Setup and installation of TRL (Transformer Reinforcement Learning) library with compatible torch/transformers versions. Use when setting up preference optimization training environments.
Langue du texte source : anglais
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Setup and installation of TRL (Transformer Reinforcement Learning) library with compatible torch/transformers versions. Use when setting up preference optimization training environments.
Langue du texte source : anglais
Handle {{IF_CONDITION}}...{{END_IF_CONDITION}} conditional blocks in Word templates — keep content and strip markers when true, remove entire block when false.
Langue du texte source : anglais
Robustly replace {{PLACEHOLDER}} tokens in Word documents, handling split runs across paragraphs, tables, headers, and footers.
Langue du texte source : anglais
Core python-docx usage for reading, modifying, and saving Word documents including paragraphs, runs, tables, headers, and footers.
Langue du texte source : anglais
Look up arxiv paper metadata (title, abstract, subject) from arxiv IDs to classify papers by topic without reading full PDFs.
Langue du texte source : anglais
Organize files into subject folders using keyword-based classification of titles and abstracts, with fallback to full text extraction.
Langue du texte source : anglais
Extract text from PDF files using pdfminer or PyMuPDF to read titles and abstracts for classification.
Langue du texte source : anglais
Implementing immutable fluent builder pattern in Scala as a translation of Python classes with method chaining, emphasizing immutability and type safety.
Langue du texte source : anglais
Using the circe library for JSON encoding, decoding, and manipulation in Scala as a replacement for Python's json module, covering the Json ADT, parsing, and path traversal.
Langue du texte source : anglais
Translating Python Enum classes to Scala sealed abstract classes or sealed traits with companion objects, preserving value fields and exhaustive pattern matching.
Langue du texte source : anglais
Parse meeting request emails to extract duration and time constraints, then find the earliest available time slot on a calendar.
Langue du texte source : anglais
Read input JSON files with email requests and write results.json with reply filenames and recipients.
Langue du texte source : anglais
Use PyMuPDF (fitz) to extract visual calendar blocks from a PDF, including color detection and pixel-to-time conversion.
Langue du texte source : anglais
Add a categorical color legend to a D3 chart using colored rectangles or circles with text labels, supporting both SVG-inline and HTML overlay styles.
Langue du texte source : anglais
Build a force-simulation bubble chart in D3.js v6 where bubbles are sized by a numeric value, colored by category, and clustered by category using forceX/forceY. Covers deterministic layout, collision, and tick-based settling.
Langue du texte source : anglais
Build a sortable, highlightable HTML data table linked to a D3 chart so clicking a chart element highlights the matching table row and vice versa.
Langue du texte source : anglais
Calibrating GLM parameters (Kw, coef_mix_hyp, wind_factor, lw_factor, ch) to minimize RMSE against field observations.
Langue du texte source : anglais
Running the General Lake Model (GLM3) for lake temperature simulation, including configuration file structure and execution.
Langue du texte source : anglais
Extracting and analyzing GLM NetCDF output to compute RMSE against field observations using exact datetime+depth matching.
Langue du texte source : anglais
How to structure and write a valid travel itinerary JSON file matching the required schema for /app/output/itinerary.json.
Langue du texte source : anglais
How to query and filter travel itinerary datasets (restaurants, accommodations, attractions, distances) to build constraint-satisfying travel plans.
Langue du texte source : anglais
Extract I-frame keyframes from video files using FFmpeg command line, saving them as numbered PNG images.
Langue du texte source : anglais
Count occurrences of a template object in an image using OpenCV template matching with NMS.
Langue du texte source : anglais
Convert images to grayscale in-place using Pillow (PIL), overwriting original RGB files.
Langue du texte source : anglais
Using INDEX&MATCH (single and dual condition) for dynamic lookups across rows and columns in Excel, including cross-sheet references.
Langue du texte source : anglais
Editing Excel files with openpyxl to insert formulas while preserving all existing formatting, styles, colors, and structure.
Langue du texte source : anglais
Calculating GDP-weighted means and other weighted statistics in Excel using SUMPRODUCT, including net exports as percent of GDP.
Langue du texte source : anglais
Guidelines for applying strict brand color palettes and minimalist technical design standards to generated imagery.
Langue du texte source : anglais
Standardized structure for branding metadata in engineering documentation.
Langue du texte source : anglais
Guidelines and structures for composing classical Chinese poetry, specifically seven-character regulated verse (Qi-Yan Lu-Shi).
Langue du texte source : anglais
Provides guidelines for filling out PDF forms using programming tools.
Langue du texte source : anglais
Greedy matching of centroid points to expert annotations based on standard Euclidean distance.
Langue du texte source : anglais
Implements DBSCAN with a weighted Euclidean distance metric.
Langue du texte source : anglais
Identifying the Pareto frontier in multi-objective optimization.
Langue du texte source : anglais
Creating structured CSV reports for security findings.
Langue du texte source : anglais
Performing offline security audits on package-lock.json files using Trivy.
Langue du texte source : anglais
Provides foundational techniques for loading, projecting, and manipulating geospatial datasets using GeoPandas.
Langue du texte source : anglais
Provides techniques for performing spatial operations like joins, contains, and distance calculations to identify relations between geographic features.
Langue du texte source : anglais
Provides strategies for traversing and filtering hierarchical JSON datasets stored in flat files.
Langue du texte source : anglais
Provides utility functions for reading, manipulating, and writing JSON data structures efficiently in Python.
Langue du texte source : anglais