RxInfer SDK
Enterprise Bayesian Inference Platform
RxInfer is a probabilistic programming framework that enables organizations to make data-driven decisions with quantified uncertainty. Unlike traditional machine learning that gives you just an answer, RxInfer tells you how confident it is in that answer.
Intuitive and Powerful API
Implement advanced Bayesian inference with just a few lines of code. Our elegant API makes complex probabilistic models accessible to data scientists of all experience levels.
# Instantiate the client from rxinfer import RxInfer client = RxInfer("api-key")# Create a model from a collection of models model = client.models.create_model_instance({ "model_name": "drone-v1", })# Run real-time probabilistic inference result = client.models.run_inference(model.instance_id, { "data": { "observation": get_sensor_data(), } })# Learn from the data client.models.run_learning(model.instance_id, { "parameters": [ "mass", "inertia" ] })
1. Connect API
Initialize the client with your API key
2. Create Model
Select and configure your model
3. Plan
Run real-time inference
4. Learn
Enable continuous learning
RxInfer is Fast
Optimized for performance and scalability
Below is a benchmark comparison between RxInfer's message passing algorithm and Hamiltonian Monte Carlo (HMC) on a linear dynamical system. The benchmark measures time to convergence for inferring the posterior distribution. As shown, on this problem RxInfer's optimized message passing achieves 300x faster inference results compared to traditional HMC sampling.
Lightning Fast
Optimized message passing with industry-leading performance
Real-time Processing
Process data with minimal latency for time-critical applications
Resource Efficient
Optimized CPU and memory utilization reduces operational costs
How RxInfer Outperforms Traditional ML
See why leading organizations choose RxInfer over conventional machine learning approaches.
| Capability | RxInferAdvanced | Traditional MLBasic |
|---|---|---|
| Uncertainty Quantification | Complete probabilistic approach | Point estimates only |
| Adaptability | Continuous online learning | Static models |
| Interpretability | Transparent model reasoning | Black-box predictions |
| Data Efficiency | Works with limited data | Requires large datasets |
Reliable Predictions
RxInfer's advanced probabilistic models deliver more accurate and robust predictions in complex environments.
Faster Development
Develop and deploy models in a fraction of the time required by traditional machine learning approaches.
Lower Costs
Significantly reduce operational costs through more efficient algorithms and reduced computational requirements.
Key Capabilities
Harness the power of probabilistic AI to transform complex data into actionable insights with measurable confidence levels, driving better business outcomes across industries.
Enterprise Features
Industry-leading capabilities for demanding environments
Solution Ecosystem
Explore our complementary products designed to address specific industry challenges and extend RxInfer's capabilities across diverse application domains.
Online Adaptive Temporal Models
Stay ahead of evolving conditions with our adaptive learning system. Models continuously update to ensure predictions maintain accuracy as real-world situations change.
- Continuous learning capabilities
- Dynamic adaptation
- Real-time optimization
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Structure Learning
Let AI design your neural networks. Our automated search technology builds optimized models specifically tailored to your unique data patterns and business requirements.
- Automated architecture search
- Dataset-specific optimization
- Built-in validation
Adaptive Bayesian Solvers
Tackle complex differential equations with confidence. Our Bayesian approach delivers not just solutions, but comprehensive uncertainty quantification for every calculation.
- Uncertainty quantification
- Adaptive step control
- Parallel processing
Continuous Time Bayesian Inference
Master dynamic systems with our sophisticated probabilistic framework. Generate real-time insights and predictions for complex, continuously evolving scenarios.
- State estimation
- Real-time inference
- Advanced filtering
RxInfer SDK Pricing
Hobby
Free
Perfect for getting started with RxInfer SDK
- Two-week trial
- 1000 inference calls
- 20 learning calls
- Single agent
- Community forum support
- Unlimited inference calls
- Multiple agents
- Email support
- Data privacy and security
- Custom integrations
Enterprise
Request a Quote
For large organizations with custom needs
- Everything in Developer, plus
- Unlimited inference calls
- Custom model development
- Dedicated engineering
- Isolated infrastructure
- Data privacy and security
- Features requests and co-development
- Premium support
Elevate Your Organization with RxInfer
Join forward-thinking enterprises leveraging probabilistic programming to gain a competitive edge.
Start Today