Shapley Interactions and Shapley Values for Machine Learning

🎨 Diagram as Code for prototyping cloud system architectures

Research and development (R&D) is crucial for the enhancement of industrial productivity, especially in the AI era, where the core aspects of R&D are mainly focused on data and models. We are commi…

Merlion: A Machine Learning Framework for Time Series Intelligence

Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristi…

A debugging and profiling tool that can trace and visualize python code execution

🪄 Create rich visualizations with AI

Extended pickling support for Python objects

Large Concept Models: Language modeling in a sentence representation space

STUMPY is a powerful and scalable Python library for modern time series analysis

The first AI agent that builds permissionless integrations through reverse engineering platforms' internal APIs.

Code for Nature energy manuscript

Lightweight RPC using Redis

Code for "LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding", ACL 2024

Super simple build framework with fast, repeatable builds and an instantly familiar syntax – like Dockerfile and Makefile had a baby.

tracking papers, datasets, and models of "large language model (LLM) for time series"

Code and experiments for the paper, "A Change Detection Reality Check", Corley et al.

TSB-AD: Towards A Reliable Time-Series Anomaly Detection Benchmark

This is an open-source tool to assess and improve the trustworthiness of AI systems.

Open-source AI chatbot app that anonymizes personal information

Streamlit — A faster way to build and share data apps.

A multipurpose, easy-to-use Model Predictive Control design and simulation code

The open source repository for Electricity Maps App and data parsers that enables a real-time visualisation of the CO2 emissions of electricity consumption

LLM inference in C/C++

OO for LLMs

No-code ETL and data pipelines with AI and NLP

GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.

[AAAI 2024 Oral] AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models