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294 search results found

Awesome Normalizing Flows ⭐ 1,232

Awesome resources on normalizing flows.

Write Rnn Tensorflow ⭐ 672

Generative Handwriting using LSTM Mixture Density Network with TensorFlow

Thermodynamics and Phase Equilibrium component of Chemical Engineering Design Library (ChEDL)

Kernel Density Estimation in Python

Mpl Scatter Density ⭐ 482

⚡ Fast scatter density plots for Matplotlib ⚡

Dancenet ⭐ 453

DanceNet -💃💃Dance generator using Autoencoder, LSTM and Mixture Density Network. (Keras)

Invertible Resnet ⭐ 448

Official Code for Invertible Residual Networks

Pytorch Flows ⭐ 444

PyTorch implementations of algorithms for density estimation

Pytorch Made ⭐ 397

MADE (Masked Autoencoder Density Estimation) implementation in PyTorch

Machine Learning For Asset Managers ⭐ 334

Implementation of code snippets, exercises and application to live data from Machine Learning for Asset Managers (Elements in Quantitative Finance) written by Prof. Marcos López de Prado.

3dsmoothnet ⭐ 319

[CVPR2019] The Perfect Match: 3D Point Cloud Matching with Smoothed Densities

Windrose ⭐ 318

A Python Matplotlib, Numpy library to manage wind data, draw windrose (also known as a polar rose plot), draw probability density function and fit Weibull distribution

Blender Texel Density Checker ⭐ 310

Blender Addon: Texel Density Checker

Pynomaly ⭐ 295

Anomaly detection using LoOP: Local Outlier Probabilities, a local density based outlier detection method providing an outlier score in the range of [0,1].

Stein Variational Gradient Descent ⭐ 261

code for the paper "Stein Variational Gradient Descent (SVGD): A General Purpose Bayesian Inference Algorithm"

Jax Flows ⭐ 222

Normalizing Flows in JAX 🌊

Densitypeakcluster ⭐ 220

A cluster framework for 'Clustering by fast search and find of density peaks' in science 2014.

Sd Agent ⭐ 217

Monitoring agent for Server Density (Linux, FreeBSD and OS X)

Ascii_py ⭐ 209

Make some ascii arts

Normalizing_flows ⭐ 202

Pytorch implementations of density estimation algorithms: BNAF, Glow, MAF, RealNVP, planar flows

Did Mdn ⭐ 186

Density-aware Single Image De-raining using a Multi-stream Dense Network (CVPR 2018)

Mplstereonet ⭐ 165

Stereonets for matplotlib

A command-line tool to better visualize crowded dot density maps.

Blender_ue4_vectorfieldeditor ⭐ 159

Blender addon that adds support for working with 3D vector fields using the FGA file format.

Crowdcount Cascaded Mtl ⭐ 152

Single Image Crowd Counting (CNN-based Cascaded Multi-task Learning of High-level Prior and Density Estimation for Crowd Counting)

Chemics ⭐ 151

A Python package for chemical engineering

Gimp Android Xdpi ⭐ 148

Gimp plugin to write images and icons for all android densities

Pytorch implementation of Block Neural Autoregressive Flow

Crowd Counting Scnn ⭐ 142

This project is an implementation of the crowd counting model proposed in our CVPR 2017 paper - Switching Convolutional Neural Network(SCNN) for Crowd Counting. SCNN is an adaptation of the fully-convolutional neural network and uses an expert CNN that chooses the best crowd density CNN regressor for parts of the scene from a bag of regressors. This helps it tackle intra-scene crowd density variation and obtain SOTA results

Code for Neural Spline Flows paper

Pecanpy ⭐ 133

A fast, parallelized, memory efficient, and cache-optimized Python implementation of node2vec

Pytorch Mdn ⭐ 132

Mixture Density Networks for PyTorch

Gcc Sfcn ⭐ 128

This is the official code of spatial FCN in the paper Learning from Synthetic Data for Crowd Counting in the Wild [CVPR2019].

Breast_density_classifier ⭐ 128

Breast density classification with deep convolutional neural networks

Periodictable ⭐ 121

Extensible periodic table for python

Densratio_py ⭐ 120

A Python Package for Density Ratio Estimation

Getdist ⭐ 118

MCMC sample analysis, kernel densities, plotting, and GUI

Variational Inference With Normalizing Flows ⭐ 106

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

Python implementation of Density-Based Clustering Validation

Tinydft ⭐ 102

A minimalistic atomic Density Functional Theory (DFT) code

Conditional_density_estimation ⭐ 94

Package implementing various parametric and nonparametric methods for conditional density estimation

Generating Multiple Hypotheses For 3d Human Pose Estimation With Mixture Density Network ⭐ 91

Code for our CVPR2019 paper: Generating Multiple Hypotheses for 3D Human Pose Estimation with Mixture Density Network

Deepks Kit ⭐ 89

a package for developing machine learning-based chemically accurate energy and density functional models

Python_1d_dft ⭐ 88

1D density functional theory code in Python

Py St Dbscan ⭐ 88

An implementation of ST-DBScan algorithm using Python language

Density Based Clustering (DeBaCl) Toolbox

Quantifying experimental perturbations at single cell resolution

Python implementation of 'Density Based Spatial Clustering of Applications with Noise'

Textplot ⭐ 79

(Mental) maps of texts with kernel density estimation and force-directed networks.

Counting With Focus For Free ⭐ 79

Code for Counting with Focus for Free, ICCV, 2019

Macrodensity ⭐ 75

Python package to analyse electron density & electrostatic potential grids

A petrophysics python package for geoscience python computing of conventional and unconventional formation evaluation. Reads las files and creates a pandas dataframe of the log data. Includes a basic petrophysical workflow and a simple log viewer based on XML templates.

Mt Ais Toolbox ⭐ 74

Marinetraffic AIS density map toolbox

Density-preserving data visualization tools den-SNE and densMAP

Pyfilter ⭐ 67

Particle filtering and sequential parameter inference in Python

Official implementation for DMNet: Density map guided object detection in aerial image (CVPR 2020 EarthVision workshop)

Crowd_counting_from_scratch ⭐ 63

This is an overview and tutorial about crowd counting. In this repository, you can learn how to estimate number of pedestrians in crowd scenes through computer vision and deep learning.

Py Sphviewer ⭐ 62

Py-SPHViewer is a framework for rendering cosmological simulations in Python using the Smoothed Particle Hydrodynamics scheme.

A density ratio estimator package for python using the KLIEP algorithm.

Densitypeakcluster ⭐ 59

Python Code For 'Clustering By Fast Search And Find Of Density Peaks' In Science 2014.

Density estimation likelihood-free inference

Context Aware Crowd Counting ⭐ 56

Official Code for Context-Aware Crowd Counting. CVPR 2019

Online Category Learning ⭐ 56

ML algorithm for real-time classification

Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations

Density Adaptive Point Set Registration

Dcluster ⭐ 55

Clustering by fast search and find of density peaks

Dema Bwe ⭐ 54

NAACL 2019 paper: Density Matching for Bilingual Word Embedding (Zhou et al., 2019)

GM-PHD filter implementation in python (Gaussian mixture probability hypothesis density filter)

Kernel Density Estimation and (re)sampling

Roundtrip ⭐ 48

Roundtrip: density estimation with deep generative neural networks

Py Ecomplexity ⭐ 47

Python package to compute economic complexity and associated variables

Document and code of python and PySCF approach XYG3 type of density functional 2nd-derivative realization

5th_place_solution_facebook_check_ins ⭐ 44

My solution rank 5th/1212 in Facebook check ins prediction competition at Kaggle

Englewood ⭐ 41

Englewood is a python library for generating maps from maps.

Counting Iccv Dssinet ⭐ 40

Crowd Counting with Deep Structured Scale Integration Network

Py Sds011 ⭐ 37

Python 3 interface to the SDS011 air particulate density sensor.

Pyxsteam ⭐ 36

Python library for calculating properties of Steam and Water

Adaptive Width KDE with Gaussian Kernels

Spectral Density ⭐ 34

Hessian spectral density estimation in TF and Jax

Traffic_video_analysis ⭐ 34

Pyneb_devel ⭐ 33

PyNeb development repository

A kernel-density-based, embarrassingly parallel ensemble sampler

MintNet: Building Invertible Neural Networks with Masked Convolutions

Morphopy ⭐ 31

Counting ⭐ 30

Implementation of AMDCN, a convolutional neural network for counting objects in images.

Sliced_score_matching ⭐ 28

Code for reproducing results in the sliced score matching paper

Onconet_public ⭐ 28

Developing Deep Learning Models for Mammography

Code for the recurrent image density estimator

Oncoserve_public ⭐ 27

Sharing Deep Learning Models for Breast Cancer Risk

Clustering by fast search and find of density peaks

Bfieldtools ⭐ 27

Python software package for magneto-quasistatic calculations with current densities on surfaces of arbitrary shape.

Python library for analytical evaluation and integration of Gaussian-type basis functions and related quantities.

Csrnet Pytorch ⭐ 26

The simple implemention of CSRNet.

Objects_counting_dmap ⭐ 26

Objects counting from density map

Streamhist ⭐ 26

Streaming approximate histograms with Python.

Inference Tools ⭐ 26

Python tools for Bayesian data analysis

Sd Agent Plugins ⭐ 26

v1 plugins for the old agent. v2 plugins are in https://github.com/serverdensity/sd-agent-core-plu

Calculate electron density from a solution scattering profile

Slackbot implementation for Server Density

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