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![]() If R² is 0.8 it means 80% of the variation in the output can be explained by the input variable. It is the measure of goodness of fit of the model. ![]() R-Squared(R²) is also known as the coefficient of determination, It is the proportion of variation in Y(dependent or target variable) explained by the independent variables X. We are using Two Performance metric for this problem statement. ![]() This Dataset Has the following attributes:ġ.full_name : Asteroid object with full name and designation.Ģ.a : Semi-major axis of an Asteroid in AU(Astronomical Units).Ĥ.i : Inclination of an Asteroid in degrees.ĥ.om : Longitude of the ascending node of an Asteroid in degrees.Ħ.w : Argument of the perihelion in degrees.ħ.q : perihelion distance of an Asteroid in AU(Astronomical Units).Ĩ.ad : Aphelion distance of an Asteroid in AU(Astronomical Units).ġ0.data_arc : number of days spanned by the data_arc.ġ1.condition_code : MPC(Minor Planet Center) ‘U’(Uncertainity) parameter for any Asteroid.ġ2.G : Magitude slope parameter of an Asteroid.ġ3.n_obs_used : No of all types of Radar Observations used.ġ4.H : Absolute Magnitude Parameter in mag.ġ6.extent : Asteroid’s bi/tri axial ellipsoid dimensions in km.ġ8.rot_per : Rotational Period of an Asteroid measured in h.ġ9.GM : Standard gravitational parameter, Product of mass and gravitational constant.Ģ0.BV : Color index B-V magnitude difference in mag.Ģ1.UB : Color index U-B magnitude difference in mag.Ģ2.IR : Color index I-R magnitude difference in mag.Ģ3.spec_B : Spectral taxonomic type(SMASSII).Ģ4.spec_T : Spectral taxonomic type(Tholen).Ģ6.pha : Potentially Hazardous Asteroid(flag Y/N).Ģ7.moid : Earth Minimum orbit Intersection Distance in AU. The Source of the dataset can be found hereįor this problem statement, we are using Asteroid.csv for predicting the Asteroid Diameter. Impact conditions such as asteroid size and speed, but also density and impact angle determine the kinetic energy released in an impact event causes the asteroid to hit the earth. The most probable impact angle is 45 degrees. We are doing this because we need to prevent any damage caused by the Asteroid.ĭue to Earth’s escape velocity, the minimum impact velocity is 11 km/s with asteroid impacts averaging around 17 km/s on the Earth. This problem which we would be dealing here is a regression problem which will help us in predicting an estimate diameter for an Asteroid. ![]() There are millions of Asteroids but most of them mainly live in the Asteroid belt where it lies between Mars and Jupiter. Python Data Science Machine Learning Asteroid Diameter Prediction Case Study 1Īsteroids are small rocky objects that revolve around the sun like planets.Įven though they orbit around the sun just like our planets do they are much smaller than our planets. ˹Earlier˺ we tried to reach heaven ˹for news˺, only to find it filled with stern guards and shooting stars. ![]() Python Data Science Machine Learning Using Machine Learning To Predict Asteroid Diameter Most Probable Impact Angle Is 45 Degrees Minimum Impact Velocity Is 11 km/s With Asteroid Impacts Averaging 17 km/s Asteroid Dataset Exploratory Data Analysis(PDF) Exploratory Data Analysis PDF Exploratory Data Analysis-EDA Data Exploration PDF Challenge Asteroid Diameter Prediction Through Machine Learning Using Linear Regression ML Model Predicting the Size, Shape And Possible Impacts of An Asteroid Detection and Risk Prediction of Asteroid Impact On Planet Earth Machine Learning Model Asteroid Diameter Prediction Case Study 1 Data Science Data Analysis Univariate Analysis Bivariate Analysis Multivariate Analysis Data Analytics Basic Exploratory Data Aalysis Exploratory Data Analysis EDA(PDF) Exploratory Data Analysis PDF EDA Exploratory Data Analysis-EDA Data Exploration PDF Plotting PDFs and CDFs Code Snippets And Outputs To Perform EDA, Build ML Models to Predict the Diameter Feature Correlation Matrix Split Independent and Dependent Features Perform Train-Test-Validation Train Regression Model and Calculate the Performance Metrics Linear Regression R Squared Negative Mean Absolute Error Ridge Regression R Squared Negative Mean Absolute Error Lasso Regression R Squared Negative Mean Absolute Error ElasticNet Regression R Squared Negative Mean Absolute Error Train the Models Using Ensembles AdaBoost Regression R Squared Negative Mean Absolute Error Random Forest Regression R Squared Negative Mean Absolute Error XGBoost Regression R Squared Negative Mean Absolute Error Checking the Performance of all Models R Squared Negative Mean Absolute Error Learn to Code In Python, Machine Learning, Matplotlib, Numpy, Pandas ![]() ![]() ![]() The first popular set was designed by NTT DoCoMo employee Shigetaka Kurita in 1999, after he sketched illustrations to be used in text messages. ![]() Softbank's J-Phone launched in 1997, but due to the limited adoption of the product, it was not popular. Two competing companies, NTT DoCoMo and Softbank created the first two emoji sets. In general terms, emoji development dates back to the late 1990s in Japan. The Oxford Dictionary recognised the emoji as its Word of the Year in 2015 due to its common usage. The emoji is one of the most commonly used emojis in the Emoticons Unicode block. The emoji is used in communication to portray joking and teasing on messaging platforms including Apple's iMessage and Meta's WhatsApp, as well as social media websites such as Facebook, Snapchat, Twitter, and Instagram. It is also known as Tears of Joy emoji, lol emoji, joy emoji, laughing emoji, cry-laugh emoji, crying laughing emoji, or the laughing crying emoji. Since the emoji has evolved from numerous different designs pre-unicode, it has different names and meanings in different regions and cultures. While it is broadly referred to as an emoji, since it is used to demonstrate emotion, it is also referred to as an emoticon. Adding another platform into the mix makes it more difficult to enjoy online life without the influence of Facebook in one way or another.Appearance on Twemoji, used on Twitter, Discord, Roblox, the Nintendo Switch, and moreįace with Tears of Joy (□) is an emoji that represents a crying with laughter facial expression. Facebook’s concentration of ownership is an ongoing issue, considering its plans to fully integrate Instagram, WhatsApp, Facebook and Messenger. However, for those GIPHY fans who are averse to interacting with the Facebook ecosystem, this news will come as somewhat of a blow. Related: How to create your Facebook avatar We will continue to make GIPHY openly available to the wider ecosystem.” The firm added: “And for our API/SDK partners and developers: GIPHY’s GIFs, Stickers, Emojis, etc. This was confirmed in GIPHY’s own blog post uploaded on Friday. Together, we can make it easier for anyone to create and share their work with the world.”įacebook says people will still be able to upload GIFs, while GIPHY’s existing partners will still have access to the library. Both our services are big supporters of the creator and artist community, and that will continue. In a blog post welcoming GIPHY to the fold, Facebook wrote: “By bringing Instagram and GIPHY together, we can make it easier for people to find the perfect GIFs and stickers in Stories and Direct. Related: How to delete a Facebook account Half of that is from Instagram, so the purchase makes sense. In a blog post, Facebook said 50% of all GIPHY’s traffic already derives from Facebook’s apps. GIPHY’s API has been part of the Facebook, Messenger and WhatsApp ecosystem for some time, but now Facebook owns all of that content. GIF sharing platform widely regarded as boasting the finest collection on the web.Īccording to an Axios report, Facebook has coughed-up $400m for the platform, which it plans to integrate directly into Instagram now the deal is complete. 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Appful Dashboard also provides you statistics, manual push notifications and the ability to create new app betas with just a fingertip. Your users will feel the difference and never believe that your app was built on a simple plugin.īut we did not stop there: Apart from our personal support, Appful clients get access to our Dashboard, where they can change or update their apps 24/7 and for free. This means, we are using the technology provided by Apple and Google to make apps blazing fast and smooth on both the iPhone, iPad and Android phones. While other App Builders use Web Apps with the typical old-fashioned designs, Appful® is the premium plugin targeting companies, small businesses and individuals with a sense for design and great user experience. This is exactly what our goal at Appful® is! And then think of the same agency costing not 50,000 USD but starting at only a few hundred USD per month. Please add this app to the 'photos editors' option to be able to edit raw or jpeg files directly from the photos app.Think of a premium app agency building super sleek and great performing apps. Shooting Raw+JPEG = the app to give an error loading the RAW and crashes the app (you can't load any photos until you force quite the app). If you shoot RAW and JPEG then avoid this app until it has been fixed!! Still has the same BUG/PROBLEM described below. Updating my review after the latest update! nd Also removing a star as it has been a while for an update, and also the fact this issue hasn't been addressed. If you shoot JPEG only, then this app works ok.īUT if you shoot raw and JPEG, then trying to open the raw file gives you an error. So if you shoot raw only, then this app works ok. But now you can still load other photos (before you had to force quit the app). The problem with shooting Raw + JPEG still exists. *This feature is currently unavailable when using image tilingĥ stars!! Tested with Fuji Raw+JPEG and Sony Raw+JPEG Since iPhone pictures are less than the maximum texture size since the iPhone 4S, you can edit at full size without this feature on most phones. Tiling allows you to edit images larger than the maximum texture size of your GPU (4096x4096 on newer devices, 2048x2048 on iPhone4). ![]() Interface color scheme based on the photo you’re editing.Option to open RAW files using DCRaw (increases load times).Export via standard system controls (open in other apps, save to library, tweet, email, etc.).Export to photo library, other apps, twitter, and email via the standard system file sharing tool. ![]() Normal, Overlay, Screen, Multiply, Divide, Add, Subtract, Color Dodge, Color Burn, Hard Light, Soft Light, Hue, Luminosity, Saturation Curves (RGB, Individual Channel, and Luminance).To see a comparison of features between Filterstorm Neue and classic Filterstorm, visit Combine this feature set with the beautiful fluid new interface and you have a photo editing package that can’t be beat. Photojournalists will enjoy features like FTP and IPTC metadata with code replacements (see website for more details), purists can use curves and masking to dodge and burn, and iPhoneographers of all skill levels can enjoy the set of photo effects included. It has been rewritten to to be faster, easier to use, and to take full advantage of your device’s hardware. Filterstorm Neue provides you with all the photo editing tools you need everything from powerful masking tools to simple pre-made filters. ![]() ![]() ![]() Cheat codesīut which codes can you use? There are several lists online for Torchlight 2: try IGN or Gamefaqs. You should see the dev console and be able to type and submit cheat codes. To open the console, press Shift + F or ⇧F.Edit that section so that your configuration looks like this:įrom now on, the shortcut ⇧F will open the console.Open the keybindings_sdl2.dat file for editing (use TextEdit or a similar editor). ![]()
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![]() It’s going to be - I mean, Trump is going to be suing. ![]() My kids are so freaked out that Trump might win. TOMMY RASKIN: If Trump loses, I get Biden. TOMMY RASKIN: It’s a win-win for me, because if Trump wins, I get money. JAMIE RASKIN: Are you staying up, or are you going to sleep? Carter was filming inside Congressmember Jamie Raskin’s home on election night 2020 and captured this moment when he spoke with his son Tommy as results came in. I feel like I honor him by doing the work that he’d be proud of.ĪMY GOODMAN: The trailer to Love & the Constitution, directed by Madeleine Carter, who began work on the documentary in 2018. JAMIE RASKIN: Tommy was a person who loved the world, and he loved democracy. And at this hour, my friends, democracy has prevailed. PRESIDENT JOE BIDEN: Democracy is fragile. Voltaire said, “Anyone who can make you believe absurdities can make you commit atrocities.” I did not know whether I would be able to do anything again of meaning or substance in my life. It’s like everybody knows one thing, and my turn came up. I know one thing really well, which is about the Constitution and the rule of law and American democracy. The president’s not worth it.” The question is whether the Constitution is worth it. JAMIE RASKIN: Some of our members started to say, “Trump’s not worth it. There’s also a new documentary about Congressmember Jamie Raskin titled Love & the Constitution, airing Sunday night on MSNBC. Raskin writes about these events in his new memoir titled Unthinkable: Trauma, Truth, and the Trials of American Democracy. Just days earlier, Jamie Raskin’s 25-year-old son Tommy died by suicide. The January 6th insurrection came at a tragic moment for the Raskin family. He was the lead manager in the second impeachment trial of Donald Trump following the insurrection.Ĭongressmember Raskin was inside the House January 6th, as were his daughter and son-in-law, when Trump supporters attacked the Capitol. Raskin serves on the House select committee investigating the January 6th attack. ![]() I’m Amy Goodman.Īs more details emerge about the deadly January 6th insurrection and how Donald Trump and his allies plotted to overturn the 2020 election, we begin today’s show with Congressmember Jamie Raskin, Democrat from Maryland. AMY GOODMAN: This is Democracy Now!,, The War and Peace Report. ![]() ![]() ![]() Serine recombinases cleave all four DNA strands in the synaptic complex, creating double-strand breaks at the center of each crossover site. Genetic engineering usually involves the transfer of individual genes from one microbe or cell to another synthetic biology envisions the assembly of novel microbial genomes from a set of standardized genetic parts that are then inserted into a microbe or cell. Is synthetic biology same as genetic engineering? What is the difference between synthetic biology and genome editing? In some ways, synthetic biology is similar to another approach called “genome editing” because both involve changing an organism’s genetic code however, some people draw a distinction between these two approaches based on how that change is made. Recombinase definition An enzyme that catalyzes the exchange of short pieces of DNA between two long DNA strands, particularly the exchange of homologous regions between the paired maternal and paternal chromosomes. Recombinase enzyme is a site-specific enzyme which helps in genetic recombination in the DNA. This results in new allelic combinations in the offspring resulting in their distinguishing character. This process is called crossing over in meiosis. What is the function of enzyme recombinase in meiosis? phiC31:int mediates recombination between two non-identical target sites, attP and attB, each of which contains a short integration core flanked by imperfect inverted repeats. The attP site (5′-GTGCCCCAACTGGGGTAACCTttGAGTTCTCTCAGTTGGGGG-3′) is one of the two target sites of the phiC31:int integrase. ![]() It consist of four homologous core sequence of ~25 bp each, attB1 ACAAGTTTGTACAAAAAAGCAGGCT. What is attB?ĪttB: Stands for bacterial attachment site which helps in site specific recombination and always attaches with the PCR product. A recently proposed model for serine integrase-mediated recombination is shown in Figure 1. Serine integrases are members of the serine recombinase superfamily that catalyze site-specific integration and excision of phage genomes into and out of bacterial host chromosomes. 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