Repository History
354 repositories tagged with Python
Judgy: Correcting LLM Judge Bias for Reliable AI Model Evaluation
Judgy is a Python package designed to improve the reliability of evaluations performed by LLM-as-Judges. It provides tools to estimate the true success rate of a system by correcting for LLM judge bias and generating confidence intervals through bootstrapping. This helps ensure more accurate and trustworthy assessments of AI model performance.
LAM: Large Avatar Model for One-shot Animatable Gaussian Head
LAM is a cutting-edge project that enables the creation of ultra-realistic, animatable 3D avatars from just a single image in seconds. Leveraging advanced Gaussian Head technology, it offers super-fast cross-platform rendering and a low-latency SDK for real-time interactive chatting. This innovative model is set to be presented at SIGGRAPH 2025.
Tabby Web: An SSH, Telnet, and Serial Client in Your Browser
Tabby Web transforms the powerful Tabby Terminal into a web application, offering SSH, Telnet, and Serial client capabilities directly in your browser. It also provides a configuration sync service for the Tabby app, making it a versatile tool for remote access and management.
Box: Python Dictionaries with Advanced Dot Notation Access
Box is a powerful Python library that enhances standard dictionaries with advanced dot notation access. It acts as a near-transparent drop-in replacement, automatically converting nested dictionaries and lists for recursive attribute-style access. This makes working with complex data structures significantly more intuitive and efficient.
GenerativeAICourse: A Comprehensive Hands-On Generative AI Engineering Course
This repository offers a comprehensive, hands-on Generative AI course, starting from fundamental AI concepts to building production-grade applications. It focuses on AI engineering, covering topics like LLMs, RAG, AI agents, and prompt engineering with practical tutorials. The course aims to equip learners with the skills needed to build real-world AI solutions.
Gunnery: Web-Based Remote Task Execution for Distributed Systems
Gunnery is a powerful web-based tool designed for remote task execution across distributed systems. It simplifies the management of repetitive commands like clearing caches, restarting services, and backups, allowing users to perform these actions from a browser or smartphone. With features like secure execution, user notifications, and a robust permission system, Gunnery streamlines operations for multi-server applications.
DataScienceInteractivePython: Interactive Dashboards for Learning Data Science
DataScienceInteractivePython is a GitHub repository by Professor Michael Pyrcz, offering interactive Python dashboards designed to simplify the learning process for data science concepts. It provides hands-on tools for students and enthusiasts to explore statistics, models, and theoretical concepts through engaging, interactive examples. This resource aims to remove barriers to education by allowing users to experiment with data analytics and machine learning in real-time.
llm-consortium: Orchestrating Multiple LLMs for Consensus and Refinement
llm-consortium is a powerful plugin for the `llm` package, designed to enhance problem-solving by orchestrating multiple large language models. It implements a parallel reasoning method that iteratively refines responses and achieves consensus through structured dialogue, evaluation, and arbitration. This system leverages the collective intelligence of diverse LLMs to tackle complex problems more effectively.
Trae Agent: An LLM-Based Agent for General Software Engineering Tasks
Trae Agent is an LLM-based agent designed for general-purpose software engineering tasks, offering a powerful CLI interface that understands natural language instructions. It enables complex software engineering workflows using various tools and LLM providers, featuring a transparent, modular, and research-friendly architecture. This project is ideal for studying AI agent architectures and developing novel agent capabilities.
multiresolution-time-series-transformer: Long-term Forecasting with MTST
This repository provides a PyTorch implementation of the Multi-Resolution Time-Series Transformer (MTST) for long-term forecasting. Based on the Zhang et al. (2024) paper, MTST processes temporal data at different resolutions to effectively capture both short-term and long-term patterns. It offers a flexible and robust solution for advanced time series prediction tasks.
Open NotebookLM: Convert PDFs into Personalized Podcast Episodes
Open NotebookLM is an innovative open-source project that transforms any PDF document into an engaging podcast episode. Inspired by NotebookLM, it leverages powerful LLMs and text-to-speech models to generate natural dialogue from your documents. This tool provides a unique way to consume information, making learning and content absorption more accessible and enjoyable.
PPS-Ctrl: Controllable Sim-to-Real Translation for Colonoscopy Depth Estimation
PPS-Ctrl is an innovative image translation framework designed for controllable sim-to-real translation in colonoscopy depth estimation. It leverages Stable Diffusion and ControlNet, guided by a unique Per-Pixel Shading (PPS) map. This approach provides a physics-informed structural prior, enhancing texture realism and structure preservation in medical imaging applications.