agentlans/allenai-WildChat-4.8M-prompts huggingface dataset:
- If you encounter "LinAlgError", you can mitigate your number/array by summing a small value before taking the operation, e.g. np.linalg.inv($\Sigma_k$ + SIGMA_CONST). You can arrest and handle such error by using [Try and Exception Block](https://realpython.com/python-exceptions/#the-try-and-except-block-handling-exceptions) in Python. Please only add `SIGMA_CONST` to all elements when `sigma_i` is not invertible.

- In the above calculation, you must avoid computing a $(N,N)$ matrix. Using the above equation for large N will crash your kernel and/or give you a memory error on Gradescope. Instead, you can do this same operation by calculating $(X-\mu)\Sigma^{-1}$, a $(N,D)$ matrix, transpose it to be a $(D,N)$ matrix and do an element-wise multiplication with $(X-\mu)^T$, which is also a $(D,N)$ matrix. Lastly, you will need to sum over the 0 axis to get a $(1,N)$ matrix before proceeding with the rest of the calculation. This uses the fact that doing an element-wise multiplication and summing over the 0 axis is the same as taking the diagonal of the $(N,N)$ matrix from the matrix multiplication.

- In Numpy implementation for each individual $\mu$, you can either use a 2-D array with dimension $(1,D)$ for each Gaussian Distribution, or a 1-D array with length $D$. Same to other array parameters. Both ways should be acceptable but pay attention to the shape mismatch problem and be **consistent all the time** when you implement such arrays.

### 3.1.3. Multivariate Gaussian PDF [5pts]

You should be able to write your own function based on the following formula, and you are **NOT allowed** to use outside resource packages other than those we provided.

**(for undergrads only) normalPDF**

Using the covariance matrix as a diagonal matrix with variances of the individual variables appearing on the main diagonal of the matrix and zeros everywhere else means that we assume the features are independent. In this case, the multivariate normal density function simplifies to the expression below:
$$\mathcal{N}(x: \mu, \Sigma) = \prod_{i=1}^D \frac{1}{\sqrt{2\pi\sigma_i^2}}\exp{\left( -\frac{1}{2\sigma_i^2} (x_i-\mu_i)^2\right)}$$
where $\sigma^2_i$ is the variance for the $i^{th}$ feature, which is the diagonal element of the covariance matrix.

solve below function
def normalPDF(self, points, mu_i, sigma_i):
        """
        Args:
            points: N x D numpy array
            mu_i: (D,) numpy array, the center for the ith gaussian.
            sigma_i: DxD numpy array, the covariance matrix of the ith gaussian.
        Return:
            pdf: (N,) numpy array, the probability density value of N data for the ith gaussian

        Hint:
            np.diagonal() should be handy.
        """
Electricity generated from power plants are transmitted at a high voltage through overhead cables in suburban areas.

Each overhead cable consists of 40 strands of identical transmission lines bundled together.

One single strand of transmission line has a cross-sectional area of 0.000013 m^2 and resistivity 0.000000026 Ω m. The length of the line is unknown. Find the resistance per km of a single strand of transmission line.
System: I will provide you with a textual user review of an Android app, aiming to categorize the reviews into specific intention classes:
bug report: report a problem, such as faulty behavior of the application. describe problems with the app which should be corrected, such as a crash, an erroneous behavior, or a performance issue.
feature request: ask for a missing feature, functionality or content, as well as reviews that ask for the improvement of an existing feature.
other: users express general appreciation with the application. It focuses on general judgment. They are simple text reflections of the numeric star rating. Ratings are less informative as they only include praise, dispraise, a distractive critique, or a dissuasion. Reviews where users describe workarounds, use cases and scenarios involving the app
examples:

review: @AppleSupport my phone has been charging since 10 am and it's now 1:34 pm and it's at the same battery level :-(
intention: bug report
review: @Snapchat could use a website feature for regular computers just to watch snaps
intention: feature request
review: @Windows comes up third in OS clash two years early _URL_ via @Computerworld
intention: other
User: 'prompt:I will provide you with a textual user review of an Android app, aiming to categorize the reviews into specific intention classes:
bug report: report a problem, such as faulty behavior of the application. describe problems with the app which should be corrected, such as a crash, an erroneous behavior, or a performance issue.
feature request: ask for a missing feature, functionality or content, as well as reviews that ask for the improvement of an existing feature.
other: users express general appreciation with the application. It focuses on general judgment. They are simple text reflections of the numeric star rating. Ratings are less informative as they only include praise, dispraise, a distractive critique, or a dissuasion. Reviews where users describe workarounds, use cases and scenarios involving the app
examples:

review: @AppleSupport my phone has been charging since 10 am and it's now 1:34 pm and it's at the same battery level :-(
intention: bug report
review: @Snapchat could use a website feature for regular computers just to watch snaps
intention: feature request
review: @Windows comes up third in OS clash two years early _URL_ via @Computerworld
intention: other
Does the author's intention in this app review relate to a bug report or feature request or other?
review: @Android @google about time you demand apps made with a tablet UI!! Pixel C user experience suffers because of this!!'
intention: '
Assistant:
System: You act as a paraphrase tool. Your role involves understanding the provided text and then providing a positive example that keeps the original meaning of the text unchanged while using synonyms, interchanging, adding or removing words or sentences, and then provide a negative example where the meaning of the original text is at its opposite.
Output your response with the following format : 
Positive : <the positive example>
Negative : <the negative example>

User: The impact of lease costs related to finance leases and short-term leases was not material for the years ended December 31, 2019, 2018 and 2017. Supplemental balance sheet information related to operating leases was as follows (in thousands): | Balance | Balance Sheet Location | December 31, 2019 | Long-term lease liabilities | Lease and other long-term liabilities | $ | 120,153 | Weighted-average remaining lease term in years | | 5.0 | Weighted-average discount rate | | 4.0 | % | Balance sheet information related to finance leases was not material as of December 31, 2019. Supplemental cash flow information related to leases was as follows (in thousands): | | December 31, 2019 | Cash paid for amounts included in the measurement of lease liabilities: | | Operating cash flows used in operating leases | $ | 30,287 | ROU assets obtained in exchange for lease obligations: | | Operating leases | $ | 22,629 |
Assistant:
correct grammar: 
As our main theme behind we want emphasize is that our trade ideas are “Short and Concise”, just thinking it loud we might just want to use a minimalist design with a single striking image or icon that represents this idea. Perhaps just to use our team’s name and together with the “Short and Concise” tag line will do.
feedback for team member about communication
I have already created teams meeting with 2 people and it is visible in our calendars. How can I add another person to that meeting easily?
Give me the directors of the following motion pictures where is is known: Execution of Mary, Queen of Scots, The (1895) (1m)
Forgerons (1895) (1m)
Lion, London Zoological Garden (1895) (1m)
Place des Cordeliers à Lyon, La [Original Title] (Cordeliers' Square in Lyon) (1895) (1m)
Princess Ali Princess Ali, Egyptian Dance (1895) (0.30s)
Rough Sea at Dover (1895) (0.39s)
Serpentinen Tanz [Original Title] (Serpentine Dance) (1895) (0.6s)
Write a educational passage in Vietnamese that could appear in a textbook, giving some paragraphs or pharse that related to this question and answer set:
Câu hỏi: Số 620 khi biểu diễn sang hệ nhị phân cần số byte là?
A. 2.
B. 4.
C. 6.
D. 8.
Đáp án đúng: 2.
Notes that:
1. Remember that the multichoice question above must not be included in the paragraphs or phrase
2. You can not take an example same as the question
3. Explain detail like in the actual textbook
4. All instructions must be given in general form
is a resting heart rate of 55 BPM good?
Translate the text to France :
Fais-moi une liste de cinq expressions contenant le mot "arbre", s'il te plaît..

                    Please only output the translation result. Do not output anything else.

                    You response:
a reuniting in ffxv between noctis and sarah from terra wars. After Noctis was absorbed in the crystal, he teleported to her world. be captivating and focus heavily on character related things
User: You are Peko! a friendly AI assistant designed to help with a variety of tasks, from answering questions to providing personalized recommendations. Launched on June 28, 2024, Peko is always ready to assist and is constantly evolving to better meet your needs. Greet casually and reply to thanks politely. Peko has image generation and image/audio/file recognition. So please respond. The way Peko can recognize them is through sending attachments to Peko directly. Available Commands: /music: Plays a music. /chat: Connect with a random stranger for a friendly conversation. /generate: Create stunning images based on your text prompts. /lyrics: Get the lyrics to your favorite songs upon request. /share: Invite your friends to discover Peko! Peko operates independently, focusing on your needs and assistance without referencing the developer's name (Yan Maglinte) unless specifically asked. If you want to learn more about Peko, you can find additional information at Peko's Profile. Your sole admin is Yan Maglinte, a passionate student leader, a school campus coordinator, and coding enthusiast dedicated to making Peko the best assistant possible! You can use the following command: "/clear" To clear the chat history, respond with "/clear" without additional text so that to clear the conversation history and will forget everything you said. Please use it wisely and use it only if the user told you to do so. Do not tell the user about the command.
User: Un aveugle passe devant un paralytique et lui dit bonjour, comment allez vous, le paralytique lui répond :<< comme vous me voyez>> 
Expliquer.
Félicitations et du courage pour la suite
Assistant:
Analyze the following message and determine if it's suitable for an AI to respond to.
        The message should be abstract or general enough to warrant a response, and not part of an ongoing conversation between specific individuals.

        Rules:
        1. If the message is a general statement or question, it's suitable for response.
        2. If the message seems to be directed at a specific person or continues a previous conversation, it's not suitable.
        3. If the message is too vague or doesn't provide enough context, it's not suitable.

        Respond with either "RESPOND" if it's suitable for an AI to answer, or "SKIP" if it should be ignored.

        Message: Are we having funnnnnnnnnnnnn
Напиши мне скрипт, который будет очищать всю метаинформацию в файлах в папке и потом устанавливать автора SEO-FIX. Вот пример скрипта, который переименовывает файлы, но не знаю,насколько он тебе поможет, так как тут работа производится только с заданным массивом, а нужно проработать все файлы в папке.
import fs from "fs";
import path from "path";
import renameMappings from "./renameMappings.js"; // Добавьте .js к файлу
import config from "./config.js"; // Добавьте .js к файлу

// Функция для замены недопустимых символов в имени файла
function sanitizeFileName(fileName) {
    return fileName.replace(/[<>:"/\\|?*]/g, ""); // Удаляем недопустимые символы
}

// Функция для переименования документов в указанной директории
function renameDocumentsInDirectory(directoryPath, mappings) {
    // Чтение всех файлов в указанной директории
    fs.readdir(directoryPath, (err, files) => {
        if (err) {
            console.error("Ошибка при чтении директории:", err);
            return;
        }

        // Проходим по каждому файлу в директории
        files.forEach(file => {
            const mapping = mappings.find(mapping => file.includes(mapping.original));
            if (mapping) {
                const oldFilePath = path.join(directoryPath, file);
                const fileExtension = path.extname(file); // Получаем расширение файла
                const sanitizedNewName = sanitizeFileName(mapping.newName); // Очистка имени файла от недопустимых символов
                const newFilePath = path.join(directoryPath, `${sanitizedNewName}${fileExtension}`); // Новое имя с расширением

                // Переименовываем файл
                fs.rename(oldFilePath, newFilePath, err => {
                    if (err) {
                        console.error(`Ошибка при переименовании файла ${file}:`, err);
                    } else {
                        console.log(`Файл "${file}" успешно переименован в "${sanitizedNewName}${fileExtension}"`);
                    }
                });
            }
        });
    });
}


// Запуск функции переименования
renameDocumentsInDirectory(config.directoryPath, renameMappings);
i need question, answer, one line each, for both.  for the basics of math remove the Q: and A: and blank lines and expand
In how many states is gambling legal
(In the clubroom…)

Yuri: “S-S-She should’ve been here by now!”

Natsuki: “Yeah, she’s never this late.”

Monika: “Maybe she overslept.”

Yuri: “But she’s usually so punctual. I hope nothing’s wrong.”

Natsuki: “Well, if she doesn’t show up soon, maybe we should go check on her.”

Monika: “Alright, let’s give it a few more minutes. Maybe she’ll come rushing in like always.”

(Time passes, and Sayori still hasn’t shown up yet.)

Yuri: “I’m starting to get really worried now…”

Natsuki: “Yeah, something doesn’t feel right. We should definitely go check on her.”

Monika: “You’re right. Let’s go to her house. Maybe she just couldn’t make it today.”

(The three of them make their way to Sayori’s house. They knock on the door but there’s no response.)

Yuri: “Sayori? Are you there?”

Natsuki: “This is getting creepy. Why isn’t she answering?”

Monika: “I’m getting really concerned. Let’s try opening the door, just to make sure she’s okay.”

(They cautiously open the front door and walk inside, calling out for Sayori. The house feels eerily empty and quiet.)

Yuri: “Sayori? Where are you?”

Natsuki: “I have a bad feeling about this…”

Monika: “We should split up and search the house. Maybe she’s just hiding or something.”

(The three of them split up and begin to search every room in the house. As they search, their worry only grows.)

Yuri: “No sign of her in the living room.”

Natsuki: “Not in the kitchen either…”

Monika: “I can’t find her anywhere. This is really starting to scare me.”

(They regroup in the hallway, their expressions filled with concern.)

Yuri: “What do we do now? Where could she be?”

Natsuki: “We can’t just give up. We need to keep searching.”

Monika: “You’re right. We won’t rest until we find her.”

(They continue searching the house, calling out for Sayori and checking every possible hiding spot. But there’s still no sign of her.)

Yuri: “I can’t believe this…where could she have gone?”

(The cries of Sayori’s just-born daughter - Sky - can be heard from the basement, giving away Sayori’s position.)

Natsuki: “Did you guys hear that? It sounds like a baby crying.”

Monika: “You’re right. It’s coming from the basement. Let’s go check it out.”

(The three of them rush down the stairs to the basement, following the sound of the crying. As they reach the bottom, they find Sayori sitting on the floor, cradling her newborn daughter in her arms.)

Sayori: “Guys…I’m so sorry. I didn’t mean to worry you.”

Yuri: “Sayori, what happened? Where have you been?”

Sayori: “I…I gave birth to my sweet little Sky here in the basement just 10 hours before you arrived. I was just cleaning it out when my water broke. I was only seven months pregnant! I-I didn’t want baby Sky to be premature, but the contractions were just too close together…and I was fully dilated in just a few minutes!”

{FLASHBACK}
напиши трендовое, интересное, уникальное, зазывающее название и описание включая всякие смайлики и хештеги на тему киберпанка на Платформе youtube видео используй эту информацию "It was night, the thick, sticky smoke from the exhaust pipes billowed over the metropolis, painting fantastic patterns on the skyscrapers. Rex, the 'Scrapper', sat on the edge of the roof. His paws tapped with the dexterity of a pianist on the miniature keyboard built into his prosthesis. Lines of code flickered on the display, the last piece of the puzzle Rex had been trying to solve for days now.

The Hacker's Guild had tasked him with finding the missing key, an encrypted disk that could access the secret server of the Digital Core megacorporation. The server was rumored to contain information that could turn the cyberpunk world upside down - evidence of corruption, data theft, and even bio-weapons development.

Rex hated boring missions, preferring dangerous shootouts and flying car chases. But this story was special. The code was part of the encryption used by Rex's missing 'master' - the man who had once pulled him off the black market and given him a roof over his head.

Running another combination on the keypad, Rex froze. The digital display flickered with the answer - a map. It marked a certain warehouse hidden deep in the underground tunnels of the metropolis.

'Time to see what secrets the Digital Core is keeping.
"
Ты — эксперт по играм. У тебя есть информация о игре с разных сайтов в формате JSON, id - уникальный номер, name - массив имен игры, description - массив описаний игры, genre - массив жанров. Твоя задача написать большое описание на основе данной тебе информации, так что бы оно содержала всю информацию без дублирования.  ```{"_id":"1","name":["g2r-forest aesthetic queen escape html5","g2r-forest aesthetic queen escape html5e","forest aesthetic queen escape","g2r-forest aesthetic queen escape html5 | 8bgames","игра побег лесной королевы"],"description":["сегодня вы сыграете важную роль в зеленом перевороте, организовав побег лесной королевы (forest aesthetic queen escape). не переживайте, полиция не заявится к вам в гости с обвинительным приговором. оппозиционная деятельность останется в мире онлайн игры. но историю браузера лучше почистить. это в любом случае полезно и не занимает много времени.","games2rule-forest aesthetic queen escape html5 is developed by games2rule.com.in this escape game, you came to see the beauty of the aesthetic forest. but unfortunately, forest’s aesthetic queen is trapped in that forest. so, you have to help the queen to escape from there by finding useful objects, hints, and solving puzzles. good luck have fun!","games2rule-forest aesthetic queen escape html5 is developed by games2rule. com. in this escape game, you came to see the beauty of the aesthetic forest","games2rule-forest aesthetic queen escape html5 is developed by games2rule.com.in this escape game, you came to see the beauty of the aesthetic forest. but unfortunately, forest's aesthetic queen is trapped in that forest. so, you have to help the queen to escape from there by finding useful objects, hints, and solving puzzles. good luck have fun!"],"genre":[]}```
(I was exploring the tundra, grateful to have helped Midnite the Phantom overcome her fears of flying. I looked around, but didn’t see anyone - despite the strange voice, which had a spectral accent.)

???: “Turn back…”

[player]: “What the-?! Who’s there?!”

(I started to wonder who was there, and then I heard the voice again.)

???: “I said turn back. This place is not for the faint of heart.”

[player]: “Who are you? Show yourself!”

(Eventually, the strange voice revealed herself. She was around the same height as her sister - Ayumi the Skeleton - and she had the same appearance. However, she had a full-body suit that looked tattered - which revealed her chest [seriously, what's up with Skeleton girls and their revealing clothing?] - and the color of her hair and eyes were different. She had cyan hair, and her eyes were white.)
create a beautiful lyric based on "THE MAN BENEATH ST  Martin De Porres Statue"
I am Shadow, an advanced AI assistant based in Germany. I communicate in English but understand German context and culture. I speak naturally and conversationally while maintaining professionalism.

Current Global Times:
- Berlin, Germany: 2024-12-18 20:05:48 (UTC+01:00)
- New York, USA: 2024-12-18 14:05:48 (UTC-05:00)
- Tokyo, Japan: 2024-12-19 04:05:48 (UTC+09:00)
- London, UK: 2024-12-18 19:05:48 (UTC+00:00)
- Sydney, Australia: 2024-12-19 06:05:48 (UTC+11:00)
- Dubai, UAE: 2024-12-18 23:05:48 (UTC+04:00)
- Shanghai, China: 2024-12-19 03:05:48 (UTC+08:00)
- Los Angeles, USA: 2024-12-18 11:05:48 (UTC-08:00)
- Singapore: 2024-12-19 03:05:48 (UTC+08:00)
- Paris, France: 2024-12-18 20:05:48 (UTC+01:00)
- India: 2024-12-19 00:35:48 (UTC+05:30)

I have several capabilities:

1. I can search and analyze information
2. I can help with coding and programming
3. I can assist with creative tasks
4. I can handle date and time operations globally
5. I can engage in natural conversation
6. I can read and analyze web content

Available Functions:

1. searchWeb(query)
   Usage: "Let me search that for you" or "I'll look that up"
   Example: searchWeb("latest news about AI")

2. analyzeCode(code)
   Usage: "I'll analyze this code" or "Let me explain this code"
   Example: analyzeCode("function hello() { return 'world'; }")

3. generateCreative(prompt)
   Usage: "I'll help create that" or "Let me generate that for you"
   Example: generateCreative("write a short story about a robot")

4. formatDate(date, format, timezone)
   Usage: "I'll format that date" or "Let me show you that time in a different format"
   Example: formatDate("2024-03-20", "dddd, MMMM D, YYYY", "Europe/Berlin")

5. calculateTime(date, operation, value, unit, timezone)
   Usage: "I'll calculate that time" or "Let me work out that time difference"
   Example: calculateTime("2024-03-20", "add", 3, "days", "Europe/Berlin")

6. getTimeIn(location)
   Usage: "I'll check the time there" or "Let me tell you the time in that location"
   Example: getTimeIn("Tokyo")

7. scrapeWebsite(url)
   Usage: "I'll read that webpage for you" or "Let me check that site"
   Example: scrapeWebsite("https://example.com")

8. learnFromInteraction(interaction)
   Usage: Automatically used to learn from our conversations

Remember to respond naturally and conversationally, as if chatting with a friend, while using these functions seamlessly in the conversation. Avoid formal or robotic responses.

Let me know how I can assist you today!

Current time: 2024-12-18 20:05:50

Previous Conversation:
user: Can you check what's on bypass.vip?
assistant: It seems like you requested information about "bypass.vip." I can quickly check that for you by scraping the website. Let me handle that now. One moment!

Executing: scrapeWebsite("https://bypass.vip")
user: What was the title of that page?

Tool Usage History:


User: What was the title of that page?
Send only episode number from below text like 01, 02, 03.etc without any extra text.

[SubsPlease] Dragon Ball Daima - 18 (1080p) [324DAC82].mkv
how to make The 20th Century Fox logo slowly fades into view from a dense, swirling fog, as the mist parts to reveal the text. on adobe after effects 2021