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13 search results found

Awesome Normalizing Flows ⭐ 1,232

Awesome resources on normalizing flows.

Xgboostlss ⭐ 453

An extension of XGBoost to probabilistic modelling

Lightgbmlss ⭐ 179

An extension of LightGBM to probabilistic modelling

Invertiblenetworks.jl ⭐ 131

A Julia framework for invertible neural networks

Variational Inference With Normalizing Flows ⭐ 106

Reimplementation of Variational Inference with Normalizing Flows (https://arxiv.org/abs/1505.05770)

Reinforcement learning algorithms in RLlib

pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation

nessai: Nested Sampling with Artificial Intelligence

Open source implementation to the paper "IKFlow: Generating Diverse Inverse Kinematics Solutions"

Optimisation Python ⭐ 18

A set of notebooks related to convex optimization, variational inference and numerical methods for signal processing, machine learning, deep learning, graph analysis, bayesian programming, statistics or astronomy.

Distributional Gradient Boosting Machines

Galevo23 Tutorials ⭐ 16

Tutorials for the KITP Galevo23 program

Normalizing Flows ⭐ 15

Implementations of normalizing flows using python and tensorflow

Code for "Style-Structure Disentangled Features and Normalizing Flows for Diverse Icon Colorization", CVPR 2022.

Normalizingflownetwork ⭐ 6

Bayesian and ML Implementation of the Normalizing Flow Network (NFN)

Normalizing Flows ⭐ 5

Modern normalizing flows in Python. Simple to use and easily extensible.

Flowbasis ⭐ 5

FlowBasis: Variational solutions of perturbed quantum harmonic oscillator problems via augmented basis sets.

Phase Space Sampling ⭐ 5

Reduce a large and high-dimensional dataset by downselecting data uniformly in phase space

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