial data, and they have strong links to the theory of finance. In the context of finance, supervised learning models represent one of the most-used class of machine learning models. Regression algorithms, in contrast, estimate the outcome of problems that have an infinite number of solutions (continuous set of possible outcomes). Classification algorithms are probability-based, meaning the outcome is the category for which the algorithm finds the highest probability that the dataset belongs to it. Classification-based supervised learning methods identify which category a set of data items belongs to. Regression-based supervised learning methods try to predict outputs based on input variables. ![]() There are two varieties of supervised learning algorithms: regression and classification algorithms. In other words, supervised learning algorithms are provided with historical data and asked to find the relationship that has the best predictive power. Based on a massive set of data, the algorithm will learn a rule that it uses to predict the labels for new observations. A set of training data that contains labels is supplied to the algorithm. Supervised learning is an area of machine learning where the chosen algorithm tries to fit a target using the given input. This will often include hyperparameters such as node size, max depth, max number of terminal nodes, or the required node size to allow additional splits.Chapter 4. Random forests are built on individual decision trees consequently, most random forest implementations have one or more hyperparameters that allow us to control the depth and complexity of the individual trees. | Use typical tree model stopping criteria to determine when a | | Split the node into two child nodesġ1. | | Pick the best variable/split-point among the m_tryĩ. | | Select m_try variables at random from all p variablesĨ. | Grow a regression/classification tree to the bootstrapped dataħ. | Generate a bootstrap sample of the original dataĥ. Select number of trees to build (n_trees)Ĥ. The basic algorithm for a regression or classification random forest can be generalized as follows: 1. 29 More specifically, while growing a decision tree during the bagging process, random forests perform split-variable randomization where each time a split is to be performed, the search for the split variable is limited to a random subset of \(m_\) (classification) but this should be considered a tuning parameter. Random forests help to reduce tree correlation by injecting more randomness into the tree-growing process. However, as we saw in Section 10.6, simply bagging trees results in tree correlation that limits the effect of variance reduction. Bagging then aggregates the predictions across all the trees this aggregation reduces the variance of the overall procedure and results in improved predictive performance. Bagging trees introduces a random component into the tree building process by building many trees on bootstrapped copies of the training data. Random forests are built using the same fundamental principles as decision trees (Chapter 9) and bagging (Chapter 10). 22.2 Measuring probability and uncertainty.21.3.2 Divisive hierarchical clustering.21.3.1 Agglomerative hierarchical clustering. ![]() 21.2 Hierarchical clustering algorithms.18.4.2 Tuning to optimize for unseen data.17.5.2 Proportion of variance explained criterion.17.5 Selecting the number of principal components.16.8.3 XGBoost and built-in Shapley values.16.7 Local interpretable model-agnostic explanations.16.5 Individual conditional expectation.16.3 Permutation-based feature importance.16.2.3 Model-specific vs. model-agnostic.7.2.1 Multivariate adaptive regression splines.7 Multivariate Adaptive Regression Splines. ![]() If you have any questions or would like to try out a class, please don't hesitate to contact us. We are now offering online classes during this public health crisis. The primary focus is on producing quality fighters trained in Historical European Martial Arts or HEMA for short. In addition to medieval longsword classes, we teach a wide array of weapons including rapier, dagger, grappling, spear, pollaxe, halfsword, sickle, messer, sword and buckler, and staff. Blood and Iron Martial Arts is one of Canada’s leading schools in western martial arts. Medieval sword fighters can look on fencers as just playing a game, while fencers. Our fencing classes are taught in a supportive, community-oriented environment. We teach weekly classes in historical swordfighting, sport fencing. Our focus is mainly on two handed sword (longsword), sword and buckler, sword. We invite you to browse our website to learn more about our programs, meet our instructors, and see what we have to offer. Reviews on Sword Fighting Classes in Falls Church, VA - Yamajiro Ninja Academy, Nova Fencing Club. We are a non-profit historical fencing school serving the greater Los Angeles area. Monday is dedicated to the Medieval martial arts from Germany. Our classes focus on building strong foundations, improving technique, and developing strategy. Whether you are looking to learn fencing for sport, self-defense, or personal growth, we have a program that is right for you. We study medieval and renaissance sword forms, including longsword, rapier, dagger, spear, sword and buckler, sidesword, montante, wrestling, and other weapons. Dedicated to helping our students not only learn the techniques and tactics of sword fighting, but also to develop discipline, confidence, and physical fitness for casual or competitive fighting.Īt Synergy Sword Arts, we offer classes for students of all levels, from beginner to advanced. Historic European Martial Arts (HEMA) group in Raleigh, Durham, Apex, Cary, Chapel Hill North Carolina (Triangle). Our experienced instructors are trained in a variety of weapon styles and techniques, and are committed to helping our students develop their skills and reach their full potential. We offer a unique and exciting way to learn the art of sword fighting in a modern, safe, and welcoming environment. We are rooted in historic texts but we combine modern knowledge of all weapon forms to create synergy and understanding for all combat enthusiasts alike. ![]() My name is Colin Bruton.I offer sword fighting lessons to private individuals and Corporate clients. We teach various forms of sword combat including HEMA, SCA and Armored Combat. Medieval and Renaissance Sword Fighting Lessons. GTA 5 Social Club Offline Mode Fix Cache Clear for Grand Theft Auto Online May. Steam with keygen, Grand Theft Auto V Update 5 Retail to Steam with crack. I had proxy with caching enabled.Rockstar Games Social Club received a major update inbefore Max Payne 3 . 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The multiplayer in Max Payne 3 means you'll be playing the game for a long time to come, but the single player campaign too offers some significant challenge. Max himself is cynically hilarious, and the soundtrack fits perfectly with the sound of bullets rattling around the favelas of São Paulo. Rockstar don't disappoint when it comes to acting and voices, and Max Payne 3 is no exception. It's full of visual effects that add to the downtrodden feel of Max's tale, and the environments are beautifully brought to life. Bullet time is well integrated into multiplayer too, so that anyone in your line of sight is also switched into bullet time when activated. The various multiplayer modes include the excellent 'Gang Wars' that plays out like a mini saga between two gangs. I hope we see more of this seamless action in GTA V too. Cut scenes flow flawlessly into the action, which makes Max Payne 3 really immersive. The intense shootouts are told through flashback, as Max recounts how his life has hit rock bottom in the city of São Paulo. The year’s second-biggest hit, “Spider-Man: Across the Spider-Verse” ($375.2 million domestically) is yet one more “Spider-Man” movie. Movie” ($1.3 billion worldwide) isn’t anyone’s idea of cutting-edge cinema but it reflects Hollywood’s new embrace of the giant gaming industry. In last year’s top 10 films at the box office, one movie was a reboot (“The Batman”) and the rest were sequels.īut such overdependence on more-of-the-same was sure to run out of steam one day - and this year’s best performers are coming from some new places. ![]() The nostalgia business isn’t going anywhere, nor is Hollywood’s dependence on remakes and sequels. 3,” with $843 million worldwide, has been a big seller but movies like “Ant-Man and the Wasp: Quantumania" and “The Flash” have fallen well shy of expectations. Meanwhile, recent Marvel films and DC movies haven’t approached the kinds of grosses once assured of comic-book adaptations. The seventh “Mission: Impossible” film, “Dead Reckoning Part One,” fell shy of expectations before getting blown away by “Barbenheimer.” It declined 64% in its second weekend. In three days, “Barbie” already surpassed its total North American haul of $145.9 million. The 10th “Fast and the Furious” movie, “Fast X,” was a dud domestically, though international sales have been robust. It’s made $335 million worldwide with a budget more than double that of “Barbie,” which cost $145 million. “Indiana Jones and the Dial of Destiny,” coming 42 years after “Raiders of the Lost Ark,” has failed to ignite in theaters. Lately, some of the movies’ biggest franchises have shown signs of wear and tear. Reboots, superheroes and films with bloated budgets that often cover a lack of ideas - time to take stock. “Everyone came out this weekend for two ORIGINAL, smart, quality movies,” wrote Clare Binns, managing director of indie distributor Picturehouse, on Twitter. In the wake of “Barbenheimer,” many are hoping Hollywood will draw a lesson other than greenlighting more toy adaptations and the inevitable “Barbie” sequel. Those results, riding critical acclaim and months of a viral double-feature drum beat, nearly doubled expectations and astonished Hollywood. Universal’s “Oppenheimer” took in $82.4 million. ![]() Warner Bros.’ “Barbie” grossed $162 million domestically, the best opening of the year. and Canadian theaters on the weekend was more than $300 million, the fourth highest ever. “I’m hopeful that these movies were original by noted filmmakers will convince studios to lean into that direction rather than doing what’s safe.Īnd the numbers are eyepopping. There’s an internal prejudice to doing what works,” says Richard Gelfond, IMAX chief executive. “I’ve always joked that if there’s a tornado movie that works that the next year there will be three tornado movies. “Barbenheimer” could, just maybe, be a turning point. Audiences are showing a renewed taste for something fresh. At the same time, some of the most dependable franchises in movies, from Marvel to “Fast and the Furious,” are no longer leading the pack. Nolan is himself a brand, too.īut Hollywood’s biggest zeitgeist in years was propelled by a pair of movies without a roman numeral, a Jedi or a superhero in sight. Robert Oppenheimer and the atomic bomb comes from no small moment in history. “Barbie,” based on the Mattel doll, had some extremely well-known intellectual property going for it. “Barbie” and “Oppenheimer” became a meme because of their worlds-apart differences but they're each indelibly the work of those filmmakers. Here are two movies that are neither sequels nor reboots pushing the box office to highs not seen in years. Matchbox Twenty.īut one of the most important triumphs in the moviegoing monsoon of “Barbenheimer” was originality. Movie theaters, more crowded than anytime post-pandemic. ![]() Christopher Nolan, who set a non-Batman career high. Greta Gerwig, who made history for female directors. NEW YORK (AP) - In the massive movie weekend of “Barbie” and “Oppenheimer,” there were many winners. ![]() To try to see a shooting star, the sky should ideally be clear. Rock from space regularly enters the Earth’s atmosphere, with around one million shooting stars occurring every day around the world. How common is it to see a shooting star? Shooting stars are very common. … Under a dark sky, any observer can expect to see between two and seven meteors each hour any night of the year. You can see a “shooting star” on any dark night - but some nights of the year are much better than others. Does Celeste come every week?Ĭeleste will only appear on your island between the hours of 7pm and 4am and only on clear nights, when there’s a chance of a meteor shower. Press A to wish upon a shooting star in Animal Crossing: New Horizons, as long as you aren’t holding anything, that is. YouTube video: How To Wish On Stars In Animal Crossing?īetween 7 pm and 4 am you’ll have the chance to see and wish upon these shooting stars that Isabelle has told you about. This is because more and more stars will come afterwards, meaning you will have enough time to be ready. However, if you were able to spot a shooting star but you failed to make a wish, you don’t need to worry. You can constantly hit the ‘A’ button every time you see a shooting star. Why can’t I wish on stars Animal Crossing? Since the max is 20, don’t waste your time making more than 20 wishes during meteor showers. You get one Star Fragment for each wish you make, and you can get a maximum of 20 Star Fragments. How likely is it to see a shooting star?.YouTube video: How To Wish On Stars In Animal Crossing?.Why can’t I wish on stars Animal Crossing?. ![]() Canvas painting is a great activity for kids of all ages, if you are looking for a bit of canvas painting inspiration, you can find a ton on Pinterest. ![]() I recommend picking up a variety pack of brushes, and if you are painting with little kids, get the brushes with the thicker handle or ones that have a grip so that their little hands can work with them better.Ĭhildren love creating and canvas painting will provide them with a sense of pride when they see their completed masterpiece, be sure to tell them “Good job” as well, everyone likes a little positive reinforcement. If you have little kids and are nervous about using acrylic paints, consider washable paints or you can also just make your own paints with ingredients from your pantry with my simple finger paint recipe, it’s even edible in case you have very little ones who like to taste things □ ![]() You will need canvases, paints ( acrylic work well) and brushes. Canvas painting for kids will also bring hours of fun! Painting with kids is an excellent indoor activity for kids, and if the weather is nice and you have a table outside, it would be fun to do in the backyard as well.Īll you need are a few basic supplies when painting with kids, all of them can be found at your local craft store, online and you may be able to find some at the dollar store. Canvas painting for kids is a frugal and easy activity for kids.Ĭanvas painting for kids is a fun and fairly inexpensive activity that encourages creativity, develops fine motor skills, builds confidence and helps develop cognitive skills. 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Data management and software infrastructures Improving software infrastructure and analysis and enhancing prudential reporting set-ups.National Development Banks (NDBs) Developing internal assessment tools, improving organisational structures, capacity building. ![]() Prudential supervision Implementation of the European Banking Authority’s guidelines, supervisory manuals and training development of models supporting supervisory assessment.In doing so, they have to strike the difficult balance of strengthening the institutions’ resilience without undermining their business sustainability. Supervisors therefore regularly assess and adjust supervisory practices to ensure effective stimulus and monitoring of the banking sector. The market environment is shaped by new digital technologies, dynamic consumer preferences, increasing competition and changing regulations. Maintaining an efficient and reliable banking system is important for achieving sustainable economic growth. The technical support is focused on strengthening the sector’s oversight, responding to the quickly changing market and supporting broad financing options for the real economyĭownload the brochure about Financial sector and access to finance > ![]() The Commission provides technical support to EU Member States across a broad spectrum of reforms in the financial sector. These initiatives have resulted in new and complex legal frameworks requiring implementation at national level. To address the current challenges and to seize new opportunities, the EU has adopted various initiatives. ![]() More recently, re-emerging risks for the financial sector will need to be addressed as part of the EU economic recovery efforts. Challenges on development of new technologies, the fragmentation of the EU markets and climate change continue to exist. Businesses, citizens and national authorities have been affected by the financial crisis. 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