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GitHub topics: sampling-methods

soran-ghaderi/torchebm

⚡ Energy-Based Modeling library for PyTorch, offering tools for sampling, inference, and learning in complex distributions.

Language: Python - Size: 29.7 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 7 - Forks: 1

ngalioto/mcmc-samplers

A Python package for MCMC sampling.

Language: Python - Size: 286 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

wave-harmonic/crest

A class-leading water system implemented in Unity

Language: C# - Size: 265 MB - Last synced at: 4 days ago - Pushed at: 6 days ago - Stars: 3,600 - Forks: 485

jeremiecoullon/SGMCMCJax

Lightweight library of stochastic gradient MCMC algorithms written in JAX.

Language: Python - Size: 1.37 MB - Last synced at: 35 minutes ago - Pushed at: over 1 year ago - Stars: 103 - Forks: 8

FunctionLab/selene

a framework for training sequence-level deep learning networks

Language: Jupyter Notebook - Size: 151 MB - Last synced at: 3 days ago - Pushed at: 4 months ago - Stars: 380 - Forks: 91

utkuatasoy/Face-Expression-Recognition

This project implements a deep learning-based facial expression recognition system using the FER2013 dataset, addressing class imbalance through sampling strategies, enhancing accuracy with MTCNN-based face alignment, and enabling real-time inference via ONNX models.

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 1 - Forks: 0

InhwanBae/NPSN

Official Code for "Non-Probability Sampling Network for Stochastic Human Trajectory Prediction (CVPR 2022)"

Language: Python - Size: 98.7 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 69 - Forks: 12

PoisotLab/BiodiversityObservationNetworks.jl

Methods for optimizing the spatial location of biodiversity-observation-networks

Language: Julia - Size: 72.8 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 2 - Forks: 0

WebSVG/voronoi

Parametric Voronoi generator with real time editing and SVG export

Language: JavaScript - Size: 15 MB - Last synced at: 13 days ago - Pushed at: 9 months ago - Stars: 204 - Forks: 29

huwb/volsample

Structured Volume Sampling - sample placement algorithm for real-time volume rendering with low aliasing, for camera-in-volume case.

Language: C# - Size: 32.3 MB - Last synced at: 8 days ago - Pushed at: about 4 years ago - Stars: 638 - Forks: 74

DanielCortild/Global-Optimization

A package to solve global optimization problems in small dimensions. The method is based on sampling algorithms, and specifically implements the high-resolution Langevin algorithm.

Language: Python - Size: 13.4 MB - Last synced at: 5 days ago - Pushed at: 17 days ago - Stars: 0 - Forks: 0

wiseodd/MCMC

Collection of Monte Carlo (MC) and Markov Chain Monte Carlo (MCMC) algorithms applied on simple examples.

Language: Python - Size: 7.81 KB - Last synced at: 8 days ago - Pushed at: over 7 years ago - Stars: 375 - Forks: 126

erdogant/bnlearn

Python package for Causal Discovery by learning the graphical structure of Bayesian networks. Structure Learning, Parameter Learning, Inferences, Sampling methods.

Language: Jupyter Notebook - Size: 40 MB - Last synced at: 9 days ago - Pushed at: about 2 months ago - Stars: 509 - Forks: 49

danieleongari/awesome-design-of-experiments

Curated list of resources for the Design of Experiments (DOE)

Size: 556 KB - Last synced at: 3 days ago - Pushed at: 7 months ago - Stars: 29 - Forks: 1

cmbant/getdist

MCMC sample analysis, kernel densities, plotting, and GUI

Language: Python - Size: 69.6 MB - Last synced at: 12 days ago - Pushed at: 20 days ago - Stars: 163 - Forks: 54

minaskar/pocomc

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

Language: Python - Size: 28.3 MB - Last synced at: 8 days ago - Pushed at: 2 months ago - Stars: 100 - Forks: 8

minaskar/zeus

⚡️ zeus: Lightning Fast MCMC ⚡️

Language: Python - Size: 197 MB - Last synced at: 18 days ago - Pushed at: about 1 year ago - Stars: 233 - Forks: 33

shreyansh26/LLM-Sampling

A collection of various LLM sampling methods implemented in pure Pytorch

Language: Python - Size: 127 KB - Last synced at: 10 days ago - Pushed at: 4 months ago - Stars: 22 - Forks: 3

blackjax-devs/blackjax

BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.

Language: Python - Size: 414 MB - Last synced at: 21 days ago - Pushed at: 2 months ago - Stars: 892 - Forks: 110

CaritoRamos/sampling-program-in-python

A Python-based tool for simple and stratified sampling of *CREDITOS MI VIVIENDA* data, featuring a Tkinter GUI for easy data selection and visualization.

Language: Python - Size: 311 KB - Last synced at: 20 days ago - Pushed at: 22 days ago - Stars: 0 - Forks: 0

LeCAR-Lab/model-based-diffusion

Official implementation for the paper "Model-based Diffusion for Trajectory Optimization". Model-based diffusion (MBD) is a novel diffusion-based trajectory optimization framework that employs a dynamics model to run the reverse denoising process to generate high-quality trajectories.

Language: Python - Size: 36.9 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 230 - Forks: 16

karthik-d/bayesian-inference-ml-with-PyStan

Probabilistic modeling through Bayesian inference using PyStan with demonstrative case study experiments from Christopher Bishop's Model-based Machine Learning.

Language: Python - Size: 437 KB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 2 - Forks: 0

soniawandosell/BirdBot

A sampling tool for data collection from nest-boxes on the field based on Telegram.

Language: R - Size: 22.6 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

microsoft/ISLE 📦

This repository provides code for SVD and Importance sampling-based algorithms for large scale topic modeling.

Language: C++ - Size: 11.1 MB - Last synced at: 2 days ago - Pushed at: over 4 years ago - Stars: 14 - Forks: 14

Qazalbash/jaxampler

An open-source JAX-based statistical sampling toolkit 🧪

Language: Python - Size: 1.45 MB - Last synced at: 29 days ago - Pushed at: 11 months ago - Stars: 11 - Forks: 1

AbhiramDodda/SkinDiseaseDetection

Skin diseases can be detected and classified through Deep Learning techniques. In this project Deep CNN network is built on top of EfficientNetB3 for image classification.

Language: Python - Size: 1.57 MB - Last synced at: 18 days ago - Pushed at: 6 months ago - Stars: 4 - Forks: 0

juliusberner/sde_sampler

Improved sampling via learned diffusions (ICLR2024) and an optimal control perspective on diffusion-based generative modeling (TMLR2024)

Language: Python - Size: 2.8 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 59 - Forks: 9

danddr/USE

A R package to perform uniform sampling in the environmental space

Language: R - Size: 30.9 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 6 - Forks: 2

MarianoChaves/MCMC

The MCMC hammer algorithm using C++

Language: C++ - Size: 8.04 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 10 - Forks: 2

Fabio-Vieira/openmuse

A package for generating random samples of music recordings.

Language: R - Size: 126 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

Soulyma/AI-Early_Detection_Of_CyberAttacks

AI-Early_Detection_Of_CyberAttacks_Using_MachineLearning

Language: Jupyter Notebook - Size: 28.3 MB - Last synced at: 15 days ago - Pushed at: 9 months ago - Stars: 3 - Forks: 0

EmanuelSommer/MILE

Code for the ICLR 2025 paper: "Microcanonical Langevin Ensembles: Advancing the Sampling of Bayesian Neural Networks"

Language: Python - Size: 5.32 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 2

Networks-Learning/counterfactual-llms

Code for "Counterfactual Token Generation in Large Language Models", Arxiv 2024.

Language: Jupyter Notebook - Size: 4.36 MB - Last synced at: about 10 hours ago - Pushed at: 6 months ago - Stars: 25 - Forks: 3

ViktorAJStein/Regularized_f_Divergence_Particle_Flows

Discretized Wasserstein Particle Flows of a MMD-regularized f-divergence functional.

Language: Python - Size: 41.6 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 1

LeCAR-Lab/CoVO-MPC

Official implementation for the paper "CoVO-MPC: Theoretical Analysis of Sampling-based MPC and Optimal Covariance Design" accepted by L4DC 2024. CoVO-MPC is an optimal sampling-based MPC algorithm.

Language: Python - Size: 44.7 MB - Last synced at: about 2 months ago - Pushed at: 11 months ago - Stars: 121 - Forks: 7

xie-lab-ml/Zigzag-Diffusion-Sampling

[ICLR2025] The code of Z-Sampling, proposed in our paper "Zigzag Diffusion Sampling: Diffusion Models Can Self-Improve via Self-Reflection".

Language: Python - Size: 10.3 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 22 - Forks: 0

elkronos/sample_py

Sampling functions in python.

Language: Python - Size: 27.3 KB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

womega/CSI5388-ELG7186-ELG5271-example-notebooks

Example of ML methods and strategies in practice.

Language: Jupyter Notebook - Size: 1.68 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 5 - Forks: 3

Tortar/DynamicSampling.jl

Sampling methods for dynamic discrete distributions

Language: Julia - Size: 178 KB - Last synced at: 1 day ago - Pushed at: 4 months ago - Stars: 10 - Forks: 0

reza-chehreghani/DSc-Assignment-0-Web-Scraping-and-Data-Analysis

This project focuses on web scraping and data analysis. It includes Python implementations for extracting Ethereum transaction data, cleaning and analyzing the dataset, and performing statistical comparisons using sampling methods.

Language: Jupyter Notebook - Size: 352 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

IdahoLabResearch/BIhNNs

The code enables to perform Bayesian inference in an efficient manner through the use of Hamiltonian Neural Networks (HNNs), Deep Neural Networks (DNNs), Neural ODEs, and Symplectic Neural Networks (SympNets) used with state-of-the-art sampling schemes like Hamiltonian Monte Carlo (HMC) and the No-U-Turn-Sampler (NUTS).

Language: Python - Size: 1.78 MB - Last synced at: 26 days ago - Pushed at: over 2 years ago - Stars: 14 - Forks: 6

virgesmith/humanleague

Microsynthesis using quasirandom sampling and/or IPF

Language: C++ - Size: 1.66 MB - Last synced at: 8 days ago - Pushed at: 3 months ago - Stars: 18 - Forks: 3

JuliaDynamics/StreamSampling.jl

Sampling methods for data streams

Language: Julia - Size: 2.28 MB - Last synced at: about 7 hours ago - Pushed at: about 1 month ago - Stars: 29 - Forks: 1

alef-s/ReneWind_Model_Tuning

The objective is to build various classification models, tune them and find the best one that will help identify failures so that the generator could be repaired before failing/breaking and the overall maintenance cost of the generators can be brought down.

Language: Jupyter Notebook - Size: 6.26 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

JCatwood/VeccTMVN

R package VeccTMVN

Language: R - Size: 124 KB - Last synced at: 18 days ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0

gerasy1987/hiddenmeta

R package for diagnosis and meta-analysis of studies that measure size and prevalence of hard-to-reach populations

Language: R - Size: 381 MB - Last synced at: 4 days ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 1

Animadversio/GaussianTeleportationDiffusion

Using Gaussian Analytical Solution to accelerate diffusion sampling. Official code repo for the paper TMLR 2024, "The Unreasonable Effectiveness of Gaussian Score Approximation for Diffusion Models and its Applications"

Language: Jupyter Notebook - Size: 9.8 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

KrishArul26/Defect-detection-in-Air-Pressure-system-APS-of-a-truck-using-ML

The dataset consists of data collected from heavy Scania trucks in everyday usage. The system in focus is the Air Pressure system (APS) which generates pressurised air that is utilized in various functions in a truck, such as braking and gear changes. The dataset’s positive class consists of component failures for a specific component of the APS system. The negative class consists of trucks with failures for components not related to the APS. So, I created a model where It can able to detect whether the APS is going to fail or Not.

Language: Jupyter Notebook - Size: 15.8 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 0

SimonHegele/SequenceReadSampler

Mapping based sampling of sequence reads

Language: Python - Size: 11.7 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Peteresis/PALAB---Online-Shoppers-Behavior

Data analysis of online shoppers to determine which factors are more important when deciding whether or not to purchase.

Language: Jupyter Notebook - Size: 15.7 MB - Last synced at: 5 days ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 1

outbrain-inc/outrank

A Python library for efficient feature ranking and selection on sparse data sets.

Language: Python - Size: 2.83 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 19 - Forks: 3

djawed-bkh/FIP-Sampling

FIP Sampling (FIPS) is an approach for interval pattern sampling dedicated to numerical datasets, proportionally to their frequency. This repository provides everything necessary for executing the binaries and conducting the experimental evaluations.

Language: Java - Size: 1.62 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

PolyChord/PolyChordLite

Public version of PolyChord: See polychord.co.uk for PolyChordPro

Language: Fortran - Size: 1.48 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 86 - Forks: 28

IBM/xgboost-smote-detect-fraud 📦

Can we predict accurately on the skewed data? What are the sampling techniques that can be used. Which models/techniques can be used in this scenario? Find the answers in this code pattern!

Language: Jupyter Notebook - Size: 5.25 MB - Last synced at: 4 months ago - Pushed at: over 4 years ago - Stars: 63 - Forks: 49

Srijani-coder/power_of_statistics

This repository describes the learning journey associated with the course "Power of Statistics" as a part of Google Advanced Data Analytics course

Language: Jupyter Notebook - Size: 2.55 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

Cross-Functional-Crew/SamplingModule

Random Number Generator Module

Size: 3.91 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

AdaptiveParticles/LibAPR

Library for producing and processing on the Adaptive Particle Representation (APR).

Language: C++ - Size: 51.7 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 48 - Forks: 13

AdaptiveParticles/pyapr

Content-adaptive storage and processing of large volumetric microscopy data using the Adaptive Particle Representation (APR)

Language: Python - Size: 7.5 MB - Last synced at: 13 days ago - Pushed at: 8 months ago - Stars: 16 - Forks: 2

shreyansh26/Solving-Substitution-Ciphers-using-MCMC

Solving substitution ciphers using Markov Chain Monte Carlo (MCMC)

Language: Python - Size: 5.86 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

matteobreschi/bajes

Bayesian Jenaer software

Language: Python - Size: 18 MB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 22 - Forks: 14

LorenzoSciandra/GraphSampling

Implementation of various graph sampling methods with visual results.

Language: Jupyter Notebook - Size: 12.2 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 2 - Forks: 0

fmaths/Teaching_notes_stats_for_data_science

There are teaching notes that I created in Jupyter notebook to teach statistics for Data science

Language: Jupyter Notebook - Size: 1.96 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

probsys/fast-loaded-dice-roller-experiments

The Fast Loaded Dice Roller: A Near-Optimal Exact Sampler for Discrete Probability Distributions (Experiments)

Language: Jupyter Notebook - Size: 2.68 MB - Last synced at: 8 months ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

utk-team/utk

Uni{corn|form} toolkit

Language: C++ - Size: 373 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 59 - Forks: 13

guilgautier/DPPy

Python toolbox for sampling Determinantal Point Processes

Language: Python - Size: 6.37 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 218 - Forks: 52

fjcamlab/deco

DECO :: Decomposing heterogeneous population cohorts for patient stratification and discovery of biomarkers using omic data profiling. R package

Language: R - Size: 16.9 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 4 - Forks: 1

jzhou316/SMC-KP

Sequential Monte Carlo for Kinetic Prediction of Time-Varying Data Generating Processes

Size: 1.95 KB - Last synced at: about 1 month ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 1

SavinRazvan/pagerank

This project implements the PageRank algorithm to rank web pages by importance using two approaches: a sampling method with the Markov Chain random surfer model and an iterative method with a recursive mathematical expression.

Language: Jupyter Notebook - Size: 1.11 MB - Last synced at: about 2 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

sandialabs/DeterministicMPS

Maximal Poisson-disk Sampling in 2D, without approximations or rejections, in deterministic linear time

Language: C++ - Size: 85 KB - Last synced at: 15 days ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 2

wgurecky/CORRLA_RS

Correlation, sampling, sensitivity, inference and random linear algebra routines in rust

Language: Rust - Size: 180 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

ARenanse/LGPT

Langevin Gradient Parallel Tempering for Bayesian Neural Learning.

Language: Jupyter Notebook - Size: 242 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 3 - Forks: 0

JMcardenas/CS4ML

This is a repository for CS4ML. It is a general framework for active learning in regression problems. It approximates a target function arising from general types of data, rather than pointwise samples.

Language: MATLAB - Size: 4.61 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

mhw32/antithetic-vae-public

PyTorch implementation for " Differentiable Antithetic Sampling for Variance Reduction in Stochastic Variational Inference" (https://arxiv.org/abs/1810.02555).

Language: Python - Size: 750 KB - Last synced at: 1 day ago - Pushed at: over 6 years ago - Stars: 6 - Forks: 0

relf/pyDOE3

Design of experiments for Python

Language: Python - Size: 734 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 9 - Forks: 2

Jokeren/GPA

GPU Performance Advisor

Language: Python - Size: 938 KB - Last synced at: 10 months ago - Pushed at: over 2 years ago - Stars: 56 - Forks: 8

Yapper689/Weather-Prediction

Group Project for the USTH Machine Learning 2 Course 2023

Language: Jupyter Notebook - Size: 291 KB - Last synced at: 11 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

alkidbaci/OntoSample

OntoSample is a python package that offers classic sampling techniques for OWL ontologies/knowledge bases. Furthermore, we have tailored the classic sampling techniques to the setting of concept learning making use of learning problem.

Language: Python - Size: 666 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 3 - Forks: 0

BenMakesGames/RandomHelpers

Extensions for Random to help you generate random content. IMPORTANT: this library was designed for use in games; no effort has been made to make these methods cryptographically secure.

Language: C# - Size: 63.5 KB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

stevenranney/AnglerCreelSurveySimulation

Simulate a fisheries creel survey.

Language: R - Size: 339 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

VinylBr/EE769_MLMethods_from_scratch

Coding ML models, Sampling Methods, Feature Selection algorithms from scratch

Language: Jupyter Notebook - Size: 3.43 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

tomartushar/Credit-Card-Fraud-Detection

An ensemble of machine learning models for detecting fraudulent credit card transactions, utilizing advanced techniques for feature selection, data imbalance handling, and hyperparameter tuning.

Language: Jupyter Notebook - Size: 248 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

OpenGeoHub/spatial-sampling-ml

Rmarkdown tutorial on how to generate spatial sampling and how to use resampling methods for ML

Language: TeX - Size: 78 MB - Last synced at: 1 day ago - Pushed at: over 1 year ago - Stars: 13 - Forks: 6

sebastian9991/Gibbs-Sampling

Method of approximation for variable elimination implemented in python

Language: Python - Size: 8.79 KB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

akhmadtaufik/project-sampling

Proyek akhir Course "Sampling" berfokus pada analisis pasar transportasi publik di wilayah Bandung Raya, Indonesia. Tujuannya adalah untuk mengetahui minat masyarakat terhadap jalur kereta komuter baru dan mengestimasi demandnya.

Language: Jupyter Notebook - Size: 2.27 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

Adolphus8/Lecture_Resources

Repository to the notes and relevant codes from previous lectures and talks.

Language: MATLAB - Size: 31.4 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 3

probsys/fast-loaded-dice-roller

A near-optimal exact sampler for discrete probability distributions

Language: C - Size: 62.5 KB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 48 - Forks: 10

InexperiencedMe/myppal

Active Learning for Object Detection

Language: Python - Size: 1.92 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

LaurentVeyssier/Starbucks_case_study_Udacity_Data_Science

Case study from UDACITY Data Scientist Nanodegree

Language: Jupyter Notebook - Size: 1.75 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

simondelarue/Data-Challenge_Anomaly-Detection

Machine Learning approaches to perform anomaly detection on industrial data.

Language: Jupyter Notebook - Size: 2.39 MB - Last synced at: 9 months ago - Pushed at: almost 4 years ago - Stars: 6 - Forks: 1

pronoym99/Sampling-Theorem

MATLAB based project on verification of sampling theorem

Language: Matlab - Size: 1.01 MB - Last synced at: about 1 year ago - Pushed at: almost 7 years ago - Stars: 3 - Forks: 0

Ferrariagustinpablo/Statistic-related-Python

Statistical analyses on datasets

Language: Jupyter Notebook - Size: 3.89 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

cmbant/cobaya-test Fork of CobayaSampler/cobaya

Test fork - use https://github.com/CobayaSampler/cobaya

Language: Python - Size: 5.5 MB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 1

alienbloodbank/Uncertain-Inference

Bayesian inference techniques

Language: Rust - Size: 142 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

raymondyfei/bilateralbluenoise

Bilateral Blue Noise Sampling

Language: C++ - Size: 21.2 MB - Last synced at: 4 months ago - Pushed at: almost 8 years ago - Stars: 4 - Forks: 0

lebrat/MongeNet

MongeNet sampler official implementation

Language: Python - Size: 16.5 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 13 - Forks: 0

Technologicat/sudoku_lhs

Latin hypercube sampler with sudoku constraint

Language: Python - Size: 26.4 KB - Last synced at: 12 days ago - Pushed at: almost 8 years ago - Stars: 7 - Forks: 1

Paulpey13/Statistics-Projects_2022

Statistics Projects realized during 1st year of MSc Data Science & Artificial Intelligence

Language: Jupyter Notebook - Size: 12.9 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Jocelyne-Smith/data-science

Some R and Python code I've been working on.

Language: Jupyter Notebook - Size: 2.26 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

alan-turing-institute/PDSampler.jl 📦

Piecewise Deterministic Sampler library (Bouncy particle sampler, Zig Zag sampler, ...)

Language: Julia - Size: 12.1 MB - Last synced at: 5 days ago - Pushed at: over 4 years ago - Stars: 33 - Forks: 8

ErfanXH/Sampling

Implementation of Prior, Rejection, Likelihood and Gibbs Sampling

Language: Python - Size: 275 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Related Keywords
sampling-methods 217 machine-learning 34 sampling 31 python 25 bayesian-inference 19 deep-learning 12 optimization 11 statistics 11 python3 11 mcmc 11 r 8 machine-learning-algorithms 8 inference 7 data-science 7 mcmc-sampler 6 markov-chain-monte-carlo 6 hamiltonian-monte-carlo 6 diffusion-models 6 classification 5 oversampling 5 monte-carlo 5 fraud-detection 5 matplotlib 4 smote-sampling 4 r-package 4 credit-card-fraud 4 imbalanced-data 4 data-mining 4 image-processing 4 adaptive 4 tensorflow 4 rejection-sampling 4 pytorch 4 neural-networks 4 hypothesis-testing 4 numpy 4 langevin-dynamics 4 matlab 4 statistical-analysis 4 data-visualization 4 random-forest 4 active-learning 4 simulation 4 confidence-intervals 3 aistats 3 pandas 3 computer-vision 3 design-of-experiments 3 gradient-descent 3 supervised-machine-learning 3 sampling-distribution 3 smote 3 feature-selection 3 optimization-algorithms 3 general-purpose 3 neural-network 3 logistic-regression 3 random-forest-classifier 3 cuda 3 markov-chain 3 black-box-bayesian-inference 3 astrophysics 3 probability 3 multi-resolution 3 microscopy 3 probabilistic-data-analysis 3 probabilistic-programming 3 analytics 3 spatial-analysis 3 bootstrap 3 undersampling 3 variance-reduction 3 jupyter-notebook 3 robotics 2 importance-sampling 2 bayesian-neural-networks 2 bayesian-network 2 zeroth-order-optimization 2 feature-engineering 2 object-detection 2 control 2 hybrid-monte-carlo 2 streamlit 2 reservoir-sampling 2 sampling-theory 2 leverage-score 2 exploratory-data-analysis 2 classification-algorithm 2 hyperparameter-tuning 2 julia 2 generative-model 2 xgboost-classifier 2 regularization 2 visualization 2 svd-factorization 2 hyperparameter-optimization 2 uncertainty-quantification 2 cybersecurity 2 svm-classifier 2 bioinformatics 2