make any model uncertainty-aware

Build, advance, deploy reliable AI.

Themis AI makes any ML model uncertainty-aware with a single line of code, automatically empowering it to provide reliable results.

Work with us

Make any ML model uncertainty-aware with a single line of code.

import torch 
import capsa_torch

_model = Model()

# Wrap your model
model = capsa_torch.wrapper(_model)

# Your model is now uncertainty-aware
pred, risk = model(input, return_risk=True)

Copy

import tensorflow as tf 
import capsa_tf

# Add a decorator
@capsa_tf.Wrapper()
@tf.function
def model(...):
    ...

# Your model is now uncertainty-aware
pred, risk = model(input, return_risk=True)

Capsa, our proprietary technology, is the first uncertainty estimation library built to be compatible with any ML model, seamlessly working in a matter of seconds at any stage of development. Capsa allows any ML model to recognize when it’s delivering unreliable outputs, ensuring consistent high-quality results.

import torch import capsa_torch _model = Model () model = capsa_torch.wrapper (_model) pred, risk = model (input, return_risk=True) import tensorflow as tf import capsa_tf @capsa_tf.Wrapper () @tf. function def model (...): pred, risk = model (input, return_risk=True)

import tensorflow as tf import capsa_tf @capsa_tf.Wrapper () @tf. function def model (...): pred, risk = model (input, return_risk=True) import torch import capsa_torch _model = Model () model = capsa_torch.wrapper (_model) pred, risk = model (input, return_risk=True)