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Search results for python density estimation
density-estimation
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python
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32 search results found
Awesome Normalizing Flows
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1,232
Awesome resources on normalizing flows.
Nflows
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763
Normalizing flows in PyTorch
Normalizing Flows
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520
PyTorch implementation of normalizing flow models
Pytorch Flows
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444
PyTorch implementations of algorithms for density estimation
Bnaf
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142
Pytorch implementation of Block Neural Autoregressive Flow
Variational Inference With Normalizing Flows
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106
Reimplementation of Variational Inference with Normalizing Flows (https://arxiv.org/abs/1505.05770)
Lampe
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104
Likelihood-free AMortized Posterior Estimation with PyTorch
Dadapy
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83
Distance-based Analysis of DAta-manifolds in python
Extreme Deconvolution
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73
Density estimation using Gaussian mixtures in the presence of noisy, heterogeneous and incomplete data
Delfi
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57
Density estimation likelihood-free inference
Online Category Learning
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56
ML algorithm for real-time classification
Nanoflow
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53
PyTorch implementation of the paper "NanoFlow: Scalable Normalizing Flows with Sublinear Parameter Complexity."
Roundtrip
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48
Roundtrip: density estimation with deep generative neural networks
Pylians3
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44
Libraries to analyze numerical simulations (python3)
Gumbel Crf
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32
Implementation of NeurIPS 20 paper: Latent Template Induction with Gumbel-CRFs
Kscore
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27
Nonparametric Score Estimators, ICML 2020
Pyknos
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24
don't regress
Pylians
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22
Libraries to analyze numerical simulations
Ikflow
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22
Open source implementation to the paper "IKFlow: Generating Diverse Inverse Kinematics Solutions"
Gradient Boosted Normalizing Flows
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21
We got a stew going!
Face A Normalizing Flow Based Cardinality Estimator
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17
A pytorch implementation for FACE: A Normalizing Flow based Cardinality Estimator
Density_planner
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16
Official code for "Density Planner: Minimizing Collision Risk in Motion Planning with Dynamic Obstacles using Density-based Reachability"
Randomforest Density Python
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16
Random Forests for Density Estimation in Python
Sdp
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13
Deep nonparametric estimation of discrete conditional distributions via smoothed dyadic partitioning
Pytorch Nice
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12
Implementation of non-linear independent components estimation (NICE) in pytorch
Ffjord Rnode
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8
Regularized Neural ODEs (RNODE)
Nndensity
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7
Implementation of Nearest Neighbor Based Density Estimation
Lwcc
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7
LWCC: A LightWeight Crowd Counting library for Python that includes several pretrained state-of-the-art models.
Debd
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7
A collection of commonly used datasets as benchmarks for density estimation in MaLe
Mdma
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6
PyTorch implementation of the Marginalizable Density Model Approximator
Phase Space Sampling
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5
Reduce a large and high-dimensional dataset by downselecting data uniformly in phase space
Normalizing Flows
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5
Modern normalizing flows in Python. Simple to use and easily extensible.
Ace
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5
Official code for the paper "Arbitrary Conditional Distributions with Energy".
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