![]() ![]() The game has done a stunning job in delivering a realistic-looking experience on mobile. You can expect to see some interesting featured players throughout each season. These players will have bonus skills and will thus be more desirable. If a player performs particularly well over the weekend, then they will appear as a featured player the following week. On top of this, there are now also various national and international leagues that have been added to the game’s lineup, meaning you have more choice than ever before when it comes to building up your dream team. This means that you can now play with even more superstars and enjoy an all-round better gaming experience. In PES 2022, new European clubs have been licensed, including Manchester United, FC Barcelona, and FC Bayern Munchen. This makes each match more authentic and means that your players are now worth much more to you than they were in previous mobile soccer games. Your players can now also inspire the rest of their teammates and influence their style of play during a game. This adds a lot more individuality to the players and thus makes you feel like they’re more valuable. These new features are all related to how you control the ball and the idea is to make each player more unique and special. There is also a new field dribbling style developed alongside Spanish player Andres Iniesta. Build the right team has never been as important as it is in PES 2022. This is all thanks to improvements in ball control and how you manage your players. With eFootball PES 2022, you’ll be able to really take advantage of each of your players’ unique skills and playing style. That means you’ll want to have a strong Wi-Fi connection established before playing this game. The core concept of PES has always been to deliver the most realistic football experience, and this simply cannot be achieved unless you’re playing against real people in real time. You won’t find yourself playing against the AI in this game. Online footballĪs the name suggests, eFootball PES 2022 apk is all about multiplayer and online games. ![]() Build your team and complete with other players around the world to win the tournament and bring fame and glory to your team and fans. ![]() This game has everything that the die-hard soccer fan wants. The gameplay is intense, the graphics are console-level, and there are live updates to player stats that reflect their current position in the global rankings. If you’re a fan of football games, then you really can’t go wrong here. The game is developed by KONAMI and has been downloaded tens of millions of times in the Google Play Store alone. When you think of the best football games, PES is one that quickly comes to mind alongside FIFA. ![]()
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![]() ![]() You can push-start a manual if the battery dies, so you’re less likely to get stuck somewhere and you can use the stick more easily for engine braking, which can reduce wear and make descending hills easier and safer.īut the manual transmission’s chief appeal derives from the feeling it imparts to the driver: a sense, whether real or imagined, that he or she is in control. It’s cheaper to buy (or at least it used to be), and it once had lower operation and maintenance costs. A manual car is also less likely to be stolen if fewer people know how to drive it. Shifting gears yourself isn’t just a source of pleasure, its advocates have said, or a way to hone your driving. Car and Driver ran a “ Save the Manuals” campaign in 2010, insisting that drivers who “learned to operate the entire car” would enjoy driving more and do it better. For years, the stick’s decline has been publicly lamented. Stick shifts have long been a niche market in the U.S. There are rumors that Mercedes-Benz plans to retire manuals entirely by the end of next year, all around the world, in a decision driven partly by electrification Volkswagen is said to be dropping its own by 2030, and other brands are sure to follow. Electric cars, which now account for more than 5 percent of car sales, don’t even have gearboxes. Among the hundreds of new car models for sale in the United States this year, only about 30 can be purchased with a manual transmission. ![]() In 2000, more than 15 percent of new and used cars sold by the auto retailer CarMax came with stick shifts by 2020, that figure had dropped to 2.4 percent. When it comes time to replace my current car, I probably won’t be able to get another like it. That’s why I’ve driven stick shifts for the past 20 years. I love the feeling that I am operating my car, not just driving it. But despite the inconvenience, I love a manual transmission. And when I’m at the wheel, I can’t hold a cold, delicious slushie in one hand, at least not safely. My wife can’t drive my car, which limits our transit options. Clutching and shifting in bumper-to-bumper traffic wears you out. Here are the best cars you can buy right now with a manual transmission.This article was featured in One Story to Read Today, a newsletter in which our editors recommend a single must-read from The Atlantic, Monday through Friday. Cutting down this list was even harder than it was in years past. There are some new options on the market like the Acura Integra and the Toyota GR Corolla. ![]() And manufacturers are catering to them for now. Those cars’ robust and loyal fan bases scoff at “flappy paddles,” instead demanding ungoverned three-pedal amusement. For certain vehicles, it’s that driving experience that remains paramount. What the stick shift does still offer is a more engaging driving experience. Take rates for sticks are too low to justify the R&D costs to offer them, even for former manual stalwarts like BMW and Subaru. Even today, improved automatics are outperforming manuals on both the race track and on the EPA fuel economy test cycle. Our electric cars of the future won’t use them. The manual transmission, sadly, serves little purpose anymore. Times have changed the stick shift is not extinct yet, but every year it becomes more endangered. The manual transmission used to be known as the “standard” transmission. ![]() ![]() ![]() Some of the statistics it can track include data about what was been watched, who watched it, when and where they watched it, and how it was watched. It is essentially a third-party application that you can run alongside your media server to monitor its activities and keep track of various statistics. Tautulli is another must-have plugin/utility for your server. And, if it is running on the Home mode, it needs to be authenticated via a token, which can be found on their support page, here. This Plex plugin needs PHP installed on the system running your Plex server to function. It gives live filtering for each section and a detailed look into shows and movies, along with the option to filter content by genre, actors, etc, and sort titles by name, year, rating, etc. Simply put, it allows you to create an HTML page with information about the media stored on your media server, which you can then share with others. If you often get asked to share content on your Plex media server, but you do not want to give access to your server, the Plex Export plugin can prove to be a lifesaver. Truly one of the best Plex plugins you can install. As for other server management functionalities, you get logging tools, management modules, and subtitle management, to name a few. Besides plugins, it also hosts a few apps and channels that you can download to your server. It is built on an open-source project and comes with a built-in web-server with a responsive web-interface to make it easy for you to view or manage your server on any device. Web Tools is not just a plugin, but a collection of several utilities to help you manage your Plex server in a better manner. Note: Some plugins do not have a straightforward installation method, and therefore, might require you to follow their own installation guide. Linux: $PLEX_HOME/Library/Application Support/Plex Media Server/Plug-ins.macOS: ~/Library/Application Support/Plex Media Server/Plug-ins. ![]() Windows: %LOCALAPPDATA%\Plex Media Server\Plug-ins.Copy the plugin bundle into the Plug-ins folder in the Plex Media Server. You can find the Plug-ins Folder in the following directories – ![]() Check for the “.bundle” file and make sure its file name does not have anything after the “.bundle” extension.ģ. If it is in the “.zip” archive, unzip it in a folder.Ģ. While we don’t recommend doing that due to security reasons, if you end up getting one, this guide might still come in handy. Having said that, it should be possible to run plugins on the older versions of Plex. So, as of now, it is no longer possible to run the plugins on the server even if you manage to install them. UPDATE: It seems that Plex has decided to scrape off support for plugin systems. So, in this article, we list down some of the essential Plex plugins and mention the steps to sideload them on your server. Although, a couple of years back, Plex shut down its plugin directory, leaving users with no other option, but to sideload plugins. While you can use Plex as is, and it would easily suffice most of your requirements, you can further get more out of the service using various Plex plugins. One of the key aspects of the service is its on-the-fly transcoding, which automatically adjusts the quality of the stream based on the network’s bandwidth to give you a seamless streaming experience. Be it a PC or a NAS (Network Attached Storage), you can use it to store and organize all your media on one device, and access it on another. Plex is one of the top media server software for your media consumption needs. ![]() ![]() ![]() I've had that installed for a long time and I've bought many games over the years from Steam. But you need the Steam app to actually get them onto your Mac. So you have to download the Steam app and that's how you would actually download the games and play them. You can go to and it's an online store but there's also an engine involved. Probably the biggest place to go is Steam. So you're going to get a few of them but if you're serious about gaming and want to play some of the top Mac games you're probably going to have to go to one of these other places. The disadvantages of it are the most major games are not going to appear in the Mac App Store. So you can buy a game and then other members of your family, using family sharing, can also play. That's really useful for games because sometimes we get tired of a game and then later on want to go back to it.Īnother advantage to using the Mac App Store is it works with family sharing. So you can uninstall the app and then reinstall it. Also, of course, anything that you buy in the Mac App Store you can install on any Mac, using your Apple ID, and your purchases are kept around forever. So you can quickly go in and make a purchase without signing up for something new. The advantage to using the Mac App Store are that you are probably already setup to use it. So there's just about something here for everyone. There are a ton of games here from some triple A new titles to a lot of cheap little puzzle games which are sometimes free with an app purchase or sometimes completely free. You can also go to Categories and then Games and you can see the list of the top paid and free games. So you can always check here to browse for games. You just go to the App Store and then in the left sidebar go to Play and it takes you to a section where it features new games and editor's picks and games in different categories. There are three main places that you can go to find games for your Mac. So while the Mac is not a great gaming platform there are plenty of games available. Find out how you can become a part of it at /patreon. MacMost is brought to you by the more than 350 people that support it in its Patreon Campaign. In this episode I'm going to show you where you can get games for your Mac. Video Transcript: Hi, this is Gary with. Check out Where To Get Games For Your Mac at YouTube for closed captioning and more options. ![]() ![]() ![]() What's new in MASCHINE 2.2.0 ? New ‘Arp Mode’ New ‘Scale Mode’ KOMPLETE KONTROL hardware and software integration: including Onscreen Library Browser inside MASCHINE 2, and hardware navigation via KOMPLETE KONTROL hardware Popup Overlay Menu displayed on MASCHINE STUDIO’s with the latest firmware version using touch-sensitive knobs Performance improvements and bug fixes Then finish off your tracks with a sleek, intuitive mixer – all wrapped in a beautiful new user interface and with full multi-core support. Get busy creating with unlimited groups and insert effects, and sidechaining. Find instruments, effects, kits, sounds, and samples fast with the spectacular tag-based visual browser – optimized for KOMPLETE Instruments and Effects. WHAT’S NEW IN MASCHINE All-new MASCHINE 2.0 software is bursting with power. 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Along with the Maschine Drum Synth modules, the updated version 2.5 of the Maschine software features a revised 9 GB library updated with new sounds and macro controls.TEAM R2R 2014.11.25 | WiN: 790.25 MB | MAC: 895.44 MB Create tight rhythms, harmonies and melodies in moments with MASCHINE - the groundbreaking instrument that combines a pattern-based sequencer, professional sampler, multi-effect unit and VST/AU plug-in host with tactile control. Maschine Jam includes a library of sounds from Maschine 2 software and the Komplete 11 Select instruments and effects bundle, including NI’s soft synths Massive and Monark. It can also be custom-mapped to control any other MIDI capable software. ![]() Maschine Jam works within any DAW as a plug-in, and also provides DAW control as a dedicated controller in MIDI mode. In addition to seamless browsing through the tag-based Maschine and Komplete sound libraries, full support for NKS-ready plug-ins makes native in-app browsing for third party software possible. Maschine Jam also creates a workflow complementary to existing Maschine hardware. A powerful Lock function stores parameter snapshots that can revert back to their original settings or morph between multiple lock states. The Smart Strips each feature multi-color LED meters to monitor the level of the assigned function, and can be used to alter macros, key instrument parameters, and even play melodies and chords with the unique Notes function. Each strip responds to simultaneous finger gestures to alter the motion, space, and dynamics of sounds in real time. New Perform FX map one of several effects to Jam’s touch strips. Maschine Jam’s eight dual-touch Smart Strips, located below the pad matrix, feature a broad set of functions unlocked with the free Maschine 2.5 software update: When the Variation Engine is enabled, beats and melodies can be randomly generated, based on customizable values, and then modified on the matrix. A built-in humanizer adds natural rhythmic fluctuations to programmed sequences. ![]() In Step Mode, the 8×8 matrix becomes a powerful multi-track step-sequencer for one, four, or eight sounds simultaneously. In Pad Mode, sounds are entered in real time, while Piano Roll Mode makes possible step-sequencing melodies in a wide variety of available scales. The Jam’s workflow centers around an 8×8 multicolor click-pad matrix where producers and performers can “experiment with arrangement possibilities,” using patterns and scenes: Maschine Jam offers a unique set of hardware features that, NI says, “reinforces the creative process.” ![]() ![]() Let’s First understand the Softmax activation function. BCELoss class torch.nn.BCELoss(weightNone, sizeaverageNone, reduceNone, reduction'mean') source Creates a criterion that measures the Binary Cross Entropy between the target and the input probabilities: The unreduced (i.e. their default values) to minimise the balanced binary cross-entropy loss. CrossEntropyLoss class torch.nn.CrossEntropyLoss(weightNone, sizeaverageNone, ignoreindex- 100, reduceNone, reductionmean, labelsmoothing0.0) source This criterion computes the cross entropy loss between input logits and target. The understanding of Cross-Entropy is pegged on an understanding of the Softmax activation function. something we have implemented ourselves using the pytorch framework.7 The. Cross entropy loss posweight python - Pytorch: Weight in cross entropy loss - Stack Overflow Nettet22. In this post, we talked about the softmax function and the cross-entropy loss these are one of the most common functions used in neural networks so you should know how they work and also talk about the math behind these and how we can use them in Python and PyTorch.Ĭross-Entropy loss is used to optimize classification models. Softmax is often used with cross-entropy for multiclass classification because it guarantees a well-behaved probability distribution function. torch.nn as nn import torch.nn.functional as F from torch.nn import CrossEntropyLoss. Many activations will not be compatible with the calculation because their outputs are not interpretable as probabilities (i.e., their outputs do not sum to 1). ![]() The word loss means the penalty that the model gets for failing. ![]() Here the softmax is very useful because it converts the scores to a normalized probability distribution. A loss function tells us how far the algorithm model is from realizing the expected outcome. Multi-layer neural networks end with real-valued output scores and that are not conveniently scaled, which may be difficult to work with. torch.nn.functional.crossentropy(input, target, weightNone, sizeaverageNone, ignoreindex- 100, reduceNone, reductionmean, labelsmoothing0. 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