cxcscmu/SkillLearnBench - Page 2

fixed-tensor-testing

Test ML functions with fixed input tensors for reproducibility.

nlp-project-setup

Set up Python environment for NLP and preference optimization projects.

pytorch-loss-implementation

Implement loss functions in PyTorch with proper tensor operations.

simpo-loss-function

Implement SimPO loss with length-normalized rewards and target margin.

python-docx

Programmatically read, modify, and create Word documents (.docx) with python-docx library

template-processing

Process templates with placeholder substitution and conditional sections

content-classification

Classify documents by subject using keyword matching and text analysis

document-organization-pipeline

End-to-end pipeline for extracting, classifying, and organizing documents by subject

docx-pptx-extraction

Extract text from DOCX and PPTX files for content analysis

file-organization

Organize files into target directories based on classification results

pdf-text-extraction

Extract text content from PDF files for analysis and classification

scala-adt-enums

Translating Python Enums and Protocols to Scala sealed traits and algebraic data types

scala-circe-json

Working with Circe JSON library in Scala for type-safe JSON processing

scala-collections-fp

Scala collections, iterators, and functional programming patterns for Python developers

scala-generics

Translating Python generic types, variance, and type bounds to Scala 2.13

scala-option-either

Translating Python's None/Optional to Scala's Option, Either, and Try types

calendar-scheduling-logic

Find available time slots in a calendar and schedule meetings while respecting constraints

datetime-formatting

Format dates and times according to specific requirements for meeting confirmations

meeting-request-parsing

Parse meeting request emails from JSON format and extract duration and time constraints

pdf-calendar-parsing

Extract calendar events, blocks, and time slots from PDF calendar files using pdfplumber

csv-data-handling

Loading and parsing CSV files with D3.js, data transformation, and handling missing values

d3-force-simulation

D3.js force simulation for creating interactive bubble charts with clustering, collision detection, and physics-based positioning

d3-fundamentals

Essential D3.js v6 concepts including selections, scales, SVG basics, and data binding for building interactive visualizations

d3-interactive-charts

D3.js techniques for tooltips, hover effects, click handlers, and cross-filtering between visualizations

data-matching

Matching observation data to simulation output with exact datetime and depth binning

fortran-namelist

Reading and modifying Fortran namelist configuration files for scientific models

glm-simulation

Running the General Lake Model (GLM) with configuration files and parameter calibration

model-calibration

Calculating RMSE metrics and parameter calibration for lake model validation

netcdf-processing

Reading, processing, and analyzing NetCDF output from lake simulation models

budget-management

Track and manage travel budget across accommodations, meals, and activities

data-filtering

Filter accommodations, restaurants, and attractions by travel requirements

data-loading

Load and parse CSV/TXT files from travel database for itinerary planning

route-planning

Plan multi-city road trip routes using distance matrices and constraints

ffmpeg-keyframe-extraction

Extract key frames (I-frames) from video files using FFmpeg to identify scene changes and important moments.

opencv-template-matching

Use OpenCV for image processing, grayscale conversion, and template matching to detect objects in images.

python-csv-generation

Generate structured CSV files from Python data using the csv module for tabular data export.

excel-lookup-functions

Master Excel lookup functions (VLOOKUP, HLOOKUP, INDEX/MATCH, XLOOKUP) for single and multiple criteria.

excel-statistical-formulas

Use Excel statistical functions for descriptive analysis including percentiles, weighted calculations, and data summaries.

excel-xlsx-skill

Use the xlsx skill tool to create, read, modify and analyze Excel spreadsheets with formulas and formatting.

xlsx-tool-operations

Common operations and patterns for using the xlsx skill tool to manipulate Excel files programmatically.