Popular GitHub Repositories for Efficiency Calculation

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals.

KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge bases. It can effectively overcome the shortcomings of the traditional RAG vector similarity calculation model.

??Maximize your efficiency and productivity, support for English,中文,Espa?ol,???????. 让生产力加倍的AI快捷指令。更有效地定制、保存和分享自己的提示词。在提示词分享社区中，轻松找到适用于不同场景的指令。

Supercharge Your Model Training

?? Lobe theme - The modern theme for stable diffusion webui, exquisite interface design, highly customizable UI, and efficiency boosting features.

Fully functional Pokerbot that works on PartyPoker, PokerStars and GGPoker, scraping tables with Open-CV (adaptable via gui) or neural network and making decisions based on a genetic algorithm and montecarlo simulation for poker equity calculation. Binaries can be downloaded with this link:

High-efficiency floating-point neural network inference operators for mobile, server, and Web

FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai

This is a collection of our NAS and Vision Transformer work.

Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

similarity: Text similarity calculation Toolkit for Java. 文本相似度计算工具包，java编写，可用于文本相似度计算、情感分析等任务，开箱即用。

Rigourous evaluation of LLM-synthesized code - NeurIPS 2023 & COLM 2024

AutoGroq is a groundbreaking tool that revolutionizes the way users interact with Autogen? and other AI assistants. By dynamically generating tailored teams of AI agents based on your project requirements, AutoGroq eliminates the need for manual configuration and allows you to tackle any question, problem, or project with ease and efficiency.

High-performance inference framework for large language models, focusing on efficiency, flexibility, and availability.

PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022]

HugeCTR is a high efficiency GPU framework designed for Click-Through-Rate (CTR) estimating training

Unsupervised text tokenizer focused on computational efficiency

Similarities: a toolkit for similarity calculation and semantic search. 相似度计算、匹配搜索工具包，支持亿级数据文搜文、文搜图、图搜图，python3开发，开箱即用。

Texas holdem OpenAi gym poker environment with reinforcement learning based on keras-rl. Includes virtual rendering and montecarlo for equity calculation.