![]() ![]() You have to look at other metrics as well, plus understand the underlying math. Our take away message here is that you cannot look at these metrics in isolation in sizing up your model. Yet, there are models with a low R2 that are still good models. Similarly, there is also no correct answer as to what R2 should be. Since there is no correct answer, the MSE’s basic value is in selecting one prediction model over another. Simply put, the lower the value the better and 0 means the model is perfect. That is confirmed as the calculated coefficient reg.coef_ is 2.015. You can see by looking at the data np.array(,], ,]]) that every dependent variable is roughly twice the independent variable. Print ("average of errors ", np.mean(er)) Print( "actual=", ytest, " observed=", preds) Print("Mean squared error: %.2f" % mean_squared_error(ytest,preds)) Print("R2 score : %.2f" % r2_score(ytest,preds)) So here is the complete code: import matplotlib.pyplot as pltįrom trics import mean_squared_error, r2_scoreĪr = np.array(,], ,]]) Error in this case means the difference between the observed values y1, y2, 圓, … and the predicted ones pred(y1), pred(y2), pred(圓), … We square each difference (pred(yn) – yn)) ** 2 so that negative and positive values do not cancel each other out. The larger the number the larger the error. Mean square error (MSE) is the average of the square of the errors. We can of course let scikit-learn to this with the r2_score() method: print("R2 score : %.2f" % r2_score(ytest,preds)) What is mean square error (MSE)? And then the results are printed thus: print ("total sum of squares", y) y is each observed value y minus the average of observed values np.mean(ytest). g is the sum of the differences between the observed values and the predicted ones. Reading the code below, we do this calculation in three steps to make it easier to understand. A low value would show a low level of correlation, meaning a regression model that is not valid, but not in all cases. ” …the proportion of the variance in the dependent variable that is predictable from the independent variable(s).”Īnother definition is “(total variance explained by model) / total variance.” So if it is 100%, the two variables are perfectly correlated, i.e., with no variance at all. It is closely related to the MSE (see below), but not the same. In the code below, this is np.var(err), where err is an array of the differences between observed and predicted values and np.var() is the numpy array variance function. What low means is quantified by the r2 score (explained below). In terms of linear regression, variance is a measure of how far observed values differ from the average of predicted values, i.e., their difference from the predicted value mean. Learn how you can manage escalating IT complexity with ease! › (Recall that, in the last blog post we made the independent y and dependent variables x perfectly correlate to illustrate the basics of how to do linear regression with scikit-learn.) We’ll also introduce some randomness in the dependent variable ( y) so that there is some error in our predictions. To provide examples, let’s use the code from our last blog post, and add additional logic. ( Learn more in Bias and Variance in Machine Learning.) Other concepts, like bias and overtraining models, also yield misleading results and incorrect predictions. These first metrics are just a few of them. Following a flawed model is a bad idea, so it is important that you can quantify how accurate your model is. You need to understand these metrics in order to determine whether regression models are accurate or misleading. Use the right-hand menu to navigate.) Why these terms are important (This article is part of our scikit-learn Guide. We illustrate these concepts using scikit-learn. Today we’re going to introduce some terms that are important to machine learning: Automated Mainframe Intelligence (BMC AMI).Control-M Application Workflow Orchestration.Accelerate With a Self-Managing Mainframe.Apply Artificial Intelligence to IT (AIOps).
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![]() Just remove the profile to re-enable spell-check. A configuration profile would be a non-destuctive and very quick way of disabling spell-check. Outlook will automatically check as you go and mark the misspellings with a red line. I meant that when you are spell checking a PowerPoint document containing text in two languages and you click 'Add' to add words to the custom dictionary, PowerPoint does NOT select the appropriate custom dictionary (it shows the previous one). Word uses a plist file and that plist file stores the preferences set in Word menu > Preferences > Spelling and Grammar and Word menu > Preferences > AutoCorrect. Type the text of your message in each language. Outlook will remember this setting so you won't need to set it again. ![]() Typically, youll set this language to be the same as the editing or authoring language. Select Detect language automatically > OK. Proofing tools are spelling and grammar check. Open a new email message, place the cursor in the body of the message, and select Edit > Language > Language. (Alternatively, select the Home tab followed by the Select button and Select All from the drop-down menu.) Important Note: Word won’t check existing text in the new proofing language unless the text is selected before changing the language. If Outlook is open, exit and restart it so the language additions can take effect. Press Ctrl + A to select your entire document. Select the language you plan to use > Add. Restart the Mac after applying the update. ![]() Use Help> Check for Updates in the main menu of either Office program, then follow the instructions as they appear. On the Mac, select System Preferences ( ) > Language & Region ( ). However, the installation of Office 2016 should be updated on a regular basis. I’ve recently installed Office 2016 onto my MacBook Pro and realized that none of my misspelled words were being marked as incorrect. I checked language settings and all seemed to be in order. First, select the languages you use most often. Is anyone else having performance problems with Word 2016 Spell checker I was working with a document that was 60 pages long and had been converted Word 2011 to Word 2016 format. Do you often include multiple translations in a single email message? If so, a great time saver is to have Outlook for Mac detect and spell check those translations for you automatically. ![]() If your itinerary includes multi-day treks through the bush, then you’ll need a sturdy pair of hiking shoes. Only use these if you are going on a safari post your trek up Kilimanjaro.įor the most part, you’ll spend your day in the safari vehicle and around the campfire, so comfortable hiking boots or high-top trainers are recommended which help cover your ankles.Īnother essential pair of shoes to pack is strong-soled flip-flops for showering, the beach or the pool. ![]() It might be tempting to order the latest pair of heavy, hard-core hiking boots, but lugging these around will make your bag and feet heavier than they need to be. Whilst the type of shoes to pack depends on the kind of safari you’re doing, the most sensible ones are simple and lightweight. These provide sun protection and also offer a breathable, wicking fabric that pulls moisture away to keep you cool and dry. The elastic band and pockets make them very useful, and a bonus is that they double up as both lounge and hiking gear.įor safari walks and trekking experiences, you’re better off with convertible trousers for men and women made by Columbia. These are lightweight, quick-drying and offer water resistance. Remember that the safari-friendly colour rule applies to here too, so choose anything that is olive green, tan or khaki.įor the endless hours of sitting and looking for animals, your best bet is cargo trousers. Jeans or uncomfortably tight trousers are unsuitable for safaris – comfort is key when jumping in and out of the safari vehicle. Not everyone feels comfortable in long-sleeved shirts, however, and if you prefer less coverage remember to be vigilant about applying insect repellent (more information below) and sunscreen.Īt most lodges, there is also rarely a dress code (most people go straight to dinner after their afternoon safari) so packing in smart clothes is a nice-to-have but not a necessity. Long-sleeved shirts not only protect from the sun but also help keep the bugs away. Then add a breathable sweater or button safari long-sleeve shirt. Safari ShirtsĪ general recommendation for layering is to start with a moisture wicking t-shirt or tank top as a base layer. Investing in some quick-drying underwear is also a good idea, especially because you’ll most likely wash this by hand on a camping safari. If you plan to do a walking safari, then sports underwear made from brands like Jockey or Icebreaker is excellent.Įven if you don’t plan on taking on anything strenuous on your safari, women should pack a low-impact sports bra for the bouncy safari drives. Now that you know how to wear your safari clothes, here are the 7 best kinds of safari clothes: Underwearĭepending on the length of your trip, you should pack between 3-6 pairs of underwear. ![]() Together they hold less than 2.7% of all raised capital, while more than 61% of total funds raised over the past ten years is held by only 24 firms. Distribution of Raised Capital in Past 10 YearsĪbout half of the active Silicon Valley VC firms that Preqin has data for raised less than $100M funds raised over the past ten years. Given the population of San Francisco and Silicon Valley, the region currently has 4,433 per capita in venture capital, outstripping the nation (at 206. Preqin has estimates of the total funds raised in the past ten years for 418 active firms, as well as “dry powder” estimates for 428 active firms - so about half of the 903 Silicon Valley VC firms. 428 Silicon Valley VC firms have raised an estimated $247,554 million (yes, almost $250 billion!) over the last ten years, and are estimated to have about $101,364 million (or about $100 billion!) of dry powder. By 2014, that figure jumped to 44 percent. Silicon Valley VCs Raised Almost $250 billion in Past 10 Years. The firm is committed to investing venture capital in the most promising energy innovators. Founded by Jason Blumberg and Sara Chamberlain, Energy Foundry is a venture capital company headquartered in Chicago, Illinois, US. I’m trying to say here that total funds raised and dry powder might not be that meaningful here. Venture capital (commonly abbreviated as VC) is a form of private equity financing that is provided by venture capital firms or funds to startups, early-stage, and emerging companies that have been deemed to have high growth potential or which have demonstrated high growth (in terms of number of employees, annual revenue, scale. Now, let’s take a closer look at these renewable energy venture capital firms: 1. Check out our list of the 15 brightest San Francisco Bay Area venture capital firms investing wisely in the future of tech. Additionally, we don’t know how they decide to deploy their money geographically and asset-class-wise. They range from well-established firms with more than 30 years of experience to emerging tech-focused VCs that are startups themselves. As a rule of thumb, these PE firms raise significantly larger funds than early-stage venture capital funds. Several essential elements of todays multi-trillion-dollar global venture capital industry can be traced to a small, almost entirely unknown firm. ![]() We invest in businesses that create new frameworks of ownership and. This is especially true for the non-US institutions. We are an early stage venture capital firm with 175M of AUM across three funds. Keep in mind that some of these firms traditionally had more of a late-stage private equity focus. Together, these firms reported about $804 billion raised, with an estimated $273 billion left of dry powder. ![]() In the last part of the spread, the individual can designate the estimated value of all of the items for each room and there total.įor convenience, the individual should save all the documents that confirm the purchase prices of the items that are included in the home inventory spreadsheet, and keep them attached to it. The individual should also include the date when they bought the item and the price they paid for it. It will help to drastically narrow down the number of replacements the insurance company will be able to offer the individual if they will be eligible for insurance coverage Another feature that should be indicated is it the items model or serial number (or both). One of the first ones to mention should be the item's manufacturer To describe the item, individuals can state some of its characteristics. Individuals can use this part of the document to list the items that are located in the room stated above This section of the spreadsheet can consist of several columns, such as: Here, individuals can designate the name of the room they are describing. It is necessary to state the date when the document was made and change the date each time the list has been modified. ![]() Individuals should also include the property address in their spreadsheet. In the first part of the document, the individual can designate their full name for identification purposes. Each sheet can include several parts, such as: A sample home inventory spreadsheet can be presented in the form of a timetable, where all of the items are systematized based on which room they are located in. On the night of the 22nd of November 1987, viewers of WGN were watching a sports program when the screen went blank and they were treated to a few seconds of a slightly home-made dancing in front of those trademark moving lines. But that wasn’t the whole story of his appearances, back to that unexplained hack of Chicagoland TV. The character proved to be something of a hit, with a TV spin-off series, VJing, adverts, and more. ![]() Meanwhile the reporter escapes, recovers, and prevails over the villains. They scrap the computer and it falls into the hands of a pirate TV station operating from a decrepit campervan, the Alphabetti-eating proprietor of which turns the character it contains into a TV sensation. The network try to cover it up by producing a computerized facsimilie of the reporter which turns out to be an embarassing failure. An investigative journalist seeking to uncover the sinister owners of his network (they run speeded-up adverts with the unfortunate side-effect of causing overweight viewers to explode) is pursued, causing a road accident in which he is injured by a collision with a safety barrier. He strung upon us by rising out of a title screen full of static in the Channel 4 TV movie : 20 Minutes into the Future. ![]() The real (Fair use) Via Wikimedia Commons.If you were a bored British teenager and future Hackaday writer vegging out in front of your parents’ TV on an April night in 1985, you’d have caught ’s genesis. He also made unscheduled showings on two Chicago TV stations in an audacious hack that has never been explained and whose culprit has never been found. ![]() He looks a little quaint for viewers with a few decades viewing experience of CGI, but in his day he was cutting-edge cypberpunk TV. was a supposedly computer generated TV show host and VJ with a pseudomechanical stutter, a slightly blocky rendered head, and a moving background of rendered lines. Those of you with long memories and a compulsive TV viewing habit might remember, a quirky piece of TV ephemera from the late 1980s and early 1990s. It came down to the impossible choice between saving her business and supporting her employees. The forced shutdown followed by coronavirus-related restrictions slowed business to nearly a halt. She said the hardest part was laying people off. People started to not come in because they were scared.” “We got hit first because we are an Asian restaurant. (Photo: Kyle Niemier) Strength and resilienceĪfter opening, McAuley poured everything into her business and was just starting to get it off the ground when the pandemic hit. Rachel McAuley, owner-operator of Zen Thai Cafe, pours a drink behind the bar. The bustling sidewalks, street art, nightlife, and light rail running past make having a restaurant Downtown feel like “an honor.” “I love Downtown because – look at this!” she said, motioning out the window. The result was Zen Thai Cafe, which grew in popularity among students from ASU Downtown and the Phoenix Biomedical Core, business professionals, and convention travelers. Blending some of Tom Yum’s classic dishes with her own creations, she rebranded with her own concept in 2018. Without skipping a beat, she refocused on Downtown Phoenix. McAuley purchased the business in 2017, formerly known as Tom Yum Thai Restaurant, after Zen Culinary in Scottsdale – her first project – shuttered after less than a year. ![]() Yet AAPI women were one of the fastest-growing demographics of entrepreneurs prior to the pandemic. Rachel McAuley is part of a small community of Asian-American and Pacific Islanders (AAPI) in Phoenix, just over 4 percent (compared to 6.5 percent nationally), according to the 2020 U.S. That’s the big memories with food for me.” That is the thing that’s shaped me to want to have everyone involved, you know, participating or connecting with each other. “Back home, you would just eat together…you shared everything together,” she said. Sometimes there were big celebratory events where the entire community would come together over food, sharing their favorite dishes. She said neighbors would often gather to hang out and share food while the kids would run around and play. ![]() It was a dream that started as a young child growing up in Thailand – a place where food, family, and community were inextricably linked. “The experience of eating good food, and to be happy, to hang out…for me, it fulfills the dream.” “I often call my customers ‘Zen family,’” she said. Whether she’s in the kitchen, behind the bar, or making rounds amongst the tables chatting with guests, her warm and inviting presence makes the Downtown Phoenix eatery feel like home - and she wouldn’t have it any other way. I’m now hoping to help people in psychological needs by introducing the zentai as a support for mental health,” Yukinko said.Chef Rachel McAuley greets everyone who walks into Zen Thai Cafe with a luminous smile. In the last few years, I now feel it’s been better recognized as an artistic form of performance by the public. “When I first found out about zentai, it wasn’t famous at all. Yukinko said that some people in their group have trouble communicating with people in daily life, but come out of their shells when wearing a zentai suit, able to look people in the eye and wave to an audience with a smile. I know the zentai first unfolded as a kind of fetishism, but I feel like there are actually many zentai users who wear the suit for psychological relief,” she said. That may lead to social anxiety or depression. “Nowadays, young people, especially girls, are particularly conscious of their appearances and often suffer low self-esteem from comparing themselves to others on social media, like Instagram. “Because when wearing a zentai suit, it feels like I’m taking off the armor of the person I should be and letting myself be the real me with complete anonymity.” Yukinko believes in the power of zentai to help with mental health. So, when I first saw and tried the zentai, I thought I finally found a place where I could be myself,” she said. ![]() “I’ve always liked getting into a character. ![]() Powerful media compression and conversion software by Apple Inc.Whether for web streaming, broadcasting, or mobile distribution, Compressor proves to be an essential tool for optimizing media files while maintaining a consistent and efficient production process. With its wide range of supported formats, user-friendly interface, custom settings, and seamless integration with Final Cut Pro, Compressor streamlines the compression workflow and ensures high-quality results. In conclusion, Compressor is a robust and reliable media compression and conversion software, catering to the needs of media professionals and content creators. This feature, known as “Cluster Encoding,” enables users to harness the power of multiple machines to accelerate the compression process, making it a valuable asset for media professionals working on time-sensitive projects. One of the highlights of Compressor is its ability to distribute compression tasks across multiple computers. Put simply, Compressor 4.5 is a must-have program for all the users of Final Cut Pro and Motion for encoding the projects without sacrificing the quality. Moreover, it also gives you control to encode to a broad range of industry-standard formats including HEVC, MPEG-4, H.264, MXF, and ProRes. Its powerful new Metal engine enables users to take advantage of the CPUs, GPUs, and memory in Mac for the high-performance encoding of high-resolution video. ![]() Users can create destinations, which combine an encode setting with a post-encode action to automate tasks like emailing, copying, and moving files or executing a custom script. With just a few clicks, editors can share settings with other editors, even if Compressor is not installed on their workstations. Its powerful mechanism helps users to save their custom settings in Compressor and enjoy them in Final Cut Pro. You can also download You can also download Apple Logic Pro X 10.7.8 Users can choose from a wide array of codecs, sizes, frame rates, and other parameters for advanced Encoding for Final Cut Pro. It gives users free hand to browse encoding settings and inspector to quickly configure advanced audio and video properties. The aforementioned applications sport a sleek and stylish, yet user-friendly and clean interface that is unlikely to give you any troubles, regardless of your experience with similar software solutions. This impressive media converter is extremely helpful for users as it provides quick, clean and non-destructive conversion. Where can I download the previous versions of Compressor 4?Ĭompressor 4 is known to be one of the “go to” applications whenever you need to convert your media on Final Cut Pro and Motion.Apple Compressor 4.7 Latest Version Download.What are the best alternatives to Compressor?.System Requirements for Compressor 2023 for Mac.Technical Details of Compressor 2023 for Mac.Features of Apple Compressor 4.7 for macOS.Simply download and extract it, move it to the desktop and then open it. ![]() Keka needs a helper to set itself as the default application. Set Keka as the default extraction application ![]() The newest Keka, but relax, the old versions will be here.ġ9.2 MB | For Mac OS X 10.7 | Context menuġ9.3 MB | For Mac OS X 10.6 | Context menu Over the years your Mac will become older and will not support If you find a bug or have something to report, head over to Issues.ġ7.4 MB | Requires Mac OS X 10.10 or newer You can test the newest features of Keka before they are released. If the files are really huge and they do not fit your mail or server, just split them into pieces.ĭon't worry, they will still expand to produce your original file :) Keka can create files in these formats: Problems can be a variety of things, for instance, an outdated OS or AFT version, and they may be solved by simply updating. A faulty cable can be replaced, but a broken port needs expert assistance. There are many layers to the interface between a computer and a mobile device, with data being encoded, transmitted, decoded, and then sent to AFT. In order to access device storage, you’ll need to resolve the problem that prevents you from mounting it. How to Fix “Android File Transfer Can’t Access Device Storage”? So we’ll list the methods and work through every possible factor. They can be related to the operating system, equipment like cables and adapters, or even the ports of the devices. Specific causes for Android File Transfer not working include outdated software and broken hardware. The Device Storage error happens whenever your Mac can’t connect to the Android device. Why Android File Transfer Can’t Access Device Storage Error Occurs And once you’re done with it, you can simply transfer files again. Let’s review its causes and possible solutions. Have you ever seen it say that it “can’t access device storage”? It’s a common problem. But sometimes the app malfunctions due to various reasons.
It's implied Zeri has had encounters with Jinx before, mostly involving Zeri dodging Jinx's rockets. Zeri and Blitzcrank have had several run-ins before, with Blitz helping her climb a clocktower and Zeri having to save him from Chem-Punks on several occasions. The only difference is while Ekko is implied to be a fan of Seraphine, Zeri doesn't really like her as much, saying that her songs aren't enough to inspire change. In a note implied to be from Zeri, codenamed Z, she talks about saving Blitzcrank again and their mothers talking about a potluck, saying she'll bring the ube ice cream he enjoys.īoth Ekko and Zeri share a dislike for Piltovans. Electric conduit: Zeri can infuse certain objects with her electric power, empowering them and improving their performance.īoth Zeri and Ekko are teenage residents of Zaun, and became friends after Zeri freed a group of hostages, including Ekko's parents, from a warehouse.Super Speed: Zeri can wrap her body in electricity, increasing her speed many times over.Electricity Magic: Zeri can generate and manipulate electricity for several purposes, she can liberate the energy in powerful blasts of lighting and use it as a conduit.In Zeri's case, she stills struggles with controlling her powers to a certain degree. Magical: Zeri was born with natural magical ability, which might grow the more she trains and expands her knowledge about magic.Zeri wishes for Zaun to be as beautiful as its rival, and equally as rich, as is at some points competitive. League of Legends is a team-based game with over 140 champions to make epic plays with. She dreamed of the ships that sailed through Piltover’s Sun Gate canal, imagining herself taking the wheel and steering her life in a new directiontoward the riches of the world. In any case, she is strong-willed, impulsive at times, and compassionate to others above all. Renata grew up accustomed to going to bed hungry, resentful of her parents’ ideology, yet powerless to change her circumstances. She is friendly, hopeful, resourceful, and optimistic. She is an energetic spirit, with a rebellious attitude who finds it difficult to sit still in one place. She is a headstrong, but friendly to those she meets. Recently recognized as the most played video game in the world100 million play every monthLeague of Legends® is a multiplayer online battle arena game (MOBA). An idealist who seeks to lift people to a new level of understanding, he believes that only by embracing a glorious evolution of technology can humanity’s full potential be realized. She wears the typical Zaunite punk-style clothing, which includes a large dark blue jacket, a bright orange shirt with a green lightning bolt in the center revealing her navel, metallic brown pants and gloves, and light brown boots. The herald of a new age of technology, Viktor has devoted his life to the advancement of humankind. Having guided the empire for centuries, they had finally managed to spread their influence into Shurima.Now free of her husband’s watchful eye, Soreana’s real work could begin.In time, and under her mother’s tutelage, Cassiopeia blossomed into a young woman of tremendous beauty, cunning and intelligence, if somewhat lacking in empathy. This program is an improved and updated version of the B3akers/ LeagueSkinChanger project.Zeri is a girl standing at an average height with light, tanned skin, olive green eyes and lime green hair tied with two large pigtails. Currently SSE2 instructions are selected in project settings. This should result in more performant code, optimized for your CPU. If your CPU supports AVX / AVX2 / AVX-512 instruction set, you can enable it in project settings. Select the skin for you, your teammates, enemies, and wards.A workaround is to not inject until you are in the game (you will need to be fast to not disrupt the game).League client can crash if R3nzSkin is injected before being in the game.Administrator privilege may be needed if the injector failed to inject the DLL.Use R3nzSkin_Injector.exe or inject the built DLL into the game yourself.Compile source or download a compiled version.Build in Visual Studio 2019/2022 with configuration "Your Region - 圆4".Clone the source with git clone -recursive.JSON based configuration saving & loading.Supports all popular languages in the world.Change skins anytime and unlimited times in a single game.Change the skin of your champion, your ward, other champions, towers, minions, and jungle monsters in the game.R3nzSkin is an internal skin changer for League of Legends. ![]() ![]() I am currently continuing my military service, and as the place where I am serving is a border region, updates may be delayed or may not arrive. |
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