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.

Langue du texte source : anglais

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.

Langue du texte source : anglais

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.

Langue du texte source : anglais

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.

Langue du texte source : anglais

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.

Langue du texte source : anglais

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.

Langue du texte source : anglais

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.

Langue du texte source : anglais

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.

Langue du texte source : anglais

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.

Langue du texte source : anglais

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.

Langue du texte source : anglais

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.

Langue du texte source : anglais

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.

Langue du texte source : anglais

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.

Langue du texte source : anglais

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.

Langue du texte source : anglais

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.

Langue du texte source : anglais

python-pil-image-display-integration

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

Langue du texte source : anglais

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.

Langue du texte source : anglais

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.

Langue du texte source : anglais

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.

Langue du texte source : anglais

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.

Langue du texte source : anglais

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.

Langue du texte source : anglais

python-space-separated-quotes

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

Langue du texte source : anglais

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.

Langue du texte source : anglais

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…

Langue du texte source : anglais

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.

Langue du texte source : anglais

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.

Langue du texte source : anglais

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).

Langue du texte source : anglais

python-window-click-detection

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

Langue du texte source : anglais

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.

Langue du texte source : anglais

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.

Langue du texte source : anglais

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…

Langue du texte source : anglais

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.

Langue du texte source : anglais

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.

Langue du texte source : anglais

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.

Langue du texte source : anglais

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.

Langue du texte source : anglais

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.

Langue du texte source : anglais

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.

Langue du texte source : Plusieurs langues

raft-love-letter-generator

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

Langue du texte source : anglais

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.

Langue du texte source : anglais

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.

Langue du texte source : anglais