Popular GitHub Repositories for Cognitive Complexity

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

Reliable LLM Memory for AI Applications and AI Agents

Simple and Distributed Machine Learning

Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.

Python package for easily interfacing with chat apps, with robust features and minimal code complexity.

List of language agents based on paper "Cognitive Architectures for Language Agents"

Microsoft Text-to-Speech API sample code in several languages, part of Cognitive Services.

Chat and Ask on your own data. Accelerator to quickly upload your own enterprise data and use OpenAI services to chat to that uploaded data and ask questions

Transformer based on a variant of attention that is linear complexity in respect to sequence length

A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure Cognitive Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.

Azure OpenAI (demos, documentation, accelerators).

Language, Knowledge, Cognition

workshop materials to build intelligent solutions on Open AI

AAAI 2024 Papers: Explore a comprehensive collection of innovative research papers presented at one of the premier artificial intelligence conferences. Seamlessly integrate code implementations for better understanding. ? experience the forefront of progress in artificial intelligence with this repository!

Project Page For "Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement"

Source code and dataset for ACL 2019 paper "Cognitive Graph for Multi-Hop Reading Comprehension at Scale"

Vision AI Solution Accelerator

Make Azure natural TTS voices accessible to any SAPI 5-compatible application.

? Research Framework for Single and Multi-Players ? Multi-Arms Bandits (MAB) Algorithms, implementing all the state-of-the-art algorithms for single-player (UCB, KL-UCB, Thompson...) and multi-player (MusicalChair, MEGA, rhoRand, MCTop/RandTopM etc).. Available on PyPI: https://pypi.org/project/SMPyBandits/ and documentation on

Code Examples used by the Quickstarts in the Cognitive Services Documentation