Implementation of Unconstrained Monotonic Neural Network and the related experiments. These architectures are particularly useful for modelling monotonic transformations in normalizing flows.
☆127Dec 7, 2025Updated 3 months ago
Alternatives and similar repositories for UMNN
Users that are interested in UMNN are comparing it to the libraries listed below
Sorting:
- Extension to multivariate unconstrained monotonic functions.☆12Feb 7, 2020Updated 6 years ago
- This repository offers an implementation of some common architectures for normalizing flows.☆13Dec 7, 2025Updated 3 months ago
- ☆29Dec 21, 2022Updated 3 years ago
- Combining smooth constraint for building DAG with normalizing flow in order to replace autoregressive transformations while keeping tract…☆47Sep 21, 2023Updated 2 years ago
- Counterexample-Guided Learning of Monotonic Networks☆18May 19, 2022Updated 3 years ago
- Differentiable programming on quantum circuits with Flux☆19Feb 12, 2020Updated 6 years ago
- Quantum GAN algorithm based on MPS, realized by Julia.☆11Apr 5, 2019Updated 6 years ago
- Python package to heuristically solve optimization problems on quasi-2d lattices using approximate tensor network contractions.☆12Sep 24, 2021Updated 4 years ago
- A projector QMC implementation of the transverse field Ising model☆11Oct 6, 2020Updated 5 years ago
- A package for creating a matrix product state (MPS) from a free fermion (Gaussian) state.☆10Dec 6, 2021Updated 4 years ago
- DQV-Learning: a novel faster synchronous Deep Reinforcement Learning algorithm☆24Feb 15, 2023Updated 3 years ago
- A public repository for our paper, Rao-Blackwellized Stochastic Gradients for Discrete Distributions☆22May 5, 2019Updated 6 years ago
- ☆14Aug 10, 2019Updated 6 years ago
- Code for Hutch++: Optimal Stochastic Trace Estimation☆13Aug 30, 2021Updated 4 years ago
- Code for the paper Recurrent Machines for Likelihood-Free Inference☆15Feb 1, 2019Updated 7 years ago
- Convert Yao circuit to OMEinsum (tensor network) contraction.☆14Aug 11, 2024Updated last year
- Initial attempts at a package for defining many body systems in both quantum and statistical physics☆13May 31, 2021Updated 4 years ago
- A Julia code for performing variational Monte Carlo (VMC) simulations of determinantal wave functions☆15Nov 16, 2017Updated 8 years ago
- PowerBiMIP is an open-source, efficient bilevel mixed-integer programming (BiMIP) solver, with a special focus on applications in power a…☆34Updated this week
- Differential Programming and Natural Evolutationary Strategies optimization algorithms for transport Majorana Zero Modes.☆14Nov 27, 2020Updated 5 years ago
- Official implementation of the paper "Approximating two value functions instead of one: towards characterizing a new family of Deep Reinf…☆11Jul 14, 2021Updated 4 years ago
- Template for talks in remark+KaTeX.☆25Aug 27, 2020Updated 5 years ago
- Manifold-learning flows (ℳ-flows)☆233Nov 13, 2020Updated 5 years ago
- ☆18Oct 28, 2025Updated 4 months ago
- Code for Neural Spline Flows paper☆284Oct 19, 2025Updated 4 months ago
- A differentiable parametrization of a group of unitary matrices.☆14May 13, 2021Updated 4 years ago
- Bootstrapping matrix quantum mechanics☆15Apr 23, 2020Updated 5 years ago
- ☆181Jul 5, 2019Updated 6 years ago
- Self-explaining Matrix Product States library in Python☆22Sep 2, 2023Updated 2 years ago
- fermionic Projected Entangled Pairs States (fPEPS)☆16Oct 25, 2018Updated 7 years ago
- ☆19Sep 15, 2021Updated 4 years ago
- A normalizing flow using Bernstein polynomials for conditional density estimation.☆19Oct 18, 2024Updated last year
- ☆15Feb 25, 2026Updated last week
- A tool for weighted model counting through tensor network contraction☆22Nov 13, 2021Updated 4 years ago
- Numerically computing correlation functions in 2d CFT, using Jupyter Notebooks.☆22Sep 5, 2019Updated 6 years ago
- Library for solving quantum optimal control problems in Julia. Currently offers support for GRAPE and dCRAB algorithms using piecewise co…☆22Oct 4, 2021Updated 4 years ago
- Normalizing Flows using JAX☆87Nov 30, 2023Updated 2 years ago
- Neural Spline Flow, RealNVP, Autoregressive Flow, 1x1Conv in PyTorch.☆284Dec 14, 2023Updated 2 years ago
- Code for reproducing Flow ++ experiments☆191Apr 27, 2019Updated 6 years ago