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chemtrain

Documentation Overview

Algorithms

Differentiable Trajectory Reweighting (DiffTRe)
Force Matching
Relative Entropy Minimization
Prior Simulation

Examples

DiffTRe: CG Water on Structural Data
Alanine Dipeptide in Implicit Water
Bottom-Up and Top-Down Training of Atomistic Titanium

Chemtrain

compose
- compose.mace_jax
- compose.utils
data
- data.preprocessing
- data.data_loaders
deploy
- deploy.exporter
- deploy.graphs
learn
quantity
ensemble
trainers
typing

chemtrain-deploy

Installation
Getting Started
API: Connector
Developer Information

Jax, M.D. Extensions

model
custom_electrostatics
custom_energy
- jax_md_mod.custom_energy.lorentz_berthelot
custom_interpolate
custom_partition
custom_quantity
custom_space
io

.rst

learn.probabilistic.mcmc_statistics

Contents

mcmc_statistics()

`learn.probabilistic.mcmc_statistics`#

mcmc_statistics(uq_predictions)[source]#

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learn.probabilistic.dropout_uq_predictions

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learn.probabilistic.validation_mae_params_fm

Contents

mcmc_statistics()

By Multiscale Modeling of Fluid Materials

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