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 |
|---|---|---|---|---|
| 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 | |
| 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 | |
| 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 | |
| Interpreting Model Output with Shap Plots | Act as a data scientist and explain the model's results. I have trained a scikit-learn [ALGORITHM NAME] model and I would like to explain the output using a series of plots with Shap. Write the code. | Text | Shap, Scikit-Learn | |
| Explaining Machine Learning Models Using LIME | Act as a data scientist and explain the model's results. I have trained a scikit-learn [ALGORITHM NAME] model and I would like to explain the output using LIME. Write the code. | Text | LIME, Model Interpretability, Scikit-Learn | |
| Optimizing Python Pandas Code for Efficiency | Act as a Python code optimizer. Point out what's wrong with the following pandas code and optimize it? [INSERT CODE] | Text | Pandas Optimization, Python, Data Processing | |
| 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 | |
| Unit Test Writing for Function | Act as an expert programmer in [PROGRAMMING LANGUAGE]. Write unit tests for the function [FUNCTION NAME]? [INSERT INSTRUCTIONS, IF ANY] [INSERT CODE] | Text | Unit Testing, Quality Assurance, Programming | |
| Competitor Keyword Analysis for SEO | Provide me with the data in a tabular format listing down the top competitors for [TOPIC] and their URLs as if the list is curated by you as a keyword strategist. | Text | Competitor Analysis, SEO, Keyword Research, Digital Marketing, Business Strategy | |
| Promotional emails for marketing | Develop two promotional emails for a conference on digital marketing trends. Cover the following topics: emerging technology, automation, personalization, and data-driven decision-making. | Text | Marketing |