**This kit is designed to work with a conventional upper control arm, anything longer or shorter will NOT work. DOES NOT work with our relocated upper control arm. This instruction manual includes product specifications, reference materials, custom setup information, maintenance procedures, and replacement part details. With 10 hole adjustments and our compact modular welded design gives you the ability to create that extra tire clearance for those using Mini Tubs. *NOW COMES WITH THE OPTION TO ADD AN ANTIROLL BAR TO THIS KIT! Tabs are pre-welded in house within our fixture and a bolt in style Antiroll Bar are included when you select the upgrade option!* Team Z Motorsports March 29 Team Z 79-04 Mustang WELDED Lower Torque Box Replacement Kit. If you are in pursuit of lower 60-foot times and more traction these are a must. When used in conjunction with Team Z’s lower torque boxes and Fab 9 housing you are capable of more adjustment that anything else on the market, the combination of Team Z’s torque boxes and Fab 9 housing are capable of more adjustment than most standard 4 link suspensions. With superior strength and micro fine adjustment, Team Z’s upper torque box replacement kits are like nothing else in the mustang aftermarket. From inside the vehicle, position the upper reinfocement plate as shown in IMAGE 3 and install the angled spacers, followed by the 1/2 washer and. If your upper torque boxes are damaged or you just need more adjust-ability and are looking to lower your 60-foot times, our unique design offers more adjustment than any other replacement torque boxes on the market. How To Install Team Z 79-04 You Weld Lower Torque Box Replacment Kit Team Z Motorsports 9. Team Z Heavy Duty K-Member Bolt Kit for 1979-2004 Mustangs All the fasteners you need to install your Team Z Motorsports K-member. Team Z Motorsports upper torque box replacement kits are the answer you’ve been looking for. Torque Arm Torque Box Replacements Upper Control Arms Roll Cage Kits Motor Plates. Team Z 79-04 Mustang Upper Torque Box Replacement Kit
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The best peel and stick tile is ideal for an array of applications, including wall tiles, floor tiles, shower tiles, backsplash tiles, and fireplace tiles. Your DIY tile projects just got a lot easier with peel and stick tiles from Mosaic Tile Outlet. We call this color POP-SHOP RED because its often combined with the SOLID WHITE tile to make a checkerboard pattern for a. This tile type does not require a messy thin-set and grout, as you can just peel the layer on the backside and stick the tiles to your desired surface. Choose from the most appealing colors, patterns, materials, and styles - and install an eye-catching peel and stick tile design to enhance your interior spaces. We offer peel and stick tile in a fabulous range of varieties. Mosaic Peel and Stick Tiles are easy-to-install and affordable tiling options. Our quality is unmatched and all our peel and stick tiles are made in the United States of America. Smooth the surface with the edge of a credit card or the ruler.Our peel and stick collection is a great way to change the look of any room in a couple of hours depending on the size of the room. Remove part of the back sheet and adhere the backsplash to the wall, pulling off more of the back sheet as you adhere the backsplash to the wall. Measure the space carefully, and use a ruler and box cutter to cut the amount you’ll need for the space. ( 177) 2-Day Delivery FREE Shipping Get it by Sat. Use a cleaning spray or soap and water to remove any gunk from the wall and let it dry. 9' x 10' Peel & Stick Mosaic Tile (Set of 10) by Colamo 65.36 ( 6.54 per item) 69.07 62.09 when you buy 5+ ( 31) Free shipping Sale Cavalis 10' x 12' Gel Peel & Stick Mosaic Tile by Smart Tiles 4.59 /sq. To apply peel-and-stick backsplash tiles, start with a clean surface. Luckily, most of the instructions for installation are in the name! How to install peel-and-stick backsplash tile Cheap peel and stick floor tileJust 120 spent for this elegant nicer bathroom floor.TrafficMaster Travertine White Peel and Stick Vinyl Tile Flooring. If potential buyers see a peel-and-stick backsplash, they might wonder about other corners you’ve cut in the home, he adds. /rebates/2fb2fHome-Decor-Wall-Decor-Peel-and-Stick-Backsplash2fN-5yc1vZcksp&. “Today’s buyers are savvier and much better at spotting cheap, quick fixes,” reports Cedric Stewart, a real estate agent and founder of the Entourage Residential Group with Keller Williams Capital Properties in Washington, DC. Unless it has permanent adhesive, “anything peel-and-stick might fall off the wall or do damage to the surface behind it,” says Liz Toombs, owner of PDR Interiors.Īnd if you plan on moving in the near future, think twice about using peel-and-stick tile for a DIY backsplash. “In this case, you’re not saving money on the tile,” Chiarilli says.Īnother potential downside? The adhesive, especially on renter-friendly tiles that are meant to be removed, can wear down, especially in a kitchen where there’s a lot of moisture. Of course, you can pay for higher-quality kits (e.g., metal or glass), but the price can run up to $25 per square foot. “The thinnest peel-and-stick kits won’t give you any of the depth you’d see with real tile or brick,” says Chiarilli. When it comes down to it, peel-and-stick backsplash tile isn’t the real deal, which, some decor experts believe, can make it look cheap. The cons of peel-and-stick backsplash vs. “If you’re looking for a quick update at a good price, a peel-and-stick backsplash fits the bill,” says Chiarilli. Most primed surfaces benefit from two applications the first one. All you have to do is measure the space, peel off the backing, and stick the tile sheet to the wall. 1.Prime the subfloor, if necessary, with the product recommended by the manufacturer. They’re also far less difficult to install than traditional tile, which requires hours of time and lots of materials (e.g., mortar, grout, tile spacers, etc.). They’re “great for renters, provided the material is removable,” adds Karen Gray-Plaisted of KGP Design Solutions. Claim home Peel-and-stick tile is ideal for people who can’t (or don’t want to) install permanent decor in their home. Claim your home to stay up-to-date of your home‘s value and equity. They are perfect for long gaming sessions without any discomfort. This headset delivers a level of comfort beyond the price point. The HyperX Cloud II is known for being one of the most comfortable gaming headsets on the market, especially at their price point.ĭesigned with premium memory foam and leatherette materials, the headband and ear cups provide superior comfort, while the overall slim and lightweight build really does give them that “cloud” feeling. I am also a big fan of the built-in volume, muting, and surround sound controls. In terms of functionality, I really like the detachable microphone, as it can get in the way if you are trying to eat/drink with your headset on. They are super easy to transport with the mesh carrying bag that comes with the headset! The build design and structure are slim and compact, with no real bulky parts that are excessive or intrusive. The HyperX Cloud II also comes in black/gunmetal and white/pink color variations. The red accent stitching provides aesthetic appeal. Using red as an accent color to highlight the HyperX logo is a great aesthetic feature, as well as the red stitching that lines the headband. The red and black color scheme has a sort of matte look to it that gives this headset style and sophistication. I like that they didn’t do anything crazy with the design and instead went for simplicity. In regards to design, the HyperX Cloud II delivers a nice clean look, feel, and fit. Headset, carrying case, audio cable, detachable microphone, USB control box, airplane adapter & extra ear cushions. The detachable microphone is packaged separately and provides an appealing introductory display upon opening the box. The headset comes with optional Velour ear cups that gamers can swap in for the standard leather ear cups. Underneath a foam protective shield, the HyperX Cloud II headset is nestled nicely into a protective foam mold. Inside is an eye-catching red box adorned with the HyperX logo, containing the warranty paperwork and a user guide. It features a high-resolution photo of the headset itself and a bullet point breakdown of essential features. The HyperX Cloud II gaming headset comes packaged in a hard-shell exterior box that sports their signature red, black, and white brand color scheme.
While Zeus was only lulled by Hypnos twice in the Iliad, common people were affected by him every day. The god of sleep had power even over Zeus, although he was reluctant to use it. He even played a role in one of Greek culture’s most well-known stories, the Iliad.Īccording to Homer, Hera called on Hypnos when she wished to distract Zeus from the ways she meddled in human affairs. He was one of the daimones, personifications of common elements of the world.īecause he played an important role in people’s daily lives, however, Hypnos had a more well-defined character and story than many other gods. While he could bring temporary peace in the form of a relaxing night of sleep, he could also be accompanied by hallucinations, frightening dreams, and even death. Hypnos was therefore a god who was well-loved by the Greek people but was also to be treated with some measure of caution. During sleep, people could forget their worries and the trials of the day for a period of time. This is likely why he was said to live near the River Lethe, the Underworld’s river for forgetfulness. However difficult a person’s life was, Hypnos could bring them relief during the night. People spent as much time being directly influenced by him and his sons, the gods of dreams, as they did all the other gods combined.īecause he brought people rest, he was generally regarded as a kind and helpful god. While these were minor gods, his role was particularly important in Greek life.Īs the Greek god of sleep, he was said to rule over nearly half of a person’s life. Hypnos was one of many daimones in Greek mythology. Hypnos married one of the Graces and his role in influencing the Trojan War was never discovered. The combination of Aphrodite and Hypnos’s powers had such a calming effect that Zeus never questioned them. Hypnos, on Hera’s orders, sent the message to Poseidon that the Danaans could win a victory without opposition from Zeus. Zeus fell into a deep sleep with his wife in his arms. He was so focused on his love for his wife that he did not notice Hypnos lulling him to sleep. Hera used a charm from Aphrodite, who she had also deceived, to make Zeus irresistibly attracted to her. He had always been attracted to the young Grace, so he agreed to help Hera again. She swore on the River Styx that if Hypnos helped her, he would be married to Pasithea. Eventually, she won him over by promising a marriage. Hera tried to bribe the Greek god, but he would not accept her offer of a fine golden throne. Zeus had been furious the first time he had been put to sleep and Hypnos had only escaped his anger by hiding with Nyx. When Hera asked Hypnos for help again so she could influence the Trojan War against his orders, the god of sleep was understandably hesitant to offer it. She asked the god of sleep to help her keep Zeus from seeing her wreck the hero’s ship. The first time he helped Hera, her goal had been to punish Heracles for sacking the city of Troy. Homer tells the story of how Hera twice convinced Hypnos to work for her against Zeus. His most well-known appearance is in the Iliad. Because he induced sleep, he was more active in many stories than some of the more rarely-encountered daimones. Hypnos appeared in several well-known stories, however, because he was essential to their plots. There were uncountable Oneiroi, the daimones who brought both peaceful dreams and nightmares. He lived in a cave in the realm of his father, the primordial darkness of Erebos.Įach night, Hypnos traveled around the world with his sons, the gods of dreams. The word hypnos meant “sleep,” and like other daimones he had little characterization beyond his function.įittingly, Hynos was the son of Nyx, the primordial goddess of the night. He was a type of minor deity called a daimon that personified his domain. The most famous story of the Greek god of sleep showed that even the king of the gods was subject to the workings of Hypnos. All people, and even the gods, were influenced by him for a large portion of their lives.īecause of this, Hypnos played a role in several well-known stories. These spirits were defined by their role and typically had no true mythology beyond it.Īs the Greek god of sleep, however, Hypnos played a more prominent role in life than many other minor gods and goddesses. He was one of hundreds of minor gods that influenced the world and the people in it. In the ancient world, this role was filled by a god instead of a fairy-tale being. Children in the modern world hear stories about the Sandman, a magical being that puts the people of the world to sleep each night. Enhancements in image picker gallery for a smoother experience.Crop your images in the original image's aspect ratio.Support added for 9 new languages (Filipino, Greek, Hindi, Indonesian, Malay, Romanian, Thai, Ukrainian, Vietnamese).While we aim to provide support for raw files from the latest camera models of most camera manufacturers, we cannot guarantee universal raw support. Raw files: arw (SONY), cr2 (CANON), crw (CANON), dng, erf (EPSON), raf (FUJI), 3fr & fff (HASSELBLAD), dcr (KODAK), mrw (KONICA), mos (LEAF), rwl (LEICA), nef & nrw (NIKON), orf (OLYMPUS), rw2 (PANASONIC), pef (PENTAX), srw (SAMSUNG).Photoshop Express supports the following file formats: View photos at their sharpest and most vibrant thanks to support for iPad with Retina display.Email your photos to family and friends.The app is available on iOS, Android and Windows phones. Upload your photos to Adobe Revel™ to view, re-live, and share your memories on your iPad, iPhone, Mac, and Windows 8 tablet. Adobe Photoshop Express is a free image editing and collage making mobile application from Adobe Inc.Post photos to favorite social sites like Facebook, Tumblr, and Twitter.Add a finishing touch with borders and frames. Adobes entry-level photo editing app is a freemium offering that lets you do some cool things with photos for.Enhance in fun artistic ways with Looks like Vibrant, Superpunch, and Glow.Adjust hue, brightness, white balance, and more with easy slider controls.Fix photos fast-crop, straighten, rotate, flip, adjust color, and remove red eye.Noise Reduction: Minimize unwanted grain and speckling in night photos and low light photos.One-touch Filters or Looks: Get additional 60 filters for fun, fresh looks!.Access Premium Features when you sign in with an Adobe ID:.Share: Easily share to all your favourite social sites: Facebook, Twitter, Instagram, and more.Raw photo support: Import and edit photos in raw format.Image Rendering Engine: Improves performance, and enables handling of large files, like panoramic photos and photos clicked in High Definition.For a harmonious look, match the border color with the colors in the image. Photo Frames: Add a distinctive personal touch to your photos with over 15 borders and frames.Customization: Create and save your own Looks.Watermark images: Easily add custom text or graphical watermark on images.You can control intensity of your looks for realistic photo effects. Filters or Looks: A new smart way to turn any photo into artwork choose from over 60 preset eye-catching fun styles. Step 1: Navigate to an image file In Windows 11, navigate to a folder on your computer that holds one of your JPEG images (or whichever file type you want to set to open in Photoshop).You can use tools like Lightroom to make the initial alterations to your pictures before switching them over to finalize your look. Corrections: Instantly light up your selfie or photo with slide controls for clarity, contrast, exposure, highlights, shadows, temperature, tint, sharpen, saturation and vibrance. Adobe Photoshop Express is one of the best free photo editing apps you can use, and you will find plenty of excellent features within the app.Blemish removal: With user, friendly one touch, remove spots, dirt, and dust from your photos.Auto-Fix: A one-touch adjustment for contrast, exposure, and white balance. Adobe Express features built-in photo editing functions to make it the ideal tool for perfecting pictures.Basics: Crop, straighten, rotate, and flip your photos.Photoshop Express has the power of Photoshop CC which gives you the flexibility and control to access your images anywhere using Adobe Creative Cloud. Once you're done, share your finished work directly to Instagram, Facebook, Twitter, WhatsApp, or your other favourite social networks. Get your pictures to pop! And after sharing, you'll be the talk of your friends.ĭownload and enjoy 60+ professional looks and advance corrections like Denoise and Defog for free. Touch your way to better-looking pictures with automatic fixes and filters. On-the-go photo editing was never so fun, fast, and cool. Photo credit: UZH Robotics and Perception Group Research paperĪs you can see in the table above, the AI is faster than the performances of all human players compared to it in the project. In addition, it features the principle importance in emergency driving scenario: how to control the vehicle at extreme high speed. Its goal is to complete a given track as fast as possible, which requires the algorithm to generate fast and precise actions even when the vehicle reaches its physical limits. Scaramuzza, the vehicle was forced to its physical limits:Īutonomous car racing is an extremely challenging problem in robotics. The AI went for an aggressive approach, which allowed the car to keep up higher speed. Photo credit: UZH Robotics and Perception Group YouTube Faster than everyone else As developer Polyphony Digital provided the comparables and data, the team was able to compare the AI with the best lap times of over 50,000 Gran Turismo racers. Overall, it took less than 73 hours for the AI to achieve super-human performance. The training was done with four PlayStation 4 consoles and one single desktop PC. To validate the results, they also compared the performance to that of a human expert driver called “TG”. You can find the three settings on the picture below. The team used two car models and two circuits for that. The fully autonomous agent controlled a race car in Gran Turismo Sport and outperformed all human reference drivers.Ī total of three different agents for three different settings was programmed. The UZH Robotics and Perception Group worked together with SONY AI Zurich for this project with one goal in mind: to create a Deep Learning AI that is able to drive the perfect trajectory. As you can see, the vehicle was able to beat the expert driver as it pursued a different approach for the racing line. You can find the autonomous agent in action in the video below. Their experiment surrounding Gran Turismo Sport was the most recent part of their work. The next step towards their intermediate objective is to make autonomous machines more agile and outperform humans in races, as Prof. To achieve this goal, the team is currently experimenting with autonomous drone racing and autonomous car racing. Our key interest is to develop autonomous machines that can navigate all by themselves using only onboard cameras and computation, without relying on external infrastructure, such as GPS or position tracking systems, nor off-board computing. Our mission is to research the fundamental challenges of robotics and computer vision that will benefit all of humanity. The research team has a specific goal in mind for all their studies: We outperform the fastest known times in a dataset of personal best lap times of over 50,000 human drivers!- Davide Scaramuzza AugExperimenting with car racingĭavide Scaramuzza is a professor of Robotics and Perception at the University of Zurich, as well as the leader of the Robotics and Perception Group. We make use of maximum-entropy deep reinforcement learning and a new reward design to train a sensorimotor policy to complete a given racetrack as fast as possible. Scaramuzza for an interview to talk about his recent project, and also discuss how esports racers can learn from the AI to improve their lap times. The AI learned how to drive a car via Reinforcement Learning on a flawless racing line and was able to outperform over 50,000 reference drivers. But in the end, it’s all about one question: Who is the fastest driver? And to be the fastest of them all, you need to drive the perfect racing line.Ī team from the University of Zurich guided by Italian Professor Doctor Davide Scaramuzza developed a Deep Learning Artificial Intelligence (AI) for Gran Turismo Sport which was able to find the perfect trajectory autonomously. Some want to have fun with it, others love the community aspect, still others prefer to challenge themselves. It’s not a professional esports driver behind the wheel – but an artificial intelligence that controls the car.ĭrivers can have many individual goals or motives to engage in racing. The racing car exits the tunnel, takes every corner perfectly and sets an absolute best time. In Gran Turismo, a gray-red painted Audi rushes across the asphalt on the Tōkyō Expressway. Photo credit: imago images / Science Photo Library A research team programmed an AI for super-human performances. Everyone wants to improve their lap times. fylqfg/post/how-install-1-2-7-aurora-hdr-pro-pkg-safe-version Tranichuden.cd.st/imac-pro-aurora-hdr-pro-vers-1-2-7-tar-gz-how-install-a161798272Īpp fDzF Aurora HDR Pro ver 1.2.8 1.5.7 Updated High Sierra Update B圜Rx Aurora HDR Pro 3.2.7 1.4.7 on OS X thread/89/best-captan-where-download-macnote3le 3.2.1į/Pages/ResponsePage.aspx?id=DQSIkWdsW0y圎jajBLZtrQAAAAAAAAAAAAMAAB1NaHZUMUFLMElJQ0tNUTNQNFNUNk9BUlU4S1hDMy4u 5.1įree kRE4W Aurora HDR Pro 3.2.7 1.2.11 Updated iMac Pro Mac Pro Z0S-Aurora-HDR-Pro-version-1.3.7.dmg Workflow tailored to any style, with support for use as a standalone app or as a plug-in for popular host applications. Support for RAW, JPG, TIFF, and other popular formats for the greatest flexibility. Built-in sharing supports popular photo communities and social networks. Approachable user interface makes for a comfortable, understandable experience. Extensive color and toning controls for vibrant color combinations. Detail enhancement to increase drama in images. Unique Radiance controls and custom texture-blending for creative versatility. Layers, masking, and brushes provide the ultimate in selective editing. Powerful one-click presets, including Signature Pro presets by Trey Ratcliff, yield fantastic results instantly. Total HDR editing experience with the most complete set of tools available. Revolutionary HDR algorithms make possible the entire spectrum of HDR looks, from natural to highly stylized. A joint project between Macphun and Trey Ratcliff, one of the world’s pre-eminent HDR photographers with over 14 million fans online, Aurora HDR can help photographers of all skill levels create amazing images. It’s one of the most complete and powerful HDR apps in the world. Promoting it with the Trey name is a double edged sword - it's not something that attracts me to ?jump=aHR0cHM6Ly9tYWNwa2cuaWN1Lz9pZD01NTc0NCZzPWJhbmRjYW1wJmt3PXYrMS4yLjcrQXVyb3JhK0hEUitQcm8=Įnd-of-Sale Note: Aurora HDR Pro is no longer for sale, as its functionality has been incorporated into Aurora HDR 2018.Īurora HDR, perfect for photographers of all skill levels, provides a comprehensive set of state-of-the-art tools for HDR photography. Aurora works well, but I can't say much more for the time being -) I use HDR in some of my architectural work, where I don't want to show it isn't a straight photo. First impressions are that they have put a lot of effort into making it good for producing images using HDR techniques, that don't yell HDR at you Interesting software -no reviews for a week. The standard version of Aurora HDR costs $49.99 from the Mac store, and the pro version costs $99.99 directly from the Macphun website and Trey's Stuckincustoms page. Aurora HDR can be used as a standalone application or as a plug-in for Abode’s Photoshop and Lightroom, as well as Apple’s Aperture programs. TIFF, RAW and JPEG files are supported for combining within the program, and the company promises a friendly and easy-to-use interface. The company points out that the software can be used to create very moderate and natural looking images as well as the more extreme tones and colors most people readily associate with HDR. The new application, which is available only for Mac users, features layers, masks and brushes for selective editing, as well as texture blending and radiance controls. The pre-set looks are a combination of standard styles as well as Signature Pro sequences that emulate some of Trey's favorite workflows. Created in partnership with HDR specialist Trey Ratcliff, Aurora HDR provides tools for producing a wide range of effects via both manual controls and a collection of pre-sets. Software developer Macphun has announced a new package designed to help photographers to combine multiple exposures into HDR images. A candle is put out for each person that has passed and an extra for anyone that you might have forgotten. Ĭandles, representative of fire, are put out to light the path for the spirits to return. String up your papel picado over your ofrenda or drape in front of your table. Papel picado, representative of wind, are delicately cut tissue paper. These add color and can cover the table and the boxes/crates. You can use a table as your base and add boxes, crates, or books to create multiple levels. Supplies you'll need to make a Day of the Dead altar: While in many regions of Mexico these altars begin taking form on or around October 28th, they are completed just in time for the celebration on November 2nd. Traditional altars range in size and scope with up to 7 tiers, representing the 7 levels the soul must traverse to get to its final resting place, all filled with flowers, food, drinks, water, pictures, and other special mementos. With the altar being the most visibly recognized aspect of the Day of the Dead celebrations, we wanted to show you how to create a small version in celebration of those near to your heart who have passed. We share a bit of the history of Día de Muertos and why we love celebrating here. Here we will show you how we set up this altar for Chef Marcela in memory of her mother. With just a couple weeks left before Día de Muertos (Day of the Dead), we wanted to give you some tips on how to set up your own celebration altar. Preferably, you would put this turret next to the teleporter so you can save a charge while still opening chests. This is because enemies spawn around players, not turrets, which is why we don’t put two down at a time. In RoR2, time is incredibly important, especially at harder difficulties, as one of the slower characters (slowest maybe?) you need to divide and conquer, aka turrets kill you run.Įventually, enemies will stop spawning around the old turret and you will have to place a new one to get more kills. While this turret is down, go find chests and the teleporter as quickly as possible. Instead, try to always have one turret charge ready. Turrets only have two charges and 30 seconds between each charge, making it hard to move them around with you if you just spam them whenever they are up. The first thing to note is that you want to place only one turret down at the start. Obviously there is some nuance here so I will explain further. Place another turret down near the teleporter.How to Play Engineer in Risk of Rain 2Ī quick two-second guide on how to play Engineer: The next sections will deal with gameplay tips on how to play Engineer in Risk of Rain 2 and what the perfect items are for an Engineer. You can hold two charges and each charge takes 30 seconds to cool down so make sure you aren’t wasting them as they are your main source of damage. Keep in mind that you can only have two turrets out at once and placing more will replace the first turret you placed. They don’t do a tremendous amount of damage and do so slowly (notice a pattern?), but just one or two decent items can turn the turrets into merciless killing (or healing) machines. When just starting out, the turrets are pretty lackluster. One, they copy all of the items you have therefore tripling the effectiveness of any item, and second, they can do your job for you (kill things) while you go collect items. These things are extremely strong for two reasons. The Engineer’s turrets are the main reason you are interested in playing Engineer, let’s be real. Most people would see this as a detriment, however, it is actually a benefit, you can use the shield to bounce grenades off of and kill those annoying lesser wisps. Your attacks don’t even go through, they just bounce off it (or stick). Where most Risk of Rain 2 characters get a movement ability, Engineer gets an impenetrable shield that lasts for a whopping 15 seconds.īy the way, when I said impenetrable, I meant it. This little ability makes the Engineer a true s’ mores eating camper. My personal favorite way to use them is to throw them on top of bosses’ heads, giving them an explosive Kippah. Players, your turrets, your shield, enemies, even drones. Most of the time you want to turtle in your shield and once enough enemies have clumped up around you, toss all the mines you can at once, hopefully halting the beetle epidemic that plagues you. Thankfully, he can hold up to 10 at a time and have 4 on the ground at once (they explode if there are more than 4). The Engineer’s mines, much like his normal attack, are low damage but numerous. So what did we learn children? Keep sprinting while charging his attack, his attacks are kind of poop, and they have a 1.0 proc coefficient. This stuff is essential to understand, even if you are playing my favorite (brain dead) survivor. For those who have no clue what this means, check out the proc section of my Risk of Rain 2 guide. Notably, this ability also has a 1.0 proc coefficient. It is simple to do, just hold the ability (left-click PC overlords) and then use the sprint button as you are charging it. You can sprint while charging up the attack, something only a few other Risk of Rain characters have. In all fairness, they aren’t completely terrible (except against anything in the air). Without attack speed, it feels like you are shooting nerf bullets in slow motion, but with attack speed, it feels like faster nerf bullets. The bouncing grenades are meh in terms of damage and half the time you will forget you even have this ability. Let’s start with the Engineer’s attack ability. The Engineer comes with a unique skill set that sets him apart from his inferior counterparts. For now, keep in mind that in Risk of Rain 2 there is no better solo character in the game than Engineer and no cooler cat than the man with a turret. I’ll elaborate on these many many benefits of using Engineer later in this guide.
The row of the above matrix represents the document, and the columns contain all the unique words with their frequency. Table A is how you visually think about it while Table B is how it is represented in practice. index 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 doc 1 2 1 2 3 1 2 2 1 1 1 1 1 1 1įrom the tables above we can see the CountVectorizer sparse matrix representation of words. out of all the countries world some are poor rich but no country is perfect doc 1 2 1 2 3 1 2 2 1 1 1 1 1 1 1 So this text will be represented as follows: Out of all the countries of the world, some countries are poor, some countries are rich, but no country is perfect. Let's take an example to see how it works. The vocabulary of known words is formed which is also used for encoding unseen text later.Īn encoded vector is returned with a length of the entire vocabulary and an integer count for the number of times each word appeared in the document. CountVectorizerĬountVectorizer tokenizes(tokenization means breaking down a sentence or paragraph or any text into words) the text along with performing very basic preprocessing like removing the punctuation marks, converting all the words to lowercase, etc. Our focus in this post is on Count Vectorizer. There are multiple ways with which we can define what this 'encoding' would be. This is the encoding of the words, in which we are focusing on the representation of the word and not on the order of the word. It converts the documents to a fixed-length vector of numbers.Ī unique number is assigned to each word(generally index of an array) along with the count representing the number of occurence of that word. The BoW model is very simple as it discards all the information and order of the text and just considers the occurrences of the word, in short it converts a sentence or a paragraph into a bag of words with no meaning. The Bag of Words(BoW) model is a fundamental(and old) way of doing this. Bag of Words(BoW) ModelĪs mentioned above, we cannot pass text directly to train our models in Natural Language Processing, thus we need to convert it into numbers, which machine can understand and can perform the required modelling on it. Let's get started by understanding the Bag of Words model first. However, our main focus in this article is on CountVectorizer. Vectorization is a process of converting the text data into a machine-readable form. The steps include removing stop words, lemmatizing, stemming, tokenization, and vectorization. What do I mean by vectorized?īefore we use text for modeling we need to process it. Since the model doesn't accept textual data and only understands numbers, this data needs to be vectorized. The textual data after processing needs to be fed into the model. Whenever we work on any NLP related problem, we process a lot of textual data. |
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