cot

The first open-source Artificial Narrow Intelligence generalist agentic framework Computer-Using-Agent that fully operates graphical-user-interfaces (GUIs) by using only natural language. Uses Visualization-of-Thought and Chain-of-Thought reasoning to elicit spatial reasoning and perception, emulates, plans and simulates synthetic HID interactions.

Situational Awareness Server compatible with TAK clients

[NeurIPS 2025 spotlight] Official implementation for "FutureSightDrive: Thinking Visually with Spatio-Temporal CoT for Autonomous Driving"

PyTAK is a Python package for rapid Team Awareness Kit (TAK) integration.

[ICLR 2026] Uni-CoT: Towards Unified Chain-of-Thought Reasoning Across Text and Vision

cot_reports is a Python library for fetching the Commitments of Trader reports of the Commodity Futures Trading Commission (CFTC). The following COT reports are supported: Legacy Futures-only, Legacy Futures-and-Options Combined, Supplemental Futures-and-Options Combined, Disaggregated Futures-only, Disaggregated Futures-and-Options Combined, Tr…

Display Aircraft in TAK - ADS-B to TAK Gateway

[ACL 2025] The code repository for "Mitigating Visual Forgetting via Take-along Visual Conditioning for Multi-modal Long CoT Reasoning" in PyTorch.

Lean implementation of various multi-agent LLM methods, including Iteration of Thought (IoT)

Syzygy-of-thoughts

Official repository for "CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation"

[ICLR 2026] This is an early exploration to introduce Interleaving Reasoning to Text-to-image Generation field and achieve the SoTA benchmark performance. It also significantly improves the quality, fine-grained details and aesthetic aspects of generated images.

🐧 Unify-Agent: An end-to-end unified multimodal agent for faithful, knowledge-grounded image generation.

🩻 NV-Reason-CXR-3B is a specialized vision-language model designed for medical reasoning and interpretation of chest X-ray images.

aprscot - APRS to TAK Gateway.

Display Ships in TAK - AIS to TAK Gateway

Display Aircraft in TAK

[NIPS 2025] Chiron-o1: Igniting Multimodal Large Language Models towards Generalizable Medical Reasoning via Mentor-Intern Collaborative Search

Garmin inReach to Cursor on Target (CoT) Gateway, for TAK Products.

Agent学习笔记。