Np.empty: initializes the array but doesn't bother to set the inside so you save looping through the array as you would have to with np.ones. But these can be fixed relatively easily. I should note though that this attempts to fix some things that looked weird in your function such as the draw_series / max-return index offset. My best attempt was def max_drawdown(returns): The fastest I could get this using python only is a bit less than twice the speed before. You might also want to look at what exactly this line does: draw_series = np.array(np.ones(np.size(returns)))Ĭan you time it and see if it is causing the performance problem? This probably won't substantially improve performance, though, because I expect that most of the slowness comes from the overhead associated with Python (interpretation of code). This could spare you from a lot of floating-point divisions, which are quite slow compared to multiplies. It may also make performance worse (it all depends on your general type of dataset):Ĭhange the if-else: if returns > max_return:ĭraw = returns * max_return_reciprocal I doubt it will improve performance substantially, but it's easy to give it a try. Will be true only rarely? If so, try the following. Of course, you run the risk of spending more time in I/O operations, which could well outweigh any performance gains of this approach.Ī less radical proposal: Do you expect that the if statement here: if returns > max_return: Another possibility is to simply dump your data to a file, have a C program process it and dump an output file which could then be read by your program. ![]() This won't be worth it unless you're working on a very large dataset. If you must use Python for whatever reason (such as your data structures coming from a Python environment), you could always use Swig or a similar tool to write a C program that does what you need and link that program to Python. You don't seem to be doing anything that's much more intensive than what is necessary to achieve your intended computation, so it is unlikely you can increase performance much more. ![]() If you want high-performance code, Python probably isn't the right language. Consider some comments to explain the reasoning draw_series = -(1 - max_draw) Your math seems inscrutable, but perhaps it makes sense in context. I have to recommend against r, as its not a common abbreviation and I think it makes the code hard to read. Use a compound assignment for r in range(unt()-1, 0, -1): Multiple assignments on one lined is also frowned upon in python. ![]() Just assign to it in the scope its used in. You declare draw far away from where it used. If you aren't going to use the ones you store in the array use numpy.empty which skips the initialization step. There is no reason to pass it to np.array afterwards. Max_returns = np.maximum.accumulate(returns)Ĭomments on your code: import numpy as npĭraw_series = np.array(np.ones(np.size(returns))) I think it may actually apply operations backwards, but you should be easily able to flip that. Untested, and probably not quite correct. One minor improvement is to replace returns = returns + 1 with returns += 1 which will operate in-place and avoid re-allocating the returns array. ![]() See if your algorithm can be expressed as a compiled numexprĬompile this function using Cython, f2py or ctypes Study your problem hard and see if you decompose it into numpy-only This is analogous to Numpy's accumulate but obviously there's no implementation of it for your particular algorithm. It would be trivial to replace your python loop with some Numpy indexing or broadcasting if it weren't for the pesky draw_series = -(1 - max_draw) line which operates on the next-to-be-computed item in the array. 100X speedup would be reasonable for large arrays once you eliminate the python loop. You are correct to point out that your implementation is terribly inefficient compared to most built-in Numpy operations of similar complexity.
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Our dental-grade built in LED blue light is perfect for everyday whitening as a part of your brushing routine. While we recommend that you use our new mousse toothpaste with your MYST™ for the ideal cleaning experience, you can of course use your own favorite toothpaste! H OW DOES THE COMBINED WHITENING PLUS LED LIGHT WORK? C AN I USE MY REGULAR FAVORITE TOOTHPASTE ? To clean the body of the brush use a damp washcloth vs submerging the device underwater. If you do remove the head of the brush we recommend ensuring it is completely dry before returning it back to the charging station. We recommend rinsing the head of MYST™ after each use. Please refer to this video to ensure you are using the MYST™ properly W HAT ABOUT CLEANING THE BRUSH AFTER I USE IT ? We recommend trying each mode out to determine which mode provides the best cleaning experience and comfort for you personally. ![]() Simply hold the power button to turn off. MYST™ offers: Dental-Grade, LED Blue Light Only (for whitening only) High Frequency Vibration + Light (Very Strong) Medium Frequency Vibration + Light (Medium Strength) Low Frequency Vibration + Light (Gentle). We offer 3 different modes to optimize your cleaning experience. WHAT IF I STILL DON’T GET THE CLEANING EXPERIENCE I EXPECTED ? We also recommend changing out your brush heads every 3 months for the most optimal cleaning experience. Flossing is crucial for your oral health and is responsible for preventing 75% of cavities. Like any toothbrush, MYST™ does not replace flossing. Our brush is designed to fully encompass your teeth with our meticulously designed brush heads. HOW DO I GET THE MOST EFFECTIVE CLEANING EXPERIENCE ? ![]() ![]() This ensures all areas of your teeth are cleaned using our antibacterial, food grade silicone brush head, expertly designed to encompass all of your teeth at once. Since MYST™ brushes all of your teeth simultaneously, the entire tooth brushing process takes only 30 seconds. The innovation of MYST™ is based on a simple observation: the standard toothbrush design can only brush one area of the teeth at once, which means brushing your teeth takes more time. Order them now IF DENTISTS RECOMMEND BRUSHING FOR TWO MINUTES, HOW CAN MYST™ ACHIEVE THAT IN 30 SECONDS? We suggest replacing your brush head every 3 months. D O YOU OFFER DIFFERENT SIZES AND BRUSH HEADS FOR CHILDREN ?ĭiffering sizes are available for adults and children. Rinse off the antibacterial silicone brush head with water after each use. Remove the device from mouth and rinse once done. Wait for your MYST™ session to end automatically or hold the power button to end prematurely. All modes include our dental-grade LED blue light (tested safe for sensitive teeth) to also automatically whiten your teeth as you clean. You can press the button again for multiple modes, including three different vibration modes according to your preference. MYST™ uses the ADA approved BASS Technique: high vibrational frequencies to effectively remove harmful bacteria and break up plaque.įor a deeper clean, grip and move (wiggle) MYST™ from left to right while it automatically cleans for at least 30 seconds. It will automatically vibrate to brush all teeth and gums simultaneously. Per dentist recommendations for maximum plaque removing effectiveness, gently move the handle from side-to-side, up and down, and rotational “in-and-out”.įirmly press the button on the front face of the device. Gently close your teeth around the silicone bristles so they wrap around all the full radius of your teeth, top and bottom, inside and out. Use your favorite toothpaste, or we recommend our new MYST™ mousse toothpaste, along the top and bottom of the brush head from one end to the other and insert into your mouth. Just brush 30 seconds, twice daily.Īs per dentist recommendations: For maximum plaque-removing effectiveness with MYST™ automatic toothbrush, gently move the handle from side-to-side(yaw), up and down(pitch), and rotational “in-and-out”(roll). ![]() MYST™ XRT™ brushes all of your teeth simultaneously. ![]() ![]() Afterwards you will be ready to prepare your new files, repopulating the working tree, by copying them from elsewhere, extracting a tarball, etc. If you want to start a disconnected history that records a set of paths that is totally different from the one of, then you should clear the index and the working tree right after creating the orphan branch by running git rm -rf. You might want to do this to publish an open source branch of a project whose current tree is "clean", but whose full history contains proprietary or otherwise encumbered bits of code. This can be useful when you want to publish the tree from a commit without exposing its full history. This allows you to start a new history that records a set of paths similar to by easily running git commit -a to make the root commit. To make the commit text in SourceTree link to a GitHub Issue or Bitbucket Issue (standard issue tracker, similar to Jira), where the Issue is in the. Is there a way to display the links to Jira issues from with SourceTree. Delete 'C:UsersAppDataLocalAtlassianSourceTree passwd '.The index and the working tree are adjusted as if you had previously run git checkout. Jira will automatically scan a git repo and pull in commits that are tagged with a Jira ID (ie QA-244). Manually delete all credentials in Sourcetree ( Tools -> Options -> Authentication). The first commit made on this new branch will have no parents and it will be the root of a new history totally disconnected from all the other branches and commits. It will be a parentless branch.Ä«y default the -orphan option doesn't remove the files in the working directory, so you can delete the working directory files by this: git rm -cached -rĬreate a new orphan branch, named, started from and switch to it. The best solution is to create a new branch with -orphan option as shown below git checkout -orphan Ä«y this you will be able to create a new branch and directly checkout to the new branch. ![]() Each faction has bespoke traits and offer an initially unique storyline for approximately a third of the game. TOS Starfleet (the 23rd century Federation faction).ĭSC Starfleet (the 23rd century Federation faction, Discovery era and pre-TOS).Īll of which offer levelling from 1 to 65 (the present level cap) apart from the Dominion which starts at 60 and extends to 65. Starfleet (the 25th century Federation faction). IE an Engineer using a heavy cruiser to tank, or a Science Captain focusing on healing while using a fast tactical escort.Ī: At present there are six factions in Star Trek Online. And this is where the enjoyment lies creating your own hybrid build. However, these can be tempered by your choice of traits, skills, ground and space gear and ship. All three careers have their own strengths and weaknesses. A Tactical Captain deals damage, an Engineering Captain is designed to absorb damage and is thus a tank and a Science Captain focuses on buffs, debuffs, energy drain, hold and heals. So to begin with there are three career paths in STO. Having the so-called “best” doesn’t mean you’ll perform in a comparable fashion. Yes some builds can deliver higher DPS but game skill also plays a part. In this instalment, I shall be writing about career paths, factions and species.Ī: The answer to this conundrum really comes down to playstyle and personal choice. Ultimately it comes down to each player how they wish to play. Like a lot of advice, it can be subjective. So I’ll be doing my best to cover a selection of these in each post and try to provide a broad overview. The game features a lot of systems and mechanics that are not always immediately intuitive to grasp. I’ve been playing STO since its launch in 2010 and this MMO has seen a lot of changes. Just a few basic tips that may help orientate the new player. I thought it may be useful to write a series of posts, offering practical information for those who are just starting out in STO. ![]() Welcome to the second part of my Star Trek Online: Beginners Guide. There are many more complex sequences, and it is possible for a given sequence to be able to be defined using different rules or equations, but these are the basics of sequences. This allows us to determine any term in the sequence, where x n is the term, and n is the term number, or position of the term in the sequence. Thus, the equation for this sequence can be written as: For the above sequence,įor the sequence above, we can see that the pattern is all the even numbers. The Sequence Calculator finds the equation of the sequence and also allows you to view the next terms in the sequence. The terms can be referred to as x n where n refers to the term's position in the sequence. Algebra Sequence Calculator Step 1: Enter the terms of the sequence below. The variable n is used to refer to terms in a sequence. understand the definition of a sequence, understand the domain and range of a sequence, classify a sequence as finite or infinite, understand how to classify a sequence as arithmetic, geometric, or neither, represent arithmetic and geometric sequences on a graph, generate sequences from graphs or diagrams. In such cases, and to be able to identify the n th term in a sequence, we need to use certain notations and formulas. The above sequences are simpler sequences, but there are sequences that are defined by significantly more complex rules. Or any other combination of those four numbers. Using the example above, for a sequence, it is important that the numbers are written as:įor a set however, the numbers could be written the exact same way as above, or as Sequences are similar to sets, except that order is important in a sequence. The sequence above is a sequence of the first 4 even numbers. A finite sequence may be written as follows: The “…” at the end signifies that the sequence continues infinitely. Sequences can have formulas that tell us how to find any term in the sequence. For example, 2,5,8 follows the pattern 'add 3,' and now we can continue the sequence. ![]() Sequence is an important component of problem solving across curriculum. ![]() Sequences is a function with the domain equal to a set of positive numbers. Series is a sum of all elements where addition operation is used between them. Some sequences follow a specific pattern that can be used to extend them indefinitely. Sequences worksheets help students build basic ideas on sequences and series in mathematics. They follow what can be referred to as a rule, which enables you to determine what the next number in the sequence is.įor example, the following is a simple sequence comprised of natural numbers that starts from 1 and increases by 1:Įach number in this sequence is commonly referred to as an element, term, or member. Sequences are ordered lists of numbers (called 'terms'), like 2,5,8. Please enter integer sequence (separated by spaces or commas). In math, a sequence is a list of objects, typically numbers, in which order matters, repetition is allowed, and the same elements can appear multiple times at different positions in the sequence. 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The high-resolution screens not only look fantastic, but they are also incredibly useful. Workflow 4.7Ī speedy and intuitive workflow is a must for music production, and it’s an area where these controllers shine. ![]() It’s not the most common feature in 88-key controllers with hammer-action keys, so it’s particularly nice to see on the S88. We love that aftertouch is included in all models it’s one of the most intuitive ways to add a new dimension to your performance. The built-in arpeggiator is one of the best features because it opens up a world of melodic lines that can provide the desired result quickly and often deliver unexpected results when you need an inspiration boost. Scale mode allows you to map the keyboard to a particular scale, making it easier (especially for less experienced players) to use exotic scales.Ĭhord mode allows you to trigger complex chords with a single key, which can be a massive timesaver for producers of all levels. The S series smart keyboard controllers offer Scale, Chord, and Arpeggiator modes. Touch strips often replace pitch/mod wheels on many controllers, and we generally don’t like to see that, but in this case, you get the best of both worlds! Production tools 4.5 They provide enough range, and smooth action, without being too sensitive. The pitch/mod wheels feel great and somewhat compensate for the lack of faders. The included controls are fantastic a few faders would have been a welcome addition. ![]() When playing synth/electronic sounds, tweaking parameters with the assignable knobs is perfect it will feel like a hardware synth.īut, as many media composers will tell you, robust faders are the best tools for adjusting/automating expression in orchestral instruments. But, the lack of faders will bother some users, especially fans of orchestral sounds. You can do a lot with these controls, and the push encoder makes browsing sounds/settings a simple task, as we’ll discuss further below. Rotary knobs and push encoderĮach model has the same set of assignable controls, including eight touch-sensitive rotary knobs and a four-way push encoder. Native Instruments are known to favour a speedy, intuitive workflow, so let’s see what these controllers have to offer. So, it’s very unlikely that you’d have any complaints, but you’ll pay a premium for the experience.Īvailable at: Sweetwater Amazon Assignable controls 4.6Īssignable controls often make or break a MIDI controller. We love them, but they come at a price beyond what we could reasonably call value for money. The S series provides fantastic controllers designed with a smooth workflow in mind, especially when using Native Instruments software. Image credit: Native Instruments Our verdict on the Komplete Kontrol S 4.7 What do you think the earth would be like if it was the way God wanted it to be?īe prepared to spend some time on this one – the most consistent answer in years of doing this is that there would be dinosaurs, but I have heard “twinkies for everyone” too! Try and guide the conversation along the lines of helping people, sharing, etc. We ask God to help us do God’s will and to help us make the world the way God wants it to be – just like God sees the world in Heaven. Thy Kingdom Come, Thy will be done, on earth as it is in Heaven I’ll bet you don’t like it when people make fun of your name or say it in a nasty way. ![]() We don’t want to use God’s name to hurt other people or in a way that is disrespectful. “Hallowed” is a funny word, isn’t it? Does anyone know what it means? “Hallowed” is a word that means “holy” (Hand a child the poster with the word “HOLY” on it) or “special.” And God’s name IS special and holy. God’s love for is bigger than any love, but it helps us to think about it by remembering how we feel when we are with the person who knows us and loves us best. I always include a child with a dog because the first time I tried this, a little boy told me that God’s love is like the love of his dog who died because the dog ran between him and the car that was about to hit him and died instead of the boy. ![]() You can think about God’s love being like your Mom and/or Dad’s love for you, or the love of your sister or brother, or the way your grandparents love you. But you can think about God’s love as being like the love of the person who knows you and loves you the best. Some people find it helpful to think about God’s love for us like a father’s love for his children. Pull out the collage of people and animals and hand to a child who will hold it while you speak. There are some big words and hard things to understand in this prayer, so we are going to think about them out loud together. Christians all over the world and in all times and places have said this prayer. ![]() This is the oldest Christian prayer we have and Jesus shared it with his first disciples. Today we are going to talk about the prayer Jesus taught us to say. Gather the children around with the bag close at hand and begin with a short introduction:
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