The Prompt Library is an innovative tool offering a curated collection of free text, image, and video prompts across various domains. Designed for seamless execution on generative AI platforms like ChatGPT, Bard, Claude, and others, it’s a go-to resource for enhancing AI interactions and creativity.
| Prompt Name | Prompt | Type | Category | Actions |
|---|---|---|---|---|
| Optimizing Hyperparameters in Machine Learning Model | Act as a data scientist and code for me. I have trained a [MODEL DETAILS INCLUDING ALGORITHM, PROGRAMMING LANGUAGE]. Write the code to tune the hyperparameters. | Text | Hyperparameter Tuning, Model Optimization | |
| Automating Model Selection with TPOT for Prediction | Act as an automatic machine learning (AutoML) bot using TPOT. I am working on a model that predicts [TARGET VARIABLE NAME]. Write Python code to find the best classification model with the highest AUC score on the test set. | Text | AutoML, TPOT, Classification Model | |
| Time Series Analysis for Predictive Modeling | Act as a data scientist and code for me. I have a time series dataset [DESCRIBE DATASET] that I uploaded. Build a machine learning model that predicts [TARGET VARIABLE]. Use [TIME RANGE] for train and [TIME RANGE] for validating the model. | Text | Time Series Analysis, Machine Learning | |
| Building a Predictive Model from Dataset | Act as a data scientist and code for me. I have a dataset of [DESCRIBE DATASET] that I uploaded. Please build a machine learning model that predicts [TARGET VARIABLE]. | Text | Machine Learning, Data Analysis | |
| Condense Lengthy Texts and Speed Up Your Learning | Condense the following text into 300 words or fewer. Organize it into sections for each significant point, providing a short summary of that point. [insert text] | Text | Text Summarization | |
| Learn faster with the 80/20 principle | I am interested in [insert topic]. Share the most crucial 20% of insights about this subject that will help me grasp 80% of it. | Text | Learning | |
| Learn and cultivate any new skill | I wish to learn or enhance my skills in [insert desired skill]. I am starting from scratch. Plan a 30-day learning strategy that will assist a beginner like myself in acquiring and refining this skill. | Text | Learning | |
| Create Online Course Material | I am creating an online course about basic programming for beginners. Can you help me generate a syllabus and detailed lesson plans that cover fundamental concepts in an easy-to-understand manner? | Text | Learning |