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75 search results found

Torchdyn ⭐ 1,187

A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods

Pyhessian ⭐ 600

PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks

Kernel Density Estimation in Python

Advanced Tensorflow ⭐ 358

Little More Advanced TensorFlow Implementations

Distfit ⭐ 320

distfit is a python library for probability density fitting.

Mixture Density Networks For Distribution And Uncertainty Estimation ⭐ 225

A generic Mixture Density Networks (MDN) implementation for distribution and uncertainty estimation by using Keras (TensorFlow)

Normalizing Flows ⭐ 135

Implementation of normalizing flows in TensorFlow 2 including a small tutorial.

Choicenet ⭐ 122

Implementation of ChoiceNet

Normalizing Flows ⭐ 108

Understanding normalizing flows

Business Analytics Ime654 ⭐ 106

Course homepage for "Business Analytics (IME654)" @Korea University

Tf Magnet Loss ⭐ 97

Tensorflow implementation of Magnet Loss from "Metric Learning for Adaptive Density Discrimination"

Lightweight plotting for geospatial analysis in PySAL

Keras Mdn Layer ⭐ 91

An MDN Layer for Keras using TensorFlow's distributions module

Python_1d_dft ⭐ 88

1D density functional theory code in Python

Csrnet Keras ⭐ 84

Implementation of the CSRNet paper (CVPR 18) in keras-tensorflow

Py Sphviewer ⭐ 62

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

Posterior Network ⭐ 49

Posterior Network: Uncertainty Estimation without OOD Samples via Density-Based Pseudo-Counts (Neurips 2020)

Mdn_jax_tutorial ⭐ 47

Mixture Density Networks (Bishop, 1994) tutorial in JAX

Mixture Models ⭐ 38

Hierarchical Mixture of Experts,Mixture Density Neural Network

Data Science ⭐ 35

R , Python, Machine Learning, Data Analysis, Data Visualization,Data Manipulation,Data Cleaning

Morphopy ⭐ 31

Human Emotion Analysis Using Eeg From Deap Dataset ⭐ 31

Processed the DEAP dataset on basis of 1) PSD (power spectral density) and 2)DWT(discrete wavelet transform) features . Classifies the EEG ratings based on Arousl and Valence(high /Low)

Subject-wise networks from structural MRI, both vertex- and voxel-wise features (thickness, GM density, curvature, gyrification)

Generative Forests in Python

Heat_and_trees ⭐ 25

Using HoloViz to explore relationship between surface temperature and tree density

Software for high density electrophysiology

Density_network ⭐ 24

Density Network Implementations using TensorFlow

Hendrics ⭐ 22

Shell scripts for spectral-timing analysis of X-ray astronomical data.

Personality Types ⭐ 22

Pipeline elements for 3x2pt analysis (shear-shear, shear-density, density-density) for DC2

Mixture Density Networks ⭐ 17

An exploration of mixture density networks

Emap2sec ⭐ 15

Emap2sec is a computational tool to identify protein secondary structures

Momentnetworks ⭐ 15

Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)

Wagtail_srcset ⭐ 15

New template tag for sharp wagtail images on high pixel density devices

A Python tool for Micrometeorological Analysis

This is a repository for interpolating model output onto density coordinates. It began as part of the cmip6 hackathon.

Crowdestimation ⭐ 14

Crowd Density Estimation Using - DeepLearning

A PyTorch Implementation of Density Estimation Using Real NVP

Kcsd Python ⭐ 14

Kernel Current Source Density

Simplemps ⭐ 13

Matrix product states (MPS) based density matrix renormalization group (DMRG)

APDFT calculates quantumchemical results for many molecules at once.

Gan Tutorial Pytorch ⭐ 12

GAN tutorial in pytorch

Cs294 158 Homeworks ⭐ 12

My homework solutions for UC Berkeley CS294: deep unsupervised learning

Tensorflow Probability Bernstein Polynomial Bijector ⭐ 11

A normalizing flow using Bernstein polynomials for conditional density estimation.

Radon Cumulative Distribution Transform ⭐ 11

Radon Cumulative Distribution Transform

The DPA package is the scikit-learn compatible implementation of the Density Peaks Advanced clustering algorithm. The algorithm provides robust and visual information about the clusters, their statistical reliability and their hierarchical organization.

Reconstruct Order ⭐ 10

Label-free measurement of density and anisotropy from polarization-resolved images

Building Radial Density Profiles for Interstellar Filaments

A Mixture Density RNN for generating musical touchscreen interactions.

Dasymetric_mapping_using_grassgis ⭐ 9

Python script (Jupyter notebook) for modeling of population densities

CoLoRe - Cosmological Lofty Realizations

Planar Flow Pytorch ⭐ 9

Pytorch implementation of Planar Flow

A dissipative particle dynamics (DPD) project.

Aachen_introduction_dftk ⭐ 8

A short lecture introducing plane-wave DFT methods and DFTK

Study 09 Machinelearning E ⭐ 8

**Unsupervised-Learning**(with practice of PCA, ICA and Model-based Clustering)

Amos Visualization ⭐ 7

Experimenting with the analysis and visualization of density of people found in web camera images (project AMOS, the Archive of Many Outdoor Scenes)

Nowcasting ⭐ 7

Lightning flash-cell identification and nowcasting using machine learning algorithms

OSMuf: Analyse urban form with Python and OpenStreetMap. Quantitative analysis of urban blocks and built density. Built on OSMnx.

Benchmarks ⭐ 7

A set of impurity solver benchmarks for different physical condensed-matter related systems

Orographic Precipitation ⭐ 6

LT Model of Orographic Precipitation - A Python Implementation

Recom_restaurant ⭐ 6

This project recommends top 5 neighborhoods in Manhattan for opening an Italian restaurant based on Foursquare data on restaurant locations in Manhattan and NYPD's crime data. K-Means clustering is used to group Italian restaurants in all neighborhoods in Manhattan based on the density of Italian restaurants and crime rates of each respective neighborhood.

Photopollution Calculator ⭐ 6

This program was developed on the results from the BT Young Scientist project called "Is It Possible to Create a Mathematical Model to Predict Photopollution Based on Population Density in Munster?". This program will calculate the photopollution of an area in the British Isles and grade that photopollution value.

Density estimation powered by scalable regression tools

Crowd Density System ⭐ 6

Analytics for the physical world. Crowd density estimation and triangulation using WIFI beacons

Roaring_analysis ⭐ 5

Google Location ⭐ 5

Data processing + Unsupervised model on Google Timeline dataset

Music Variational Autoencoders ⭐ 5

Planar Flows ⭐ 5

PyTorch implementation of planar flows

Vehicle_count_deep_learning ⭐ 5

Measure traffic density using Inception Resnet & Faster RCNN

Modality_tests ⭐ 5

Various python tests in to identify and describe multi-modal data distributions.

Python package to read in tabulated photon densities and gamma-ray opacities

Nyc_taxi_2015 ⭐ 5

NYC green and yellow trips in year 2015 EDA

Nanoconfinement Md ⭐ 5

This code allows users to simulate ions confined between material surfaces that are nanometers apart, and extract the associated ionic structure.

U Net For Density Estimation ⭐ 5

Canopykmeans_improved ⭐ 5

This is an implementation of the paper on "Improved K-means algorithm based on density Canopy".

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