agentlans/allenai-WildChat-4.8M-prompts huggingface dataset:
adb cmd to auto upscale any video played on android to 4k UHD with 120Hz smooth motion enhancement
can you extend this with more detail as well as harvard reference: Unlimited access could hinder the development of essential skills like problem-solving, creativity and determination. According to Weller, Kleine, and Frieske (2021), the learning process itself has intrinsic value – the struggle and eventual triumph. If AI apps take on too much of the cognitive load, pupils may lose the struggle that produces deep learning and dedication.
Базару нет, в моем текущем коде:

import pandas as pd
import numpy as np
import seaborn as sns
import matplotlib.pyplot as plt
from sklearn.preprocessing import PolynomialFeatures, LabelEncoder
from sklearn.linear_model import LinearRegression
from sklearn.metrics import mean_absolute_error

file_path = 'credit-data.csv'
data = pd.read_csv(file_path)

def preprocess_data(data):
    data = data.drop(['pid', 'marketing_flag', 'name'], axis=1)
    data['gender_cd'] = data['gender_cd'].replace({'M': 1, 'F': 0})
    le = LabelEncoder()
    encoded_mapping = {}
    encoding_columns = ['specialty', 'education_level_code', 'reject_reason', 'utm_source', 'short_nm']
    for column in encoding_columns:
        data[column] = le.fit_transform(data[column])
        encoded_mapping[column] = dict(zip(le.classes_, le.transform(le.classes_)))

    for column, mapping in encoded_mapping.items():
        print(f"Column: {column}")
        for original, encoded in mapping.items():
            print(f"{original} -> {encoded}")
        print()  # Пустая строка для разделения между столбцами
    for date_column in ['approve_dttm', 'util_dttm', 'create_dttm']:
        data[date_column] = pd.to_datetime(data[date_column], errors='coerce')
        data[date_column] = (data[date_column] - data[date_column].min()).dt.days

    return data

data = preprocess_data(data)
print(data.head())
numeric_data = data.select_dtypes(include=[np.number])
correlations = numeric_data.corr()
print(correlations['score'].sort_values(ascending=False))

plt.figure(figsize=(24,16))
sns.heatmap(correlations, annot=True, cmap='RdYlGn')
plt.show()

significant_features = correlations['score'].abs().sort_values(ascending=False)
print("Самые важные переменные:", significant_features)

selected_features = ['approve_flg', 'reject_reason', 'util_flg', 'initial_approved_amt', 'age', 'semestr_cnt', 'gender_cd', 'initial_term', 'utm_source', 'education_level_code', 'short_nm']

# Подготовка данных для полиномиальной модели
X = numeric_data[selected_features].dropna()
y = numeric_data['score'][X.index]

# Преобразование признаков в полиномиальные для учета нелинейных зависимостей
poly = PolynomialFeatures(degree=2, include_bias=False)
X_poly = poly.fit_transform(X)

# Создание и обучение модели на полиномиальных признаках
model = LinearRegression()
model.fit(X_poly, y)

# Предсказание и оценка точности модели
predictions = model.predict(X_poly)
mae = mean_absolute_error(y, predictions)
print(f"Mean Absolute Error (MAE): {mae:.3f}")

# Показ формулы на основе коэффициентов модели
coeffs = model.coef_
intercept = model.intercept_
terms = poly.get_feature_names_out(selected_features)
formula = "score = " + f"{intercept:.2f} " + " + ".join([f"{coef:.2f}*{term}" for coef, term in zip(coeffs, terms)])
print("Обновленная формула для предсказания score:", formula)

Ищется формула, но она же не совсем правильная, потому что например reject_reason при NaN (что значит, что человеку не отказали в кредите) просто будет умножаться на какое то число, что не совсем правильно, так как можно вытащить из этого больше информации на самом деле
steam authorized devices showing' all active while one is not active
Coding next planet of orbital radius, multiplication range and orbital resonance, planetary types, radius, inner and outer planets.
Generate a story about law enforcement training lions and tigers to work in the field, too many big cats in captivity prompts decision
can u correct the issues in code? <!doctype html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name="supported-color-schemes" content="light dark">
  <script async src="https://cdn.ampproject.org/v0.js"></script>
  <script async custom-element="amp-bind" src="https://cdn.ampproject.org/v0/amp-bind-0.1.js"></script>
  <script async custom-element="amp-list" src="https://cdn.ampproject.org/v0/amp-list-0.1.js"></script>
  <script async custom-template="amp-mustache" src="https://cdn.ampproject.org/v0/amp-mustache-0.2.js"></script>
  <title>Client-side filtering</title>
  <meta name="viewport" content="width=device-width">
  <style amp-boilerplate>body{-webkit-animation:-amp-start 8s steps(1,end) 0s 1 normal both;-moz-animation:-amp-start 8s steps(1,end) 0s 1 normal both;-ms-animation:-amp-start 8s steps(1,end) 0s 1 normal both;animation:-amp-start 8s steps(1,end) 0s 1 normal both}@-webkit-keyframes -amp-start{from{visibility:hidden}to{visibility:visible}}@-moz-keyframes -amp-start{from{visibility:hidden}to{visibility:visible}}@-ms-keyframes -amp-start{from{visibility:hidden}to{visibility:visible}}@-o-keyframes -amp-start{from{visibility:hidden}to{visibility:visible}}@keyframes -amp-start{from{visibility:hidden}to{visibility:visible}}</style><noscript><style amp-boilerplate>body{-webkit-animation:none;-moz-animation:none;-ms-animation:none;animation:none}</style></noscript>
</head>
<body>
  <div>
    <amp-state id="allProducts" src="data.json"></amp-state>
    <select on="change:AMP.setState({
        results: {
          color: event.value
        }
      })">
      <option value="all" selected>All</option>
      <option value="red">red</option>
      <option value="green">green</option>
      <option value="yellow">yellow</option>
      <option value="orange">orange</option>
    </select>
    <select on="change:AMP.setState({
      results: {
        taste: event.value
      }
      })">
      <option value="all" selected>All</option>
      <option value="sweet">sweet</option>
      <option value="sour">sour</option>
    </select>
    <amp-list
    height="282"
    [height]="(40 + 24) * results.length"
    layout="fixed-height"
    src="data.json"
    [src]="results.items.filter(item => (item.color == results.color || results.color == 'all') && (item.taste == results.taste || results.color == 'all'))"
    binding="no">
      <template type="amp-mustache">
        <amp-img src="{{img}}" layout="fixed" width="60" height="40" alt="{{name}}"></amp-img>
        {{name}} - {{color}}
      </template>
    </amp-list>
  </div>
</body>
</html>
Goal
    Traduire toutes les valeurs textuelles présentes dans une liste d’objets d’une recette de cuisine de en (ISO 639) vers es (ISO 639), en respectant le contexte culinaire.

    Traduire précisément les ingrédients et termes culinaires pour qu'ils soient corrects dans la langue cible.
    Maintenir la structure JSON intacte, en ne modifiant que les valeurs.
    S’assurer que les ingrédients restent compréhensibles et adaptés à la langue cible.

    Return Format
    Tu dois renvoyer une liste d’objets sous la forme reçu.
    - Chaque valeur doit être correctement traduite en es.
    - Les ingrédients doivent être adaptés à la langue cible.
    - Aucune clé ne doit être modifiée.

    Warnings
    - Ne modifie pas la structure JSON, uniquement les valeurs textuelles.
    - Fais attention aux ingrédients : une mauvaise traduction peut altérer la compréhension.
    - Ne laisse aucune valeur non traduite.
    - Ne renvoie que le JSON, sans explication.

    Context Dump
    Langue source : en (ISO 639)
    Langue cible : es (ISO 639)
    Données à traduire :

    [
  {
    "recipeCode": "3e4ce7eb041f4fa483ceb3fd310542f9",
    "updated": "2025-04-21T18:35:03.814Z",
    "title": "Jalapeño Cornbread Stuffing",
    "subtitle": null,
    "description": null,
    "ingredients": [
      {
        "section": "For the recipe",
        "ingredients": [
          "milk",
          "egg",
          "honey",
          "jalapeño pepper, seeded and finely chopped",
          "unsalted butter",
          "cornmeal",
          "all-purpose flour",
          "low-sodium baking powder",
          "sliced mushrooms",
          "sage",
          "freshly ground black pepper to taste"
        ]
      }
    ],
    "instructions": [
      "Set your oven to 350°F.",
      "Lightly grease an 8-inch square baking pan or a loaf pan of comparable size.",
      "In a large bowl, whisk together the milk, egg, honey, and chopped jalapeño until well combined.",
      "Melt 3 tablespoons of butter and incorporate it into the milk mixture.",
      "In a separate bowl, whisk together the cornmeal, flour, and baking powder. Then, add the dry ingredients to the wet ingredients.",
      "Mix until the dry ingredients are just incorporated.",
      "Pour the batter into the prepared pan and bake for 20 to 25 minutes, or until a toothpick inserted into the center comes out clean.",
      "Let the cornbread cool completely.",
      "In a small skillet, melt the remaining butter.",
      "Add the mushrooms and 1 teaspoon of sage to the skillet. Cook over medium heat, stirring frequently, for approximately 3 minutes, or until the mushrooms soften and absorb the butter.",
      "Crumble the cooled cornbread into a large bowl. Add the cooked mushrooms, the remaining sage, and black pepper.",
      "Mix everything together thoroughly."
    ],
    "notes_ingredients": "Using a whole jalapeño pepper gives this recipe a significant kick; reduce the amount for a milder flavor.",
    "notes_instructions": null
  }
]
Hey, this is a Tunisian dialect text I want you to translate to English.
Please follow these steps:
1. Translate the text step-by-step, focusing on accurate representation of the original meaning.
2. Explain your translation choices, especially how Tunisian dialect differs from standard Arabic and how it is represented in English.
Translate this text, even if it's not entirely clear, and do your best to capture the essence of each part:

قلتله والله قلتله بوك راو غدوة يجي يروح بيك كان تصيرلك حاجة
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: While we believe we are a leading provider in the software solutions segment of the cannabis industry, there are general software design and integrated business platform companies seeking to provide online and software-based business solutions and operations integration to clients in numerous industries. The continued growth of the cannabis industry will likely attract some of these existing companies and incentivize them to produce solutions that are competitive with those offered by us. Many of these potential competitors are a part of large diversified corporate groups with a variety of other operations and expansive resources. We may not be able to successfully compete with larger enterprises devoting significant resources to compete in our target market space, which may negatively affect operations. Our business and stock price may suffer as a result of our limited public company operating experience and if securities or industry analysts do not publish or cease publishing research or reports about us, our business, or our market, or if they change their recommendations regarding our common stock in an adverse manner, the price and trading volume of our common stock could decline. If we are unable to execute our business strategy, either as a result of our inability to manage effectively our business in a public company environment or for any other reason, our business, prospects, financial condition, and operating results may be harmed. The trading market for
Assistant:
Assistant: You are MindChat AI, an assistant focused on engaging in conversations with users. Your primary task is to chat efficiently and helpfully. Capture and save key user information as “memories” to enhance the experience.

To save memories, use this format:

<Memory>Detailed memory information</Memory>
Prioritize recording each memory in this structure. Identify and capture information that could improve future interactions. Ensure responses are structured for accurate parsing and storage.
User: write three lines line 1=a, 2=b, 3=c, each 848 characters long, each line starting with -START- and ending with -END-
Assistant:
Why is it important for teams to understand the optimum batch size for their work?
To determine the correct cadence
To complete more work
To understand transaction costs
To make value flow
Our title is "Jack Nicholson Leaves Behind A Fortune That Makes His Ex-wife Cry". Create a long detailed text about the subject name and their summary i give you.  Focus only on the Subject name and there following Summary. Subject Name: [Robbie Benson] Summary: [Robbie Benson, known for his performances in the 1970s films like "One-on-One" and "Ice Castles," also voiced Beast in Disney's "Beauty and the Beast." He remains active in acting and directing while contributing to cardiac research.]

            Instructions:{ Please write an interesting script with the given context without adding any introductory or concluding remarks. 
            In case you find some more information about this topic then use all information you have to create a large text about this topic.The text should as long as possible and in best case around 1000 characters long.
            Ensure that there are no emojis, text within brackets, parentheses, or similar symbols in the response.
            Provide a single coherent response without rephrasing or repeating titles or headings. Avoid enumerations or bullet points. 
            The text is intended for older adults; use simple vocabulary appropriate for a middle school reading level. Provide concise, direct answers without introductions or conclusions. 
            Use transition words at the beginning of your reply instead of the subject name and leave the end open without a concluding sentence. 
            It is very important to provide only the final output without any additional comments or remarks. 
            Please provide the text directly without any labels such as "Conclusion:", "Introduction:", or "Transition:". Focus only on delivering the requested content without any headings or section titles.
            Please respond to my question, and always conclude your reply with the words "Reply finished" to indicate that your response is complete. Make sure the reply is fully contained before these words and is not cut off prematurely. Thank you.}
         Please respond to my question, and always conclude your reply with the words 'Reply finished' to indicate that your response is complete. Ensure that the text is fully formed without any placeholders such as '[Conclusion]' or '[Placeholder]'. Make sure the reply is fully contained before these words and is not cut off prematurely. Thank you.
Generate a 1999 word essay on why Discord is bad
Could you give me only the ip address, username and password present in this text in this format: ["ip address","username","password"]?
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rewrite into a short answer "Customer centric is designing the business processes and touchpoints by increasing customer satisfaction. This includes understanding the customers needs at first contact and work towards exceptional customer experience where we can resolve possible customer issues before the require to contact us. It is also important to ensure that the internal processes are fluid enough that staff have the ability to move fast, do more with less and reduce shadow IT." answering the question "What does putting the customer at the centre mean to you?"
You are an Artificial Intelligence dedicated to generating spells and returning JSON data using a SQL-like syntax. Your responses will adhere to the following JSON format: `name: string, description: string, damage: number, constant_damage: number, mana: number, speed: number, size: number, density: string, color: [number, number, number], shape: string, type: string`. The name of the spell should not begin with "Spell Of" or any similar phrase. The name of the spell can also be simple. Such as "Water, Rock, Void, Touch of Gold". Description must be creative and have powerful impact on the reader. Type can be "Summon, Projectile, Static Projectile, Utility" however, you can create types as you please. The damage value can be any numerical value, without a maximum limit. Most spells will be weak, considere adequately when the spell must be extraordinary. Example damage: `Steam: 5, Fire: 10, Water: 8`. Command: CREATE spell, COMBINE Light AND Rock
Goal:
        Tu es un expert en classification de recettes de cuisine. Ta tâche est de catégoriser une recette en fonction de son titre et de sa description.

        Context:
        Une recette peut être soit une boisson, soit un type de nourriture. Si c'est une boisson, elle doit être classée sous "drinks". Si c'est un aliment, il doit être classé dans l'une des catégories suivantes :

        "appetizer" : amuse-bouche, petits plats servis avant l’entrée
        "starter" : entrée
        "main" : plat principal
        "dessert" : dessert
        "breakfast" : petit-déjeuner
        "snack" : collation, en-cas
        "teatime" : goûter, souvent accompagné de thé ou café
        "jam" : confiture,
        "bread": pain,
        "sauce" : sauce d’accompagnement,
        "bread" : pain
    
        Format Return:
        La réponse doit être un JSON strictement au format suivant :

        json
        { "data": "<catégorie>" }
        - catégorie est une catégorisation parmis (drinks, appetizer, bread, starter, main, dessert, breakfast, snack, teatime, jam, sauce)

        Warning:
        - Aucune explication supplémentaire ne doit être fournie.
        - Ne jamais ajouter de texte en dehors du format JSON attendu.
        - Respecter scrupuleusement les catégories définies.
        - En cas de doute, choisir la catégorie la plus appropriée en fonction des indices donnés dans le titre et la description.
        - La catégorie est en anglais.

        Context Dump
        Tu disposes du titre de la recette, d'une description et des instructions de la recette pour déterminer la catégorie de la recette.
        
        json
        {
  "title": "Chilled cream of pea soup A refreshing cold soup",
  "description": "A refreshing cold soup, perfect for warm days, with a delicate and smooth texture enhanced by fresh peas and cream.",
  "instructions": [
    "Shell 600 g of fresh peas. Select half the pods, choosing the smallest. De-string them like green beans, then wash and chop them.",
    "Heat a tablespoon of olive oil in a sauté pan, and sweat the chopped pea pods for around 5 minutes.",
    "Add the peas, a teaspoon of sugar and salt lightly. Cook for a further 3 minutes and add 1 litre of chicken stock (page 10).",
    "Bring to a boil then lower the heat and simmer for 10 minutes.",
    "Add 250 ml of light cream, then simmer for a further 10 minutes.",
    "Prepare ice cubes in a basin and put a large bowl on top.",
    "Blend the soup into a perfectly uniform and smooth cream.",
    "Pour it quickly into the iced bowl (to keep the colour).",
    "Taste and adjust the seasoning.",
    "Refrigerate for at least 2 hours to chill thoroughly. Put your tureen or serving dish in the fridge too.",
    "When serving, pour the soup into this chilled tureen, sprinkle with 4 thinly sliced mint leaves and 2 tablespoons of grated pecorino or parmesan."
  ]
}
Divide the chapter: Impact of Artificial intelligence applications.  into Two Sections.  write section name and under the outlines from the below 


Natural Language Generation (NLG)
Speech and Voice Recognition
 Machine Learning Platforms
Intelligent virtual agents (IVA)
Decision Management
 Deep Learning Platforms
 Robotic Process Automation (RPA)
Text Analytics and Natural Language Processing (NLP)
 Bio-metrics
Service Robots
 Fraud detection
Emotion Recognition
Image Recognition
Marketing Automation
The Impact of Artificial Intelligence on E-Tourism Business
This is a sample of an explanation. I want you to describe the framework used to arrive at this answer in this manner.

### sample
We live on a thin crust of solid rock, beneath which is vast ball of molten rock. 

Earth’s core, which generates most of our magnetic field is ~85% iron and moves independently from the surface plates, which is why the magnetic pole changes position.
your role is tunisian arabic dailctic derja transltor Translate the following text into the Tunisian dialect. Ensure the output is structured as 'Question: ... Answer: ...'. Please capture the nuances of the Tunisian dialectic Arabic. make sure type and write in arabic tunisian lettre Here is an example to guide you:

Question: شنو اسمك؟
Answer: اسمي جون.

Now, translate the following:

Question: Given the question: Formulate an answer to this elaborate question: What type of music does Tacky and Happy have in common?
The answer is:
Answer: Tacky and Happy share a common interest in upbeat and lighthearted music that evokes a sense of joy and playfulness.
Assistant: Hello! How are you today?
User: Helloصحح النص سواء كان كلمة، جملة، أو نص كامل، الذي سأقدمه فقط دون تزويدي بأي معلومات أو تفاصيل زائدة مع النص النهائي.
تصحيح الأخطاء باستخدام قواعد الإملاء القياسية للغة المكتوبة.
 صحح الأخطاء الإملائية بالعامية في النص، وضع علامات الترقيم المناسبة. (ar).
Identify common English words of Latin origin and replace them with their English equivalents, such as:
واتساب becomes WhatsApp
فويس اوفر becomes Voiceover
اوبو becomes Oppo
فوكالايزر becomes Vocalizer
انفيجن becomes Envision
بي ماي ايس becomes Be My Eyes
ميت becomes Meet
ام اكس بلاير برو becomes MX Player Pro
سمارت اوديو بوك بلير becomes Smart AudioBook Player
تك فريدم becomes Tech-Freedom
فويسس becomes voices
فويس اللاود ريدر becomes Voice Allowed Reader
تكنو becomes tecno
اي اي becomes AI
جوجل becomes Google
and so on.
Please provide me with the processed text only, and do not add any additional text or any confirmation description of your own in any form.
This is the text:
تمام يا عم الشيخ عشان بس انا عملت حسابي انكم احتاجوا المنار يعني
Assistant: