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# Remove outliers (with a change that is larger than 0.1)ĭf_aapl = df_aaplĭf_aapl = df_aapl.assign(Volume=df_(np.log))įig = px.scatter_3d(df_aapl, x='year', y='month', z='change', color='Volume', size_max=1) # Assign the year, month and weekday to the DataFrameĭf_aapl = df_aapl.assign(year=df_.year, month=df_.month, weekday=df_.weekday)ĭf_aapl = df_aapl.assign(change=df_change()) import yfinance as yfĭf_aapl = yf.download('AAPL', start='', end='').reset_index()ĭf_aapl = df_aapl.assign(DateTime=pd.to_datetime(df_aapl.Date)) For this scatter plot, we will download stock data and plot the year on the x-axis, the month on the y-axis and the change on the z-axis. That is not possible using only Matplotlib. We can also create a scatter plot in 3 dimensions. Then, we can create a simple DataFrame based on random numbers (in a 25×3 matrix) and plot the results using Plotly: df = pd.DataFrame(np.random.randn(25, 3), columns=) We will start by importing the required libraries for Plotly: import pandas as pdįrom plotly.offline import download_plotlyjs, init_notebook_mode, plot, iplot The most simple plot is a line plot which is the first plot that we will create. In this first blog post on this topic, we will go through the steps needed for creating a basic line Python plot and a 3D scatter plot. This blog series is a beginners’ tutorial on how you can make interactive plots in a Jupyter notebook using Plotly Express. Their BuildZoom score of 93 ranks in the top 27 of 77,888 New York licensed contractors. He has participated as an expert panelist for the Mayors’ Institute on City Design, and he is a Peer Professional for the GSA’s Design Excellence Program. Cook, Architect, Bridgehampton, NY (Owned by: Wilson Peter Charles) holds a Home Improvement Contractor license and 3 other licenses according to the Westchester County license board. A member of the Washington, D.C., chapter of the National Association of Minority Architects, he served previously as the organization’s chapter president and as a regional vice president. Commission of Fine Arts under an appointment by President Joe Biden, and last year was inducted into the American Institute of Architect’s College of Fellows. He is a member of the Washington, D.C., chapter of the American Institute of Architects, and he serves currently on the board of the Washington Architectural Foundation, the Institute’s non-profit affiliate. His professional experience includes work as a designer with Skidmore Owings & Merrill, Rafael Viñoly Architects, and Gensler. In our series premiere of the new podcast ninth and g, we celebrate black history month in a discussion with famed architect and d.c. Lamond-Riggs Neighborhood Library, the Northern Virginia Science Center, and the Contemplative Site at Monticello in Charlottesville, Virginia.Ĭook holds a Bachelor of Arts degree in Visual and Environmental Studies from Harvard University and a Master of Architecture degree from Columbia University’s Graduate School of Architecture, Planning, and Preservation. These generations could never have even dreamed of the potential to be able to work as I work today, Peter Cook says, whose major projects (while an employee. His current work includes such projects as the new D.C. Elizabeths campus, and the renovation of the South African Embassy. He joined the faculty at the Architectural Association (1958 to 1962) while working as an architect in London, in 1962 completing the Kirke house in Kennington. Daniel/Shaw Neighborhood Library, the East Gateway Pavilion at the St. His previous work as an associate partner and design principal with Davis Brody Bond includes many prominent institutional projects in Washington, including the collaboration with Adjaye Associates, the Freelon Group, and SmithGroup for the design of the Smithsonian Institution’s National Museum of African American History and Culture, as well as the Watha T. Among Cook’s high-profile projects are the Smithsonian Institution’s National Museum of African. Cook, AIA, is an architect based in Washington, D.C., where he is currently a design principal at HGA Architects & Engineers. Peter Cook, Principal, HGA Architects Peter Cook is a Principal at HGA Architects. Select SMS Services in your form before submitting it. You can avail facility of chargeable Premium SMS services. Status of your online Passport application will be sent on your mobile through SMS. 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Additional Notes: 32-bit systems must use virtual memory to get over 2GB.Release Name: Night in the Woods Weird Autumn Edition-GOG Title: Night in the Woods: Weird Autumn Edition werewolf packs use some werewolf-related elements, such as night, moon, eyes, sky, and more. The supplemental games are also included in this release of the game on all. She has a little sister named Autumn who is 1 years old. Affecting, warm and genuine, its impossible not to. It adds a whole bunch of new content like new mini-games, and dream sequences. One of the years most enjoyable indie titles, Night in the Woods is what Kickstarter was made for. NIGHT IN THE WOODS is an adventure game focused on exploration, story, and character, featuring dozens of characters to meet and lots to do across a lush, vibrant… Night in the Woods: Weird Autumn Edition. Strange things are happening as the light fades. Leaves are falling and the wind is growing colder. Anselm Borowski was, as Mae described '(her) great-great-uncle or something'. Home seems different now and her friends have grown and changed. Minor Characters are characters who arent in the game enough to warrant a new page, either due to only being mentioned a few times, or because their appearance in the game is minor, only appearing as either a background character, or once throughout the entire game. NIGHT IN THE WOODS is an adventure game focused on exploration, story, and character, featuring dozens of characters to meet and lots to do across a lush, vibrant world.Ĭollege dropout Mae Borowski returns home to the crumbling former mining town of Possum Springs seeking to resume her aimless former life and reconnect with the friends she left behind. It’s fully rotary welded with no outer tube, and features standard size wrench flats on the front and back for easy on and off. It is made entirely out of titanium with a PVD coating. Designed with practical shooters in mind who wish to suppress multiple platforms, the Trash Panda is short, lightweight, and totally hearing safe. Q’s Trash Panda is their smaller “Quickie Fast-Attach”. This pistol utilizes a custom SB Tactical® Pistol Stabilizing Brace® designed specifically for the Mini Fix. The Mini Fix is currently offered in an 8” 1:5 twist 300 BLK configuration with optional 12” 5.56 barrels offered by both Q and Proof Research. It uses M4 pattern magazines as opposed to the SR-25 pattern magazines used by its big brother The Fix. The Mini Fix pistol has a smaller receiver and bolt assembly. If the name didn’t make it obvious, the Mini Fix is the “Mini Action” version of The Fix in a pistol configuration. The Fix is the ultimate utility rifle, capable of just about anything you need it to do. It is like nothing you’ve ever seen before and it’s certainly not your dad's bolt action rifle. From the one piece aluminum receiver to the 45 degree bolt throw and even the proprietary lock-up on the folding stock’s hinge that only gets more and more solid over time and doesn’t wobble, everything on The Fix was designed from the ground up. The Fix by Q is the biggest step forward in bolt-action rifle innovation since 1962, and is the foundation of what Q as a company believes in: science and innovation. The “poor man’s Honey Badger” is still a top tier piece of equipment in anyone’s personal collection. It uses a 6-position receiver extension, or “buffer tube” for you yee yee folks, that houses a carbine length action spring and buffer, and is topped off with aĬustom gray SBA3™ Pistol Stabilizing Brace®. Built on a clear anodized M16 spec receiver set sans the forward assist, with a cerakote finish, it features the same fast-twist barrel, Cherry Bomb muzzle device, adjustable gas block, and 6-inch M-LOK handguard as the higher priced Honey Badger. It’s a 7-inch direct impingement pistol chambered in 300 BLK. The Sugar Weasel was jokingly deemed the ‘Poor Man’s Honey Badger”. A 4.5lb, 7” 1:5 twist 300 BLK piece of art! Just like with the SBR, it comes with a removable Q Cherry Bomb muzzle device on it from the factory. The Honey Badger Pistol is quite literally the same as the Honey Badger SBR, just with Q’s proprietary sliding brace instead of the stock. The Cherry Bomb is removable though, so you’re able to put whatever muzzle device and. It comes with a Q Cherry Bomb on its tapered muzzle which is the perfect host for either their Trash Panda or Thunder Chicken silencers. Similarly to the Honey Badger SD, the SBR variant has a 7 inch 1:5 twist barrel and fires 300 BLK. Just like its SD counterpart, the Honey Badger SBR was brought to the commercial market by Q, after wow-ing some of the most elite warfighters in the world. From the gas system to the trigger, and telescoping stock, nothing was overlooked and Q’s Honey Badger will have you smiling every time you touch it. Q focused on updating the legendary gun and improved upon every technical aspect of the first-generation design. At first glance, Q’s Honey Badger appears to be the same as the original. That is, until Q brought it back to give to anyone and everyone who wanted it. Though it exceeded expectations, it was never brought to the commercial market. Developed in conjunction with 300 AAC Blackout, the Honey Badger was born. Requirements included the ability to shoot a rifle caliber round while maintaining low visibility and excellent sound signature suppression. The original Honey Badger was developed at AAC by Kevin Brittingham and his R&D team at the request of a Tier One US special operations group looking to replace the MP5-SD. Or at least, computers with a less capable CPU. This makes it a potentially better option than DirectX 12 on lower-spec computers. GeForce RTX 4000 Laptop GPU Series NVIDIA GeForce RTX 4090 Laptop GPUĭirectX 12 Ultimate, Shader 6.7, OpenGL 4.6, OpenCL 3.0, Vulkan 1.3Ĥ Displays (max.), HDMI 2.1, DisplayPort 1. Is Vulkan Faster Than DirectX Vulkan is a low-overhead API and can require fewer system resources, such as CPU computation, memory, and bandwidth, than DirectX. The AD107 chip is manufactured in 4nm at TSMC (4N process). The raytracing cores however will see less usage, as the RTX 4050 does not offer enough performance for high detail settings and raytracing in demanding games. The RTX 4050 offers 80 tensor cores and therefore supports DLSS 3 including frame generation that can have a big impact in supported games. Therefore, it is best suited for 1920x1080 gaming at high to ultra settings depending on the game (see benchmarks below). In our benchmarks, the RTX 4050 stays slightly behind the older mobile RTX 3060 but is clearly faster than the mobile RTX 3050 Ti. The performance therefore is also highly depending on the laptop and TDP settings. The boost clock depends on the TGP settings and ranges from 1605 MHz (35 Watt) to 2370 MHz (115 Watt). The TGP (Total Graphics Power) can be configured between 35 and 115 Watt (+ 10-25 Watt Dynamic Boost from the CPU) leading to different performance levels. The RTX 4050 Laptop offers 2560 shaders and uses 6 GB GDDR6 dedicated graphics memory with a clock speed of 16 Gbps (effective) and a 96 Bit memory bus. It is based on the AD107 chip and use the Ada Lovelace architecture. Based on the first benchmarks, Vulkan has slightly higher average frame rates (6), while DX12 provides a smoother overall experience. Only the way they interact with your computer hardware is what makes them different. UL Procyon® AI Inference Benchmark for Windows Released 22nd March 2023ģDMark NVIDIA DLSS feature test adds DLSS 3 support.ģDMark Speed Way is launching on October 12.The NVIDIA GeForce RTX 4050 Laptop GPU (Codename GN21-X2) is a mid-range laptop GPU. There is no visual distinction between Vulkan and DirectX 12 in the games. Procyon® from UL Solutions Launch MacOS Benchmarks for Multi-Platform Score Comparison New Office Productivity Battery Life Scenario Released Today From Procyon® Lenovo Focuses on Optimizing PC Hardware Testing with Procyon® Benchmarks Procyon® Is Addressing the Demand for Better AI Capabilities with Newly Launched AI Benchmark Note also that the Vulkan test replaces the Mantle test found in previous versions.ģDMark is now also available on Epic Games Store Based on the earliest benchmarks are reports from players, Vulkan offers slightly higher average frame rates (< 5), while DirectX 12 offers a slightly smoother experience overall (particularly on NVIDIA graphics cards). The API Overhead feature test is not available in 3DMark Basic Edition or the Steam demo. The way the game performs with these APIs can differ depending on what hardware is being used. Standalone versions will prompt you to download and install the update. The API Overhead feature test is available now in 3DMark Advanced Edition and Professional Edition. For more details, please read our 3DMark Technical Guide. The API Overhead feature test is not a general-purpose GPU benchmark, and it should not be used to compare graphics cards from different vendors. The purpose of the test is to compare the relative performance of different APIs on a single system. The result of the test is the number of draw calls per second achieved by each API before the frame rate drops below 30 FPS. The 3DMark API Overhead feature test measures API performance by making a steadily increasing number of draw calls. Vulkan and DirectX 12 reduce that overhead, which means more objects, textures and effects can be drawn to the screen. If youre not getting perfectly smooth performance using the default DirectX option, we recommend trying the Vulkan option as that may improve performance in some cases. Games typically make thousands of draw calls per frame, but each one creates performance-limiting overhead for the CPU. APIs like Vulkan and DirectX 12 make better use of multi-core CPUs to streamline code execution and eliminate software bottlenecks, particularly for draw calls. Vulkan is a new graphics API that provides high-efficiency, low-level access to modern GPUs in a wide variety of devices from PCs to smartphones. You can now compare the API performance of Vulkan, DirectX 12, and DirectX 11 with one easy-to-use test. We've added Vulkan support to our 3DMark API Overhead feature test. *The Red Death playable scenario released on PC isn’t available on consoles. NEW FRONTIER PASS: Introducing 6 new game modes, recruitable heroes from history and myth, 8 new civilizations and 9 leaders, dialed-up natural disasters in Apocalypse Mode, and the addition of secret societies that can enhance or undermine your empire.Also includes new civilizations, leaders, units, and buildings. New features including a World Congress, new Diplomatic Victory condition, and an all-new era added to the Technology and Civics tree. Contend with natural disasters and other new Environmental Effects, complete great Engineering Projects, and manage electrical power. CIVILIZATION VI: GATHERING STORM: Explore an active planet in an expansion that introduces climate changes for the first time in series history.CIVILIZATION VI: RISE AND FALL: Experience new game mechanics including Great Ages and Governors, upgrades to the Diplomacy and Government systems, and an additional 8 civilizations, 9 leaders, and several units, districts, wonders, and buildings.Sid Meier’s Civilization VI Anthology includes the Sid Meier’s Civilization VI game, six DLC packs, the expansions Rise and Fall and Gathering Storm, and the full New Frontier Pass. Cities expand physically across the map, create new strategic possibilities through the game as you pursue multiple ways to achieve victory and build an empire to stand the test of time. Explore new land, research technology, and go head-to-head with historical leaders as you lead your civilization from rocks to rockets. Choose a leader and pursue agendas inspired by their real-life counterparts. MAKE HISTORY in one of the most critically acclaimed and influential game franchises in strategy game history. It is intended for people new to Civilization VI. Sid Meiers Civilization VI Review in 2021, wow this game franchise has been going for 29 years and what a franchise this isRemember these are only my thou. COOPERATIVE AND COMPETITIVE MULTIPLAYER: Up to 4 players can cooperate or compete for supremacy via online multiplayer.This bundle contains Civilization VI and all previously-released Civilization VI content on consoles*. 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