llm-analysis

Quantifying prompt quality using information theory: entropy and mutual information analysis of 1,800 LLM generations

An RL environment where an LLM agent learns to curate talking-head video clips for AV LoRA training. No labels exposed, rewards only.

Real-time supply chain monitoring for Python and NPM ecosystems with LLM/AI-powered diff analysis.

LLM 驱动的 A 股分析系统参考 Fork，聚合行情、新闻、决策面板与多渠道推送。

Comparative tool for critical code studies and other methods for comparative analysis of LLM output.

(ACL 2026 Main) LLMSurgeon recovers the pretraining data mixture of any LLM from only its generated text — no weights, no training data. A calibrated domain classifier plus label-shift correction de-blurs biased predictions. Ships with LLMScan, a benchmark on 8 open-source LLMs.

Stock Analysis Dashboard featuring Risk, Fundamental, Sentiment, and Technical analysis, plus AI-powered insights with a rating score, summary table, overall evaluation, and detailed breakdown of each analysis type.

lawhead-extractor parses legal headlines, extracting parties, claim type and outcome using an LLM with pattern matching for accuracy.

A new package that takes user-provided text (such as a blog post title or a short article snippet) and generates a structured summary highlighting key advantages or claims. It uses an LLM to analyze t

A new package would process user complaints or descriptions about logging systems, extracting structured insights such as common pain points, root causes, or improvement suggestions. It uses an LLM to

📊 Explore how Shannon entropy and mutual information can quantify prompt quality in generative AI systems across various temperature settings.

A Python-based tool for comparing translated .docx documents against their original versions. It highlights differences, calculates similarity metrics, and generates detailed comparison reports, including suggested corrections.

Local Web App to pick a hero for Marvel Rivals by using llm analysis. Made by Claude Code

playwright reports serving, llm analysis and tracking

A Python CLI tool that collects and analyzes Discourse forum discussions using Claude AI to identify common problems, categorize issues by severity, and provide natural language querying of forum insights.

Python-based RegTech tool for automated KYB/KYC, negative news screening, and domain risk assessment.

Analyse, Interpret and Visualise JPL/NASA NEO Data in 3D and using Ollama LLM

A toolkit that crawls job boards (starting with ITviec) to analyze tech trends and extract key skills for specific roles from real job data.

AI Text Slop: A Quantitative Study of Stylistic Convergence Across Six Language Models in Japanese Technical Writing

A framework for analyzing Large Language Model (LLM) performance through Quantized PSA and structured weight pruning experiments