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Search results for machine learning density estimation

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14 search results found

Awesome Normalizing Flows ⭐ 1,232

Awesome resources on normalizing flows.

Variational Inference With Normalizing Flows ⭐ 106

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

Mlr3proba ⭐ 103

Probabilistic Learning for mlr3

Distance-based Analysis of DAta-manifolds in python

Extreme Deconvolution ⭐ 73

Density estimation using Gaussian mixtures in the presence of noisy, heterogeneous and incomplete data

Density estimation likelihood-free inference

Online Category Learning ⭐ 56

ML algorithm for real-time classification

Nonparametric Score Estimators, ICML 2020

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

Haldensify ⭐ 11

📦 R/haldensify: Highly Adaptive Lasso Conditional Density Estimation

LWCC: A LightWeight Crowd Counting library for Python that includes several pretrained state-of-the-art models.

Nndensity ⭐ 7

Implementation of Nearest Neighbor Based Density Estimation

Normalizing Flows ⭐ 5

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

Phase Space Sampling ⭐ 5

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

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