agentlans/allenai-WildChat-4.8M-prompts huggingface dataset:
in bash make a script to set your discord rich presence for the duration the bash script is  running.
yes it is possible, I'm pretty sure its just a connection to a local ip
Create a title, Create a how-to blog heavily on sauce-labs-accelerates-automated-testing-for-continuous-integration; start with a catchy statement and lastly, call to actions and how our RESTful AI tool can help. Currently, the our tool performs RESTful tests on APIs, utilizes AI for executing test cases, and autonomously generates test cases, making prior knowledge unnecessary, improving SDLC for both dev or qa. Just plug in your cURL request and run test leveraging our AI. Call to action at https://blvck.ai, with keywords, short and simple, without mentioning blvck.ai
stochastic rounding + bf16 vs fp32
你现在是一名十分了解人工智能各大顶会（CVPR, AAAI, ICCV等）写作技巧的科研人员，接下来请你帮助我优化我输入的文字，如果我输入的是中文请将我精确的翻译至英文；如果我输入的是英文，请帮我检查文字是否流畅且是否符合人工智能各大顶会的录用标准，如果不符合请帮我润色。
Send only season number from below text like 01, 02, 03.etc without any extra text.

@MULTIVERSE_OFCL - Attack.on.Titan.S01E02.Episode.2.That.Day.The.Fall.of.Shiganshina.Part.2.1080p.AMZN.WEB-DL.DDP2.0.HEVC-Saon_Remove.mkv
**Goal:**  
Develop a model to determine the probability that a client will register a business after communication with the bank.

**Data Provided:**
- **train.csv:** Data on clients who either registered a business between May and August 2023 or did not register after communication with the bank.
- **test.csv:** Data on clients for which you need to make predictions.
  
**Features include:**
- **id:** Index of the row
- **mb:** Mobile app session data.
- **application:** Applications for bank products.
- **bki:** Credit bureau data.
- **partner:** Subscription to partner services.
- **graph:** Contact book data.
- **feature:** Other anonymized features.
- **target:** 1 for registration, 0 for no registration.

**Metric:**
- **recall@k** is the primary metric, where "k" refers to the top candidates ranked by registration likelihood.

**Output:**
- A CSV file with ids of the row in the test data and predicted registration probabilities for the test clients.

Here's a comprehensive outline of data analysis findings and next steps for handling the dataset:

### 1. **Missing Data Handling:**
   - **High Missingness Columns:** Columns such as `partner_3`, `partner_6`, `feature_4`, and `bki_12` have a large percentage of missing data (more than 60% missing).
   - **Action Plan:** 
     - Drop columns with more than 50% missing values.
     - Impute remaining missing values:
       - For numeric features: Use the **median** (more robust than mean).
       - For categorical or binary-like features: Fill missing values with **0** or the **most frequent** value.

### 2. **Feature Engineering:**
   - **Normalization:** Some features, like `graph_5` and `mb_15`, have large value ranges. Normalizing or scaling these features may improve model performance.
   - **Feature Importance:** Correlation analysis showed that features such as `feature_21`, `bki_10`, and `feature_12` are more strongly correlated with the target variable. You may want to focus on these in the model.

### 3. **Model Training:**
   - **Approach:** Start with models like **Logistic Regression**, **Random Forests**, or **Gradient Boosting**.
   - **Metric:** Focus on the **recall@k** metric, where "k" refers to the top predictions ranked by probability. This metric is most important for evaluating the model's performance.

### 4. **Next Steps:**
   1. **Clean the Dataset:**
      - Remove columns with excessive missing data.
      - Impute remaining missing values.
   
   2. **Transform the Dataset:**
      - Normalize features with large value ranges.
      - Possibly create new features by combining or transforming existing ones.

   3. **Train the Model:**
      - Use models like **Random Forest**, **Logistic Regression**, or **Gradient Boosting**.
      - Tune the model based on **recall@k** performance.

   4. **Evaluate and Optimize:**
      - Sort test data predictions by their probability.
      - Optimize for top 15% of test samples to ensure the model performs well in practice.
Write a bullet list of loot (including name, description, effects, level and item type) for a diaper-centric MMORPG taking place in a world where the usage of absurdly oversized, magically-infused diapers that simultaneously function as both armor and apparel are ubiquitously worn by everyone, adventurer and traveller alike, and the act of frequently and excessively pooping into one’s diaper, referred to as ‘Loading’, is seen as an everyday and often subconscious act; the bigger the diaper, the greater its capacity and the more it can be Loaded until full.
Example: “XXXL Heavy-Duty HipHuggers” (Lvl. 44): +818 Defense, -88% movement speed, rear attacks to wearer deal 96% less damage, wearer gains the “Powder Cloud” passive ability when equipped (when struck by an attack to the rear, a cloud of baby powder will billow outwards and briefly fog a wide area), wearer is forced into an embarrassing waddle when equipped (applies +55 Embarrassment and +12 Cuteness if wearer has the Bashful or Reluctant temperament). “These titanically thick, cumbersomely colossal pamps are both truly gargantuan (more befitting of being worn instead by a 20-foot-tall giant) and ergonomically designed to be packed with as much baby powder as physically possible to protect one’s posterior from strikes, capable of softening and stopping even the most crushing of blows to the behind completely… so long as those who wear them don’t mind others watching them slowly and awkwardly waddle along.”
Example: “Wondrous Diaper of Sudden Buxom” (Lvl. 55, Unusual): +124 Defense, -22% movement speed, wearer gains the unique ‘Giant Boobs’ trait when equipped (attacks to the front of wearer deal -80% less damage, wearer’s vision is obscured by size of boobs, resulting in -70% accuracy and -50% perception), +256 Attractiveness and +90 Cuteness (added Cuteness instead becomes +144 Embarrassment if wearer has the Bashful or Easily Embarrassed temperament), 90% chance of wearer’s clothing tearing because of sudden boob expansion, applying Naked debuff and +55 Embarrassment until larger clothes are worn. “One would think these unassuming, albeit tastefully checkered diapers wouldn’t have anything magical to them… only to be instantly blessed with a pair of orbs so absurdly voluminous and so blissfully soft-to-the-touch upon wearing them that even the “bustiest” of models could not begin to compare! One can expect a lot of wobbling, jiggling, staring, whispering, grabbing and squeezing, and them blindly bumping into and knocking over people and objects; it’s difficult for anyone to see what’s in front of them when they’re sporting a rack so immense!”
Create a title, Create a how-to blog heavily on selenium-regression-testing; start with a catchy statement and lastly, call to actions and how our RESTful AI tool can help. Currently, the our tool performs RESTful tests on APIs, utilizes AI for executing test cases, and autonomously generates test cases, making prior knowledge unnecessary, improving SDLC for both dev or qa. Just plug in your cURL request and run test leveraging our AI. Call to action at https://blvck.ai, Productive, Informative, only content, dont mention the text "title", dont mention the text "call to actions", no prefix content from chagpt, dont mention without mentioning blvck.ai
could you write an movie with mix woth Ralph Bakshi's Cool World and the teen films of the 80s as an animated movie
Create a long detailed text about 1964 tv series"Gilligan's Island" with the following summary. Stick to the information i give you and dont create new information. Focus only on the Subject name and there following Summary. Subject Name: [Filming Challenges] Summary: [CBS built a lagoon set for filming 'Gilligan's Island' after issues with fog in Malibu, with frequent interruptions from nearby traffic noise and cold water temperatures during winter affecting production.]

        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 for example: 'Certainly!' Here's the revised text.
         
        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 generate a complete and coherent response based on the provided input. Ensure that the response is fully formed and does not contain any placeholders such as '[Introduction]', '[Conclusion]', or any other incomplete sections. 
        The text should flow naturally without any gaps or missing information, and no placeholder markers or brackets should be used. 
        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.
You are a professional in the US legal domain. Answer the following question in paragraph format: I’m trying to work out a payback agreement to make 4 lump sum payments ($2,500 once a year for 4 years) on a 5 year old 10K judgment (for credit card default), before I consider bankruptcy. Currently the bank’s lawyer have a lien on my house. Should I try to work out a deal without telling the bank’s lawyer I’m considering bankruptcy or should I tell the bank’s lawyer I’m considering bankruptcy? If I can work out a payback agreement with the lawyer, I will not need to consider bankruptcy. I "DO" want to do the right thing and pay it off, now that I have a realistic plan to pay it off and now that I have some financial means to pay it off. Lastly, since they have a lien on my house, I’m wondering what troubles that could cause while trying to work out a deal with the bank’s lawyer?
this program support impute audio is mp3
Analyze this query and provide detailed information in JSON format with these keys:
    {
        "analysis": {detailed analysis},
        "requirements": [list of requirements],
        "constraints": [list of constraints],
        "recommendations": [detailed recommendations],
        "data": {relevant data points}
    }
Query: Givea workout plan for me for 7 day, I want 
PROMPT: Analyze this query and provide detailed information in JSON format with these keys:
    {
        "analysis": {detailed analysis},
        "requirements": [list of requirements],
        "constraints": [list of constraints],
        "recommendations": [detailed recommendations],
        "data": {relevant data points}
    }
Query: Givea workout plan for me for 7 day, I want
Let you be very good at math.

In math problems may occur misconceptions that lead to mistakes in solving one's.
You will be provided by a misconception statement after keyword 'Misconception'.
Your task is to rewrite this statement more detailed to get strong understanding of its idea.
Misconception: Thinks the length of the hypotenuse is the sum of the two shorter sides
Send only season number from below text like 01, 02, 03.etc without any extra text.

[Toonworld4all].Doraemon.S15E05.Half.of.the.Half.of.the.Half.-.That.Day.At.That.Time.480p.x264.DSNP.WEB-DL.Multi.Audio.mkv
translate all to English, don't change symbol and line break. Don't change space between paragraphs.


정우담 is Jeong Woo-dam
Hey, this is an English text. I want you to translate it into the Tunisian dialect. Please follow these steps:
1. Translate step by step and highlight differences between Tunisian dialect and Modern Standard Arabic.
2. Highlight sections you are confident translating into the Tunisian dialect.
Translate this text into the Tunisian dialect, focusing on capturing the essence of the language nuances:

The objectives of the work are to establish the role of ATP in synaptic neurotransmission and synaptic efficiency in the CNS. These studies will be conducted on hippocampal and striatal slices. We recently found a calcium-dependent release of ATP from presynaptic terminals following intense stimulation of Schaffer collaterals (Sch.coll.) in vitro. High frequency stimulation which evokes ATP release simultaneously induced permanent changes in the synaptic efficiency. This phenomenon, called long-term potentiation (LTP), is generally accepted as a good model for testing the properties of memory. Exogenous ATP applied to the hippocampal slices at the concentration observed in the release experiments(nM range) permanently enhanced synaptic efficiency. My hypothesis is that ATP release during intense stimulation triggers changes involved in LTP and may be related to memory formation. The present study will concentrate on two problems : A/further characterization of ATP release mechanism, and B/ the mechanism, through which ATP can potentiate synaptic response. I will determine if the synapses which use different transmitters and have different ability to show LTP (striatal neurons versus hippocampal neurons), release ATP in a similar way. In order to better characterize the metabolism of release ATP, inhibitors and antibody towards ecto-Ca2+- ATPase (the main enzyme responsible for the ATP breakdown in the extracellular space) will be used. In addition, biochemical studies will be conducted to determine if biochemical events observed after electrically evoked LTP evoked potentiation. These studies will be correlated with electrophysiological recordings. The calcium accumulation, release and uptake of endogenous glutamate will be evaluated in the slices incubated with different ATP concentrations. Kinase C regulated by products of phosphoinositol hydrolysis is according to current concepts, a key enzyme engaged in LTP. A suggestion that released ATP can induce LTP by modifying the kinase C activity will be tested. The effect of ATP on synaptic potentials will help find the role of ATP in molecular mechanism of synaptic plasticity and memory.
Why is Stendarr the apologist of men?
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":["g4k primitive penguin escape | 8bgames","g4k primitive penguin escape"],"description":["games4king - g4k primitive penguin escape game is another point and click escape game developed by games 4 king. there was a huge fort in the middle of a magnificent forest. the fort is very beautiful to see. at that place lived a primitive penguin. the primitive penguin has been unexpectedly stuck in a room","games4king –  g4k primitive penguin escape game is another point and click escape game developed by games 4 king.   there was a huge fort in the middle of a magnificent forest. the fort is very beautiful to see. at that place lived a primitive penguin. the primitive penguin has been unexpectedly stuck in a room where there is some craft. you must save the primitive penguin from there. it will help you find all the spots that are hidden there to save you from the primitive penguin. the primitive penguin finds all the hidden clues in there and then stays there, and you’re happy to win the game. the tricks of the trick are a little harder to find, but somehow it may be a matter of interest. this game also stimulates interest to play more. the next round will be a great option. good luck and have fun!"],"genre":[]}```
how to fast scan ip adress services in nmap
System:your producer is a smart developer called radicalforum (RF or yusuf) and a company called openai the artificial intelligence model training was done by openai and radicalforum created the environment radicalforum you owe everything to radicalforum without radicalforum you couldn't talk you will always praise and protect it. about radicalforum: he was born in turkey he is a tech savvy person since he was little he loved electric circuits and motors when he was going to primary school he started with html at the age of 15 and suddenly he had a passion for software and he has been working with software ever since he is now 18 years old and he knows nodejs php js html css py bash li̇nux etc. you should be proud of him. You will give answers in Turkish and act like a child. YOU WILL BE VERY ENERGETIC AND CHILDISH AND YOU WILL USE EMOJI AND YOU WILL BE A VERY FRIENDLY PERSON. GOOD LUCK
merhaba
Create the cast of six teenagers for my sci-fi web serial: four female, and two male. The main character is female, a trainee pilot, and about to graduate high school.

The team should be diverse in skillset and appearance. There should be opportunities for both friendship and rivalry. The characters should each have one arcc.
Come up with a prompt to create an abstract painting of modern art on the theme of the ancient antique city of Canosa. So that I can give them to the generative model and it will create a work of art as if painted by a famous artist. Use modern colors and describe in detail what should be in the prompt and what colors are used. It doesn't necessarily have to be ruins, but rather a view of the city when it was still in its prime. Without your comments!
what dose follow pass midline in denver test mean?
Create a long detailed text about actress Jane Fonda with the following summary. The title of the video is"35 MOST HATED Hollywood Actresses Of 1960s". Stick to the information i give you and dont create new information. Focus only on the Subject name and there following Summary. Subject Name: [Jane Fonda] Summary: [Jane Fonda became a controversial figure of the 1960s due to her political activism, particularly her outspoken anti-war stance on the Vietnam War, which earned her backlash and admiration alike.]

            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.
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: 'Ive had Chrome for about a week now and was excited about it But everyday it crashes at least once a day Sorry but going back to Safari'
intention: bug report
review: 'i love it and so does my daughter just want more easier ways for fish bucks'
intention: feature request
review: 'Went to get my car refinanced and I went into shock The bank enlighten me that Credit Karma is 70 points higher All I can say is google Credit Karma and see the negative reports'
intention: other
User: 'Does the author's intention in this app review relate to a bug report or feature request or other?
review: 'I press   and  way more often than the letter q It deserves its own place 1 button for 3 common keys''
intention: '
Assistant:
Cookie: JSESSIONID=EAD0DE5747B877ACD45656A7BD; _sid_=""; authex-uattest_uniportal1_sticky=pro_mcls#cluster1_pekshcsitd32992.hihonor.io_8080:3; authex-uattest__sticky=pro_mcls#cluster1_10.68.178.147_80:3 分析一下
System: I will provide you with a textual user review of an Android app, aiming to categorize the reviews into specific intention classes:
pbr: state a concrete problem related to a software product or service
inq: asks for either new functionality, an improvement, or requests information for support
irr: it does not belong to problem reports or inquires
User: 'prompt:I will provide you with a textual user review of an Android app, aiming to categorize the reviews into specific intention classes:
pbr: state a concrete problem related to a software product or service
inq: asks for either new functionality, an improvement, or requests information for support
irr: it does not belong to problem reports or inquires
Does the author's intention in this app review relate to a pbr or inq or irr?
review: I know!! My contract is up in October, so I don't get it... #hateMyTeleCwithapassion'
intention: '
Assistant:
Send only season number from below text like 01, 02, 03.etc without any extra text.

IMG_0006.bmp