AI Agent Skills

Open-source framework for uncertainty and deep learning models in PyTorch 🌱

[IROS 2024] MPPI (Model Predictive Path-Integral) Controller for a Swerve Drive Robot

OpTaS: An optimization-based task specification library for trajectory optimization and model predictive control.

Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes

Performance analysis of predictive (alpha) stock factors

Retentioneering: product analytics, data-driven CJM optimization, marketing analytics, web analytics, transaction analytics, graph visualization, process mining, and beh…

Evaluate factual claims in AI-generated text and teach a lightweight verification habit. Use when a learner wants to fact-check an AI answer, identify uncertainty, choos…

Use when the user asks to "design an A/B test", "set up a creative/landing test", "run an incrementality test", or "is this result statistically and practically material…

Use when the user asks to "design an email A/B test", "set up a multivariate subject/CTA test", "run a send-time test", "build a hold-out group", or "is this email resul…

Under genuine uncertainty with no reliable forecast, inventory means, cap downside at affordable loss, act for commitments, and let goals emerge from controllable moves.

When provisioning, setting a limit, or committing an estimate under uncertainty, size a buffer to residual error and the cost of breach—not to the optimistic edge.

Use when requesting independent code review, after implementation slices, before merging high-risk work, or when verification exposes evidence, baseline, architecture, c…

[CVPR 2024 Highlight] GenAD: Generalized Predictive Model for Autonomous Driving

Sports sponsorship intelligence platform for World Cup match data, real-source text signals, ROI prediction, uncertainty analysis, and scenario recommendations.

Quantify uncertainty and sensitivities in your computer models with an industry-grade Monte Carlo library.

AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.