ReactiveBayes @ReactiveBayes

Open-source | Reactive & Scalable Bayesian Inference | Efficient probabilistic modeling with @JuliaLanguage. rxinfer.com Eindhoven, the Netherlands Joined March 2024

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Wouter Nuijten @wouterwln

a week ago

In Active Inference, a lot of time is spent on computing Expected Free Energy. What if we could tweak the generative model such that EFE can be minimised with traditional variational inference methods?

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ReactiveBayes @ReactiveBayes

4 weeks ago

🧠 We hooked LLMs into Bayesian inference in 30 minutes ChatGPT as a native node in message-passing. Working sentiment clustering with uncertainty quantification. 📖 Notebook: examples.rxinfer.com/categories/exp… #BayesianInference #LLM

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Lazy Dynamics @LazyDynamics

3 months ago

rxinfer.com can be powerful for robotics - but requires deep probabilistic programming knowledge. What if there was a simpler way? LLM → RxInfer → Robotics = 𝗖𝘂𝗿𝘀𝗼𝗿 𝗳𝗼𝗿 𝗿𝗼𝗯𝗼𝘁𝗶𝗰𝘀? #RxInfer #Robotics #LLM #CursorForRobotics #AIRobotics

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ReactiveBayes @ReactiveBayes

3 months ago

Check out our DeepWiki page - it looks pretty accurate! deepwiki.com/ReactiveBayes/… Thanks to @cognition_labs!

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ReactiveBayes @ReactiveBayes

3 months ago

🎯 New Contextual Multi-Armed Bandits example in RxInferExamples.jl! Fresh take using message passing inference. No MCMC, no hyperparameters - just principled decision making. examples.rxinfer.com/categories/bas… #BayesianML #JuliaLang #RxInfer

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Kevin Patrick Murphy @sirbayes

4 months ago

100%.

John Carmack @ID_AA_Carmack

4 months ago

100%. https://t.co/1AFdwXiPbS

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Lazy Dynamics @LazyDynamics

4 months ago

🚀Behind the scenes at Lazy Dynamics: We are working on Cortex, our future reactive message-passing backend for RxInfer! Designed for fast, reliable, and asynchronous probabilistic inference on edge devices. Ideal for robotics, audio processing, and more. github.com/ReactiveBayes/…

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ReactiveBayes @ReactiveBayes

4 months ago

That is 🤯

Lazy Dynamics @LazyDynamics

4 months ago

That is 🤯

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ReactiveBayes @ReactiveBayes

4 months ago

Probabilistic modeling in Julia just got smoother. With RxInfer + GraphPPL, you write models like regular code — loops, functions, submodels — and it handles the inference under the hood. From simple regressions to massive hierarchies. Check it out 👇 examples.rxinfer.com

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Lazy Dynamics @LazyDynamics

4 months ago

LLMs were a leap — but the next gen of AI won’t just generate. It will adapt in real-time. At Lazy Dynamics, we’re building reactive AI with RxInfer: real-time Bayesian inference for uncertain, dynamic environments. The future of AI is reactive. #EdgeAI #Bayesian #RxInfer #AI

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ReactiveBayes @ReactiveBayes

4 months ago

Thanks to @LazyDynamics for open-sourcing latent vector autoregressive model for RxInfer! Handles 20 5th-order AR processes, 2000 noisy obs, and 50-step predictions in 3s. 🔗examples.rxinfer.com/categories/exp… #ProbabilisticProgramming #OpenSource #RxInfer

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Bert de Vries @bertdv0

5 months ago

New paper alert! Active Inference (AIF) agents score policy candidates using a cost function called the Expected Free Energy (EFE), which has many desirable features, such as a parameter-free balance between information-seeking and goal-driven behavior. (1/4)

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Lazy Dynamics @LazyDynamics

5 months ago

Dutch weather doesn’t play nice—gusty, wet, unpredictable. But our drone doesn’t mind. With RxInferPro lazydynamics.com/products, it adapts to wind on the fly, no precomputed model, just real-time Bayesian inference. Talk to us if you're interested. #RxInfer #Robotics #BayesianAI

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ReactiveBayes @ReactiveBayes

5 months ago

New in RxInfer.jl: @LazyDynamics contributed a Bayesian Networks example! Who knew these skeleton diagrams were still in demand? 😏 See how our factor graph framework handles the classic Sprinkler Model when you're ready to move beyond BNs. examples.rxinfer.com/categories/bas…

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Lazy Dynamics @LazyDynamics

5 months ago

Bayesian Inference in the browser? Yup. With new RxInfer TypeScript SDK, enabling real-time, client-side probabilistic reasoning. Think: adaptive UIs, privacy-first personalization and more. Interested in bringing Bayesian intelligence to the frontend? Let's talk. #RxInfer #WebAI

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Lazy Dynamics @LazyDynamics

5 months ago

Real-time Bayesian planning for robotics, powered by our RxInfer SDK. Watch a drone dodge moving obstacles—live. Fast. Adaptive. Edge-ready. We’re partnering with robotics teams—DM us. #Robotics #BayesianInference #RxInfer

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ReactiveBayes @ReactiveBayes

5 months ago

@LazyDynamics just dropped a Python SDK for RxInferServer — call RxInfer models from Python, fast. Modeling in Python? Not yet. But this is a big first step. Check the example lazydynamics.github.io/RxInferClient.… Based on RxInferServer server.rxinfer.com/dev/

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Lazy Dynamics @LazyDynamics

5 months ago

🚨Big news! @LazyDynamics' RxInfer SDK revolutionizes planning in uncertain environments. Our inference engine gives your business the edge with incomplete information. Visit lazydynamics.com to see why companies implement in days what used to take months!