![]() def calc_MDD(networth):ĭf = pd.Series(networth, name="nw").to_frame() My vectorized implementation is also based on Investopedia. Also, in my case, I was supposed to take the MDD of each strategy alone and thus wasn't required to apply the cumprod. I recently had a similar issue, but instead of a global MDD, I was required to find the MDD for the interval after each peak. I modified his code into the following function: def max_dd(returns): Same test using modified code 10: 0.000 seconds The same test for the looped solution is below: 10: 0.153 secondsĪlexander's answer provides superior results. The time it took is below: 10: 0.032 seconds Return z.min(), z.argmin(), z.argmin()įor the vectorized solution I ran 10 iterations over the time series of lengths. # my choice is to return the periods and the actual max # let's make sure we only calculate a return when start X.columns.name, x.index.name = 'start', 'end' # I copy r.T to ensure r's index is not the same R = pd.DataFrame(returns).add(1).cumprod() # multiplication and end up with an nxn matrix # matrix such that I can perform an nx1 by 1xn matrix # make into a DataFrame so that it is a 2-dimensional The fourth trick is to ensure that I'm constraining my denominator to represent periods prior to those being represented by the numerator.īelow is my vectorized function. Just subtract 1 and I've actually got returns. The resulting product contains every combination of ri_j / ri_k. The third trick is to take the matrix product of r * (1 / r).Transpose. If r is my series of return indices then 1 / r is my series of inverses. The second trick is to produce a second series of inverses of return indices. Given a series of return indices, I can calculate the return over any sub-period with the return index at the beginning ri_0 and at the end ri_1. The first trick is to convert a time series of returns into a series of return indices. Given a time series of returns, we need to evaluate the aggregate return for every combination of starting point to ending point. cummax() built ins to calculate max drawdown up to any given point: df = pd.DataFrame(data=, expanding() window but that's obviously not necessary with the. I modified Alexander's answer into the following function: def max_dd(returns): I'm familiar with the common perception that a vectorized solution would be better. If (max_so_far is None) or (current < max_so_far): """returns is assumed to be a pandas series"""Ĭurrent = r.ix / r.ix - 1 ![]() Recently, I became impatient with the time to calculate max drawdown using my looped approach. I thought I had it figured out, but I'm getting the following error: return self._engine.get_value(s, k, tz=getattr(series.dtype, "tz", None))įile "pandas/_libs/index.pyx", line 80, in pandas._圎ngine.get_valueįile "pandas/_libs/index.pyx", line 88, in pandas._圎ngine.get_valueįile "pandas/_libs/index.pyx", line 131, in pandas._圎ngine.get_locįile "pandas/_libs/hashtable_class_helper.pxi", line 992, in pandas._itemįile "pandas/_libs/hashtable_class_helper.pxi", line 998, in pandas._ Drawdown is a common risk metric used in quantitative finance to assess the largest negative return that has been experienced. Max_drawdown, max_drawdown_time = drawdownCalculator(cumulative_returns) #cumulative_returns is a Pandas series Return drawdown.max(), drawdownduration.max() Highwatermark = max(highwatermark, data)ĭrawdown = (1 + highwatermark)/(1 + data) - 1ĭrawdownduration = drawdownduration + 1 He codes it in MATLAB, but I wanted to try my hand at the same code in Python. Chan's book, I'm attempting to calculate the maximum drawdown and the longest drawdown duration from cumulative portfolio returns.
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![]() ![]() The Lightning even used a version of the F-250’s beefier frame. ![]() Custom shocks and a set of front and rear anti-roll bars helped keep the power under control. Other performance tweaks included an aluminum driveshaft, a limited-slip differential, and 4.10 gears out back. That hot-rodded engine made 240 hp and 340 lb-ft of torque, sent to the rear wheels via the F-350’s four-speed automatic-that’sġ0 more horsepower than the 454 SS. SVT outfitted it with better-breathing GT40 heads and a set of shorty stainless-steel headers. Under the hood of every Lightning sat a 5.8-liter V-8 engine, although not one you’d find in any other Ford. In 1992, Ford’s Special Vehicle Team (SVT) division unveiled the F-150 Lightning in direct response to Chevrolet’s performance-oriented Silverado 454 SS. Between the frame rails, where conventional F-150s put engine, transmission, driveshaft, exhaust system, and fuel tank, there’s a tray of batteries and electric motors between both the front and rear pairs of wheels. It uses a conventional-style steel ladder frame, but instead of the rear leaf springs and solid axle used on full-size Ford trucks since 1917, there are independent control arms and coil springs at each corner (the current F-150 Raptor also uses coils). Under that mild-mannered costume, however, is a Kryptonian thing. If an observer doesn’t know the Lightning’s discreet styling cues, it swims anonymously amid the traffic stream. This isn’t Tesla’s someday Cybertruck doorstop moon buggy or the ludicrously large Hummer EV bent on domination. The aluminum cab and body pieces port from Ford’s best-selling F-series more or less intact. The new Lightning is appreciated within a line of personal-use, occasionally high-performance pickups: from the cushy 1955 Chevrolet Cameo to Dodge’s rowdy 1978 Lil’ Red Express and on to the insane turbocharged 1991 GMC Syclone, the 2004 V-10-powered Ram SRT-10, and the two Fords that previously wore the Lightning name-where some utility is forsaken for looks, luxury, acceleration, and audacity.ĭeceptively, the new Lightning wears F-150 skin. ![]() NO ALCOHOL ALLOWED ID'S WILL BE CHECKED NO OUTSIDE FOOD OR DRINK WILL BE ALLOWED, INCLUDING WATER. WE ARE GOING TO DO A 90'S THEME PLEASE COME DRESSED IN YOUR 90'S ATTIRE MUST BE 18 OR OLDER. For more information about Section 508, please visit the DoD Section 508 websiteĬopyright © 2022 377th Force Support Squadron. Thunderbird Lanes - Warminster is located at 1475 West Street Road in Warminster. SATURDAY 1-9 PM SUNDAY 2-5 PM WE WILL BE HAVING OUR ADULT SKATE TUESDAY, AUGUST 15th FROM 7:30-10:00 P.M. Send feedback or concerns related to the accessibility of this website to: AFSVA/SVKT Web Team. It has bottled at 17. It is a fortified wine, which was popular in the 1980s and 1990s. Department of Defense is committed to making its electronic and information technologies accessible to individuals with disabilities in accordance with Section 508 of the Rehabilitation Act (29 U.S.C. Dubbed as the 'American Classic,' Thunderbird wine has been celebrated since the 1950s. ![]() Such links are consistent with the stated purpose of this DoD web site. ![]() For other than authorized activities such as military exchanges and morale, welfare and recreation websites, the US Air Force does not exercise any editorial control over the information you may find at these locations. ALL IN Adventures (707 Neshaminy Mall, Space 672, Bensalem, PA) Escape Game Room. Thunderbird Lanes is your home for fun with your family and friends We make sure bowlers of all ages and skill levels have a great time. outside the roadway and those parked in the roadway in lanes not designated for. Philadelphia Urgent Rescue & Relief, Inc - PURR. The appearance of hyperlinks does not constitute endorsement by the US Air Force or the information, products, or services contained therein. The code for None is always zero except for Alcohol Test Result. No Federal endorsement of sponsors intended. At the present, I am sticking with Checkbook and hoping it will grow into a great mix of strong functionality and interface excellence. Overall, Checkbook beats competing app Savings for functionality, especially reconciling, but falls short of the outstanding Savings interface. ![]() Kudos for allowing different shades of color for credit or debit items. Default as you wish, but please give users the option to customize the recently entered item. For me, that is hard to read and disjointed in appearance. My least favorite trait of Checkbook is that your most recent item is colored very strangely in white text, boldface, with black shadow on a gray background. When tabbing through an entry, the tabbing skips by a drop-down menu - it would be so much smoother to tab to the menu and use arrows, etc. For example, all data is on one line like a plain spreadsheet, but two lines per entry might be easier to read. General interface is polished only to a basic level. Checkbook's functionality is above average, and the reconciling routine is a great virtue - well done on that! Checkbook accomplishes the basics but lacks simple things I need, such as ability to drag and drop a mis-entered item from one account to another. This app is my basic checkbook and credit card tracker, replacing the feature-rich, but aged Budget. After 6 years! Thrilled with this app - Only one wish for me - I would like to have the ability to have it on my phone so I could update on the go. UPDATE: I have now been using this app for SIX YEARS! I actually have 6 years of detailed activity at my finger tips! I don't have to find old statements or log in to my bank account! I am still thrilled with this program! I just happened to go to the App Store and started reading some of the reviews and learned a couple of new little tricks!! Yep, the creators actually responded to those who had issues or concerns or a wish list and BAM now I have even more tips and tricks I've learned. Who knows, I may still have things to find out about this app and might have to update this later! If you are still in doubt, go to the website of the product and you can get a free trial (up to 100 entries) before commiting and paying for it!!!! :) This is a great app for someone who wants “easy” but high quality and basic. When I bought my new Mac I knew I wanted an easy to use app that would do the balancing and math for me and this app sure fit the bill! It’s easy to set up and use, the only “wish” I have would be if it synced with my bank online! I could have paid for an app that would do that, but the prices!!!! Gesh. I was using a self built Excel sheet for my check register, until my computer decided to stop cooperating with me. Send questions about CheckBook to We're happy to help! Share with other CheckBook users in our forums:.Download & print CheckBook's built-in help:.Transfer funds between accounts without creating two transactions (look under the Entry menu or contact us for help).Sync with other users on a local network.Import from Quicken® Essentials for Mac and Quicken for Mac 2015 and later. ![]() Strong support for OFX, QFX, QIF, CSV and Text.Import from other personal finance apps or your bank Track cash flow over time with customizable reports so you can see where your money came from and where it’s going.Schedule transactions that repeat periodically, like monthly bills and paychecks.Find transactions with simple searches or combine search criteria to really drill into your data.Introducing CheckBook 2, your powerfully simple personal finance manager. What you really need is a friendly personal finance tool that gets the basics just right and keeps things simple. Other finance apps are like medieval torture devices, so full of features you don't need that they're actually painful to use. "Where does all my money go?" A paper check register can't categorize your transactions or report cash flow over time, and it'll never balance itself. ![]() This sample provides two sets of Terraform modules to deploy the infrastructure and the chat applications. The following diagram shows the architecture and network topology of the sample: aks-preview Azure CLI extension of version 0.5.140 or later installed. ![]() To install or upgrade, see Install Azure CLI. ![]()
Import execute the command in the data layer project directoryĭotnet ef dbcontext scaffold -force "Host=MY_DATABASE_ADDRESS Database=MY_DATABASE_NAME Username=MY_DATABSE_USER Password=MY_PASSWORD" Npgsql.EntityFrameworkCore.Delete the class files that correspond to the database tables.Reverse engineer the database back to the.PGPASSWORD=MY_PASSWORD psql -h MY_DATABASE_ADDRESS -U MY_DATABSE_USER -d MY_DATABASE_NAME -f MY_BACKUP_FILENAME.bak Import the modified backup file from the command prompt.Rith-click the server name and select Create database.Right-click the database and select Drop database.Replace the foreign key names with FK_ -> fk_. ![]()
In 1972, Carter won a local Arizona beauty contest and gained national attention in the United States by winning Miss World USA 1972, representing Arizona. Career Left to right: Carter as Miss World USA 1972, Priscilla Barnes, Betty Jo Grove, with Bob Hope at the National Naval Medical Center, Bethesda, MD. In 1972, Carter decided to leave the Garfin Gathering to pursue an acting career, returning to Arizona. The Garfin Gathering toured the Nevada "Silver Circuit", playing shows in many of the state's casino lounges between Lake Tahoe, Carson City, Reno, and Las Vegas. Consequently, they played mostly to the hotel staff and hotel guests who parked their cars in the underground garage. Their first performance together was at the Holiday Inn Chinatown, a San Francisco hotel so new that it had no completed sidewalk entrance. In 1970, Carter successfully auditioned for and then sang on tour with The Garfin Gathering and bandleader Howard (Speedy) Garfin. After being voted "Most Talented", she dropped out to pursue a career in music. Ĭarter attended Arizona State University. The group opened at the Sahara Hotel and Casino lounge in Las Vegas for three months because Carter was under 21 she had to enter through the kitchen. Actor Gary Burghoff was the drummer for the band. When she was 16, she joined two of her cousins in another band called The Relatives. At age 15, Lynda began singing in the local pizza parlor to earn extra money. The band included a marimba, a conga drum, an acoustic guitar, and a stand-up bass which was played by another girl in the group. During high school, Carter performed in a band called Just Us. She has one brother, Vincent, and one sister, Pamela.Ĭarter made her public television debut on Lew King's Talent Show at age 5. ![]() Her father is of English and Scots-Irish ancestry, and her mother, whose family hailed from Mexico, is of Mexican, Spanish, and French descent. Early life Ĭarter was born in Phoenix, Arizona, the daughter of Juanita ( née Córdova) and Colby Carter. The role was based on the DC comic book fictional superhero character of the same name, and aired on ABC and later on CBS from 1975 to 1979. Lynda Jean Cordova Carter (born July 24, 1951) is an American actress, singer, and beauty pageant titleholder who was crowned Miss World USA 1972 and finished in the top 15 at the Miss World 1972 pageant.Ĭarter is best known as the star of the live-action television series Wonder Woman, in the role of Diana Prince / Wonder Woman. However, they are still useful for 'low-level' players, and some players may not have Sun-shroom or Twin Sunflower. Because of this, Sunflower is generally considered to be inferior to the other four sun creating plants, especially in the Endless Zones. Of all the four sun-producing plants, Sunflower also generates the second least amount of sun when fed with Plant Food, the lowest being Moonflower. Moonflowers planted next to each other can give up to 100 sun each, despite their longer recharge. This is shared with Primal Sunflower, as she can create 25 more sun than Sunflower, like Sun-shroom's last stage, at the expense of only 25 more sun. However, Sunflower faces great competition for the role of primary sun-production plant: Twin Sunflower has been made significantly easier to use, due to the removal of the plant upgrade system and the general ease of obtaining sun in this game as well as having a slightly cheaper sun price, while Sun-shroom costs less than Sunflower and can grow over time, outstripping Sunflower's production capability. It is recommended to plant as much as possible to get much sun. Sunflower is a very important sun-producing plant at the very beginning. When costumed and fed with Plant Food, she can produce either one gold coin and 175 sun or two gold coins and 150 sun. Sunflower can be planted on another Sunflower to form Twin Sunflower. Zombies Online (China only) (Archived content) Sunflower gains another 50% more attack power and health (300% of initial). If not activated, the seed despawns after 10 seconds. Sunflowers leave an explosive sunflower seed when they are destroyed, which does damage equivalent to 10% of the target's max health on contact. Sunflower gains another 50% more attack power and health (250% of initial). Sunflower gains another 50% more attack power and health (200% of initial). Sunflowers leave 75 sun after they are destroyed. Sunflower gains 50% more attack power and health (150% of initial). Sunflowers leave 25 sun after they are destroyed Her sun production rate is 3.5-5 seconds at level 1, 3.4-5 seconds at level 2, 3.3-5 seconds at level 3, 3.2-5 seconds at level 4, 3.1-5 seconds at level 5, 3-5 seconds at level 6, 2.9-5 seconds at level 7, 2.8-5 seconds at level 8, 2.7-5 seconds at level 9, 2.6-5 seconds at level 10. When given Plant Food, she will produce 225 sun, 300 sun starting at level 5 and 375 sun at level 10. ![]() Starting at level 5, Sunflower will produce 100 sun when boosted, and at level 10, Sunflower will produce 125 sun when boosted. Starting at level 1, Sunflower produces 75 sun when boosted by Enlighten-mint. When boosted by Enlighten-mint, Sunflower's sun production rate will be increased based on her level, and she will produce additional sun based on her level. ![]() Starting at level 5, she will produce 180 sun, and 225 sun when being at level 10. When given Plant Food, Sunflower immediately produces 150 sun. That is why she is rushing on filming the music video "Sunflower's Spectacular Show", stay tuned for that! Plant feature: yellow plant, infinite sunĮver since becoming a star, her first song "Zombies On Your Lawn" has been popular on the social media. Sunflower is a primary plant which produces more sun for you. ![]() "Jelly 292" / "Jelly 292" (1) 13 replacement tracks incl. (Rev A includes the replacemt tracks for Discs 5 & 6, and also adds upgraded tracks and additional material that causes changes for Discs 7 & 8.)ĭisc 7: Upgrade & Replacement tracks: "Jam in E" (JS20) / "Earth Blues" Jam / "The Things I Used To Do" (1, 2, false start, 3, 3, ? ) / "Johnny Winter Jam" / "Fuzzy Guitar Jam" / "Jam H290" / "Jam 292" aka. Revision A (): Replacement CD-ROM with additional tracks, replacement tracks, revised text-file and revised artwork. ![]() Replacing the tracks in question causes changes to 2 of the original discs in this set.)ĭisc 5: Upgrade & Replacement tracks: "Mannish Boy" (35-42) tracks 32-38 on discĭisc 6: Upgrade & Replacement tracks: "Mannish Boy" (43,44, 48-52) tracks 1-6 on disc (Featuring an upgraded source for parts of the "Mannish Boy" Sessions. Track 12 "Born Under A Bad Sign" - Composite 2004 - incorporates the 11 second bass intro from Track 4 back into Track 3 on Disc 14. Track 11 "Jam 292" - Composite 2004 incorporates the first 1.5 seconds of the start from Track 11 into track 12 from Disc 7. ![]() Track 10 "Mannish Boy" - Composite 2004 incorporates the 5 second intro from Track 7 into Track 8 from Disc 6. These are not true known recordings but have been edited specificly for this set. Disc 15 tracks 10-12 are Composites that create the longest versions possible from the sources available as of September 2004. This is the first time that this session is known to be presented in its full length.ĭisc 13 - 14: "The 1969 Studio Recordings Vol.7": Sessions 14.11.69 - 23.12.69 incl."Power Of Soul" (6-29) Sessions, Record Plant, New York City, NY 21.11.69 & "Honeybed" (1-4) Session, Record Plant, New York City, NY 23.12.69ĭisc 15: "The 1969 Studio Recordings Vol.8 - The Questionable Tracks, Guest Apperances & Bonus Composites": Sessions 1969 incl.Guest apperances on other artist's recordings Disc 12 track 4 - the "Room Full Of Mirrors" (25) > "Stepping Stone" (2) Session - includes a 30 second portion of "Message To Love" (52) at the conclusion of "Room Full Of Mirrors" and about 10 seconds of "Machine Gun" (36) which is actually the beginning of "Stepping Stone" (2). Disc 7 track 8 is a newly surfaced track from the Johonny Winter Jams.ĭisc 9 - 10: "The 1969 Studio Recordings Vol.5": Sessions 22.05.69 - 06.09.69 incl."Izabella/Machine Gun" Session, Hit Factory, New York City, NY 29.08.69ĭisc 11 - 12: "The 1969 Studio Recordings Vol.6": Sessions 06.09.69 - 14.11.69 incl."Valleys Of Neptune" Sessions This is not a true known recording but has been edited specificly for this set.ĭisc 3 - 4: "The 1969 Studio Recordings Vol.2": Sessions 18.03.69 - 17.04.69 incl.Lonnie Youngblood Session, Record Plant, New York City, NY 19.03.69 & John McLaughlin Jam, New York City, NY 25.03.69ĭisc 5 - 6: "The 1969 Studio Recordings Vol.3": Sessions 22.04.69 - 24.04.69 incl."Mannish Boy" Sessions, Record Plant, New York City, NY 22.04.69ĭisc 7 - 8: "The 1969 Studio Recordings Vol.4": Sessions 07.05.69 - 22.05.69 incl."Things I Used To Do" Jams, New York City, NY 07.05.69 Disc 2 track 9 is a reversed version of "Star Spangled Banner" (2) to give a better view of the backward effects. Disc 2 track 8 "Star Spangled Banner" (2) is the official version (1) slowed to half speed to give a better view of the overdubed effects. Complete tracklist with detailed info (Rev A) is available for download here (88 kB).) Compiled from the Best available Sources Some tracks have been edited and/or Digitally restoredĭisc 1 - 2: "The 1969 Studio Recordings Vol.1": Sessions 11.02.69 - 18.03.69 incl.Jams with Duane Hitchings, Record Plant, New York City, NY 11.02.69 & "Blue Window Jam" (1-2) (Outtakes 1969 Featuring 189 tracks spread across 15 CDs this is a complete as possible diary of Jimi's 1969 studio sessions. Studio '69 (Is This Legal? & Willjamz Productions ITL?-WJ 101-115 / / 15CDR) Short description is taken here: Unofficial Jimi Hendrix Material Lineage: Original CDs > EAC > WAV > FLAC in detail (text file) - download from torrent ![]() Label: Is This Legal? & Willjamz Productions ITL? (WJ 101-115) / Willjamz Productions (WJ 402-203) Rev A / Willjamz Productions (WJ 404) Title: Jimi Hendrix - Studio '69 (15CD) / Singing The Blues In New York City (1CD) / AstroMan's Mannish Boy Session Edit (2CD) (Rev A & upgraded 2005) ![]() And the fact that some videos are fake creates reasonable doubt for those with bad intentions to act on any physical urges, knowing how easy it could be to explain away as A.I. Even if what one half of the couple is viewing turns out to be altered, they still had to sit through watching their partner do something awful - it’s not an easy visual to forget, fake or not. In the world of the show, these videos, whether they are real or fake, deliver devastating blows to these relationships. to impose their likeness onto actors feigning having sex. Throughout the series, the deep fakes get even raunchier, showing halves of couples getting into bed with singles, using A.I. is used to make it appear that one man is trashing the entirety of his five-year relationship and another woman is having a hot and heavy makeout sesh with someone else. This leads to some disturbing re-interpretations of perfectly innocent moments created to “test” each contestant’s significant other. Through a scanning visual effect, the faces of those who didn’t kiss are scanned onto those who did, showing how easily the eerie technology can be employed. ![]() alterations, showing a split screen of an interaction between two people whose faces simply got very close without touching or, in some cases, bodies that are very far away from each other, next to two actors with similar colorings, body types, and outfits kissing or laying on top of each other. The series demonstrates exactly how it employs the A.I. There’s a 100,000 euro prize, but it isn’t based on trust or fidelity - instead it goes to the couple who has the most correct guesses about each video, testing the bounds of human recognition of deep fake technology more than the strength of each relationship. ![]() It’s not until after the couples watch the first set of traumatizing, life-altering videos of their partners being unfaithful that host Raquel Sánchez Silva tells them that the videos might be fake. ![]() But the couples aren’t told the clips might be fake right away. One half of the couple must guess whether videos of their significant other kissing, licking, or having sex with someone else while in their respective house is real or fake. Each couple is split up, with five people going to one house full of singles and five going to another. While there are trust issues that led each pair to come onto the show, these couples aren’t unusually unstable or drama plagued, at least not until they enter into the deep fake experiment. Some of them are engaged and already planning their wedding, others have been together for nearly a decade. The show revolves around five couples who aren’t just engaged in flings. But Deep Fake Love, a new Spanish reality dating series that premiered July 6 on Netflix, ventures into a much more unsettling realm, employing deep fake A.I. While a little too contrived, these robotics are ultimately harmless, reading more as silly than scientific. In some cases, that means incorporating some form of completely made-up technology into the mix: Are You the One? has the Truth Booth, Too Hot to Handle has Lana, and The One That Got Away has the ominous portal. There are any number of tricks and gimmicks that dating reality show producers have tapped lately to make their series stand out. |
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