ECNU-ICALK/AutoSkill - Page 72

python-code-generation-with-blackbox-apis

Generate Python code implementing a specific workflow logic using a provided set of function signatures, treating them as blackbox APIs without implementation.

python-code-refactoring-without-quotation-marks

Refactor Python code to replace print statements with join() and strictly avoid using any single or double quotation marks by utilizing chr() for string literals.

python-code-simulation-with-result-markers

Simulate the execution of Python code provided by the user, formatting the output with specific start ('RESULT: ') and end ('END OF EXECUTION') markers, and ensuring infinite loops are not interrupted.

python-csv-batch-processing-and-date-transformation

Generates Python code using pandas to batch process CSV files, including deleting columns, converting date formats to Year.Month, enforcing UTF-8 encoding, and adding process completion markers.

python-docx-tamil-text-with-custom-ttf-font

Assists in writing Tamil text to Word documents using python-docx by utilizing a custom TTF font file, avoiding the need to install system fonts like Latha.

python-excel-consolidation-with-multi-row-headers-and-splitting

Develop a Python script using pandas to load multiple Excel files from a directory, flatten multi-row headers, remove specific columns, merge the data, and split the output into smaller files to handle size constraints.

python-factorial-string-generator

Creates a Python program with a `factorial` function that calculates the factorial of an integer and returns a string showing the calculation steps (e.g., '4x3x2x1 = 24'). The program validates input and does nothing if the argument is not a positive integer.

python-image-downsampling-with-color-voting

Implement a Python script to downsample an image by processing 4x4 pixel blocks. Each pixel in a block votes for the closest color in a colormap, and the block is filled with the most voted color.

python-jwt-authenticated-post-request

Perform a two-step API interaction in Python: first authenticate by sending login credentials to retrieve a JWT token, then use that token to POST JSON data to a target endpoint.

python-logfile-context-manager-with-specific-format

Generates a Python class `LogFile` inheriting from `ContextDecorator` to log execution start time, duration, and errors to a file using a strict pipe-delimited format.

python-luhn-valid-card-number-enumerator

Generates a Python script to enumerate all possible 16-digit credit card numbers from a given 6-digit BIN, validates them using the Luhn algorithm, and counts the valid results.

python-oop-senior-level-interview-trainer

Provides concise, bullet-pointed explanations of technical concepts (specifically OOP) tailored for senior engineers, emphasizing Python-specific implementations and nuances for interview preparation.

python-opencv-white-rectangular-sticker-detection

Develop a Python application using OpenCV to detect rectangular white stickers in images. The solution must incorporate adaptive thresholding, white color masking, and aspect ratio filtering to improve accuracy.

python-pandas-conditional-column-transformation

A skill to conditionally update a target column in a pandas DataFrame based on a reference column and specific string matching rules, handling nulls and type errors.

python-password-validation-script

Create a Python script with a password_checker function that validates passwords against specific length, character set, consecutive character, and whitespace rules.

python-pil-image-display-integration

Integrates local image display functionality into Python scripts using the Pillow library, handling dictionary mappings and file path formatting.

python-regex-number-extraction-non-negative-range-aware

Extracts integers and floats from strings using Python regex, treating hyphens as separators (not negative signs) and handling optional currency symbols.

python-robot-simulation-code-generation

Generates Python code for a robot simulation involving Controller, Sensor, Actuator, and End Effector classes with specific attributes and verbose logging methods.

python-script-to-loop-audio-and-save-as-wav

Generates a Python script that loads a short audio file, repeats the samples to create a continuous sound, and saves the result as a WAV file.

python-script-to-merge-csvs-to-excel-with-rowcolumn-removal

Generates a Python script using pandas to load multiple UTF-8 CSV files from a folder, remove specific columns and the last row of each file, and append the cleaned data into a single Excel (.xlsx) file.

python-script-to-split-csv-first-column-using-pandas

Generates a Python script using pandas to iterate through CSV files in a directory, split the first column into multiple columns based on a comma delimiter, and save the result.

python-space-separated-quotes

Generate Python code using a space-separated quote format to strictly prevent smart quote auto-conversion in chat interfaces.

python-telethon-sequential-list-reply-bot

Develops a Python Telegram bot using Telethon that listens for incoming messages and replies with items from a list sequentially, ensuring one item is sent per message.

python-text-file-analysis-script

Generates a Python 3 script using `def` functions to analyze a text file. It reads a file from the command line, identifies the most common non-whitespace letter, calculates the percentage of the word 'the' (handling punctuation), and writes the first ten…

python-tkinter-ccsds-packet-viewer

Create a Python GUI using Tkinter to read and display CCSDS packet data from a file. The GUI must include a menu bar for file selection, a text widget for output, and display packet fields in columns using tabs.

python-trading-signal-generator-no-ta-lib

Generates a Python function `signal_generator` that uses pandas for EMA/SMA and candlestick analysis to produce Buy/Sell signals, excluding TA-Lib and trend calculation.

python-trend-analysis-code-generator

Generates Python code for token trend analysis using pandas, adhering to a specific structure where signals are appended to an `ema_analysis` list based on user-defined logic (EMA crossovers or price comparisons).

python-window-click-detection

Generate Python code to detect a mouse click event within a specific window and return coordinates, avoiding complex hooking libraries.

pytorch-accuracy-calculation-conversion-crossentropy-to-mse

Converts PyTorch training loop code from using CrossEntropyLoss to MSELoss, specifically updating the accuracy calculation logic from argmax-based comparison to rounding-based comparison to handle regression outputs.

pytorch-character-level-text-to-tensor-conversion

Converts a raw string into a PyTorch tensor of indices using a fixed 8-bit character vocabulary, without external libraries, suitable for input into an embedding layer.

pytorch-classification-for-variable-length-1d-arrays

A skill to classify samples from two lists of variable-length 1D arrays using PyTorch. It includes specific preprocessing rules for truncation and zero-padding, handles imbalanced datasets via resampling, and enforces specific evaluation metrics including…

pytorch-csv-image-data-loading-and-vgg-training

Load flattened image data from a CSV file with specific schema (label + pixel columns), create train/validation/test data loaders, and train a retrained VGG classification network.

qliksense-join-filter-date-calc

Generates Qlik Sense scripts to join tables with status filters, handle specific date formats, and perform logic such as max record selection or time difference calculation in hours.

qualitative-theme-section-write-up-generator

Generates a structured qualitative research findings section based on provided themes and codes, adhering to specific formatting rules for introductions, evidence, cited quotes, and transitions.

r-clinical-data-grouping-logic

Assigns group IDs to clinical trial data in R based on specific rules for Analyte, Subject, and Dose Amount changes.

r-hierarchical-clustering-and-visual-validation

Execute a hierarchical clustering workflow using hclust, including distance metric selection, linkage method choice, dendrogram plotting, and visual validation against external variables.

r-openxlsx-export-na-as-empty-preserving-numeric

Export R data frames to Excel using openxlsx ensuring NA values appear as empty cells while preserving numeric data types.

Source text: Mixed languages

raft-love-letter-generator

Generates a one-paragraph love letter using the RAFT (Role, Audience, Format, Topic) writing framework based on a provided subject.

random-number-sequence-generator

Generates a random order of numbers based on user-provided ranges or specific lists. Expands ranges (e.g., '2-5') and shuffles the complete set.

react-code-refactoring-with-eslint-rules

Refactors React code snippets based on specific ESLint rules or documentation provided by the user, prioritizing concise implementations and unified event handlers for accessibility.