Education & Personal

Learning, teaching, personal workflows, health, hobbies, and lifestyle skills

skills in category: 2,399
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Showing 1,489–1,512 of 2,399 skills

Refine Instructions Into Single Line Llm PromptsATransforms raw user instructions into optimized, single-line prompts suitable for LLMs, acting as a prompt engineer.educationVotes: 0GitHub stars: 438
Refine Acceptance Criteria With Strict ConstraintsARefines acceptance criteria for software tickets by strictly adhering to the problem statement, excluding non-functional requirements (ease of use, error handling, accessibility), and structuring output into Acceptance Criteria and Validation Checkpoints.educationtestingperformanceVotes: 0GitHub stars: 438
Refactor React Select To React Select With Dark ThemeAMigrates a native HTML select dropdown to the react-select library, applying a black background theme and handling the onChange event signature difference.educationgoreactVotes: 0GitHub stars: 438
Refactor Globe Configuration To React PropsARefactor imperative three-globe configuration chains into a declarative React component using globe.gl that accepts visualization parameters as props.educationgoreactVotes: 0GitHub stars: 438
Refactor Decompiled C Code To C99ATransforms decompiled C code (e.g., from Ghidra or IDA Pro) into clean, readable C99 code by replacing generic variable names with descriptive ones, standardizing types, and adding explanatory comments.educationgorefactoringVotes: 0GitHub stars: 438
Redshift Osl Multi Color Pulsing ShaderAGenerates a Cinema 4D Redshift OSL shader for a multi-color pulsing effect, strictly adhering to Redshift metadata syntax and variable scope constraints.educationnodeVotes: 0GitHub stars: 438
Redshift Osl Shader Adaptation And DevelopmentADevelops, debugs, and adapts Open Shading Language (OSL) shaders specifically for Redshift in Cinema 4D. Ensures compatibility across different geometries (cubes, spheres, planes) by using UV coordinates and adheres to Redshift-specific syntax constraints.educationnodeVotes: 0GitHub stars: 438
React Flask Announce Media CrudAImplement a full-stack React and Flask solution for creating and updating 'annonce' entries with media. Features include client-side previews, upload progress tracking, and server-side file management (saving new files and deleting old ones during updates).educationgoreactVotes: 0GitHub stars: 438
React Concept Hierarchy DisplayARenders a selected concept with its parent and child relationships in a hierarchical layout using Ant Design components, emphasizing the selected concept.educationreactfrontendVotes: 0GitHub stars: 438
Rational Function Graphing AnalysisASystematically analyze a rational function to determine its domain, intercepts, asymptotes, and behavior across intervals to prepare for graphing.educationexpresstestingVotes: 0GitHub stars: 438
R Hierarchical Bayesian Mcmc ImplementationAGenerate complete R code for hierarchical Bayesian models using Gibbs/Metropolis sampling, strictly adhering to a user-provided template that includes initialization, sampling, convergence diagnostics (trace/ACF), multi-chain execution, thinning, and chain combination.educationVotes: 0GitHub stars: 438
Pytorch Moe Transformer Training With Custom Gelu And MetricsAConfigure and train a Mixture of Experts (MoE) Transformer model in PyTorch, implementing a custom GELU activation function, learning rate warmup, and comprehensive evaluation metrics (Precision, Recall, F1).educationpythonVotes: 0GitHub stars: 438
Pytorch Hard Negative Mining And Triplet Loss With Multi PositivAImplements PyTorch functions for hard negative mining and triplet loss calculation using cosine similarity, specifically handling scenarios where anchors have multiple positive samples and requiring mask-based operations.educationgogitVotes: 0GitHub stars: 438
Pytorch Dataset Chunking For Rnn TrainingAModifies PyTorch data preparation scripts for RNN/LSTM models to limit the dataset size by dividing it into chunks controlled by a hyperparameter, ensuring the first dimension of input/target tensors fits memory constraints.educationpythonVotes: 0GitHub stars: 438
Pytorch Configurable Transformer Training With Best Model CheckpAImplements a PyTorch Transformer model with configurable layer dimensions and attention masking, and a training loop that retains the best performing model based on validation loss.educationpythonangularVotes: 0GitHub stars: 438
Pytorch Cnn Image Classification ImplementationAImplement a CNN image classifier in PyTorch with specific architectural constraints (6 conv layers, residual connections), PyTorch-native data splitting, and code-heavy output.educationVotes: 0GitHub stars: 438
Python Pil Composite Autofit TextAGenerates a Python function using PIL to composite a masked overlay onto a background and render auto-fitting text. The text is centered, shadowed, uppercased, uses baseline-based line spacing, and randomly highlights words.educationpythonawsVotes: 0GitHub stars: 438
Python Tkinter Inference Gui With Model And Tokenizer SelectionACreate a user-friendly Python GUI using Tkinter that allows users to load a trained Keras model via a file explorer and select a tokenizer from a dropdown menu to perform text inference.educationpythonVotes: 0GitHub stars: 438
Python Sql Like Query Executor With Keyword ConversionAImplements a Python-based query executor that converts informal keywords to SQL commands, parses queries preserving string literals, and executes operations on pandas DataFrames.educationpythonsqlVotes: 0GitHub stars: 438
Python Roulette Color Probability PredictionAGenerate Python code using machine learning to predict the probability of specific colors (red, purple, yellow) in a roulette game based on historical data, and calculate the model's accuracy.educationpythongoVotes: 0GitHub stars: 438
Python Repl With Gpt Prompt FunctionASimulates a Python REPL environment that executes code silently and supports a custom `prompt()` function to access GPT capabilities for generating data structures or text.educationpythonVotes: 0GitHub stars: 438
Python Peg To Rust Ungrammar ConverterAConverts Python PEG grammar definitions into a Rust-like Ungrammar format, specifically optimizing for concise top-level structures while maintaining detailed pattern definitions and specific operator placement.educationpythonrustVotes: 0GitHub stars: 438
Python Mysql Daily Etl Update With Union LogicAGenerates Python scripts to perform daily ETL updates on MySQL databases, combining insert and update operations using UNION ALL logic and parameterized queries for security.educationpythonsqlVotes: 0GitHub stars: 438
Python Lexer In Rust With Indentation HandlingAImplement a simple Python lexer in Rust that tokenizes a subset of Python syntax, specifically handling indentation and dedentation logic using a stack to ensure correct block structure.educationpythonrustVotes: 0GitHub stars: 438