zfit/zfit

Model manipulation and fitting library based on TensorFlow and optimised for simple and direct manipulation of probability density functions. Its main focus is on scalability, parallelisation and user friendly experience.

Language: Python - Size: 59.7 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 193 - Forks: 64

simonehagey/orbdot

A Python package for studying secular evolution of exoplanet orbits using observational data.

Language: Python - Size: 5.84 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 2

chasmani/piecewise-regression

piecewise-regression (aka segmented regression) in python. For fitting straight line models to data with one or more breakpoints where the gradient changes.

Language: Python - Size: 22.3 MB - Last synced at: 2 days ago - Pushed at: about 1 year ago - Stars: 118 - Forks: 25

canmod/macpan2

Tools for building and calibrating compartmental models of infectious disease.

Language: R - Size: 64.8 MB - Last synced at: about 15 hours ago - Pushed at: 15 days ago - Stars: 5 - Forks: 2

nrgrp/rlfit

Package for fitting reinforcement learning model to behavior data under multi-armed bandits

Language: Python - Size: 190 KB - Last synced at: about 15 hours ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

pytorchbearer/torchbearer

torchbearer: A model fitting library for PyTorch

Language: Python - Size: 7.88 MB - Last synced at: 7 days ago - Pushed at: almost 2 years ago - Stars: 642 - Forks: 64

PPeitsch/pkynetics

A Python library for thermal analysis and reaction kinetics. Supports DSC, TGA, and dilatometry with tools for model-fitting (JMAK, Kissinger), model-free (Friedman, KAS, OFW) analysis, data processing, and visualization.

Language: Python - Size: 3.28 MB - Last synced at: 19 days ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

kzampog/cilantro

A lean C++ library for working with point cloud data

Language: C++ - Size: 48.7 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1,087 - Forks: 207

andreatramacere/jetset

JetSeT a framework for self-consistent modeling and fitting of astrophysical relativistic jets

Language: Python - Size: 301 MB - Last synced at: 12 days ago - Pushed at: about 1 month ago - Stars: 36 - Forks: 14

poissonconsulting/universals

An R package of S3 generic methods for Bayesian analyses that generate MCMC samples

Language: R - Size: 518 KB - Last synced at: 23 days ago - Pushed at: 3 months ago - Stars: 4 - Forks: 1

tatha04/Housing-Prices-Advanced-Regression-Techniques

This notebook explores the housing dataset from Kaggle to predict Sales Prices of housing using advanced regression techniques such as feature engineering and gradient boosting.

Language: Jupyter Notebook - Size: 295 KB - Last synced at: 24 days ago - Pushed at: over 4 years ago - Stars: 16 - Forks: 8

astrorama/SourceXtractorPlusPlus

SourceXtractor++, the next generation SExtractor

Language: C++ - Size: 13 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 79 - Forks: 11

NeuralEnsemble/neurotune

Package for fitting/optimization of NeuroML models

Language: Python - Size: 2.24 MB - Last synced at: 9 days ago - Pushed at: 5 months ago - Stars: 18 - Forks: 11

Zubax/jafit

Jiles-Atherton system identification tool: Given a B(H) curve, finds the Jiles-Atherton model coefficients. Supports various JA model formulations. Has an interactive GUI.

Language: Python - Size: 26.8 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 3 - Forks: 0

nrgrp/dlfm

Multi-convex programming for discrete latent factor models prototyping

Language: Jupyter Notebook - Size: 899 KB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 1

shridhar1504/Sales-Forecasting-Datascience-Project

Develop a data science project using historical sales data to build a regression model that accurately predicts future sales. Preprocess the dataset, conduct exploratory analysis, select relevant features, and employ regression algorithms for model development. Evaluate model performance, optimize hyperparameters, and provide actionable insights.

Language: Jupyter Notebook - Size: 1.48 MB - Last synced at: 5 months ago - Pushed at: about 2 years ago - Stars: 8 - Forks: 5

VipulRamtekkar/Active-Appearance-Models

Course Project for the course CS 736

Language: Python - Size: 348 MB - Last synced at: 7 months ago - Pushed at: about 5 years ago - Stars: 19 - Forks: 5

int-brain-lab/ibl-changepoint

Toolbox for change-point detection and ideal-observer analyses of IBL task data

Language: Jupyter Notebook - Size: 269 KB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 6 - Forks: 0

astrorama/PhosphorosCore

C++ Tool for Template Fitting for Photometric Redshift Estimation

Language: C++ - Size: 2.88 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

maxxhvo/Modelling_Climate_Change_Via_Indicators

Statistical Modelling and Data Visualization of a Climate Change Dataset (January 1984 to December 2008 ) Sourced from Kaggle

Language: HTML - Size: 15.1 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

neurorishika/pyGORL

Python-based fitting of 1-state MDP Reinforcement Learning algorithms using Global Optimization (Turner Lab, HHMI, 2023)

Language: HTML - Size: 502 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

alexandershaw4/aoptim

a gradient-based optimisation routine for highly parameterised non-linear dynamical models

Language: MATLAB - Size: 7 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 4 - Forks: 0

eslam69/neuroptimus-hippoUnit

Language: C - Size: 151 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

Ramy-Badr-Ahmed/Signal-Processor

Signal Processor in Python - https://doi.org/10.5281/zenodo.13286179

Language: Python - Size: 1.35 MB - Last synced at: 6 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

GeoVr-organization/RESP3D-generator

From coin to 3D face sculpture of roman emperors

Language: Python - Size: 10.4 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 1

anilbey/Nonlinear-Model-Identification-with-FROE

Implementation of the algorithm described in the following paper. Korenberg, M., Billings, S.A. and Liu, Y.P. (1987) An Orthogonal Parameter Estimation Algorithm for Nonlinear Stochastic Systems

Language: MATLAB - Size: 971 KB - Last synced at: 4 months ago - Pushed at: over 6 years ago - Stars: 6 - Forks: 1

phdpablo/smart-cfa

Solution in the form of a tutorial article wherein the key decisions made in conducting a CFA are validated through recent literature and presented within a dynamic document framework.

Language: TeX - Size: 9.12 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

paogam1997/Sensibility-Analysis-MatlabToolbox

Files used for the Cibernetica Fisiologica project. I've used the Matlab sensitivity toolbox to find the parameters that make the model fits the data simulated.

Language: MATLAB - Size: 7.73 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

aleniart/multiple_linear_regression_customers

Multiple linear regression model based on eCommerce customers data in Python language.

Language: Jupyter Notebook - Size: 3.6 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

antoniofs23/function-fitting-demo

step-by-step walkthrough of model fitting via least squares and staircase validation via negative log likelihood in MATLAB

Language: Jupyter Notebook - Size: 105 KB - Last synced at: 6 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

nidhimanthale/Statistical-Modelling

Statistical Modelling of Swine Flu Outbreak Data

Language: R - Size: 239 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

dteuscher1/Store-Demand-Time-Series

EDA, visualization and model fitting of time series data for the Store Item Demand Forecasting Kaggle competition using the Prophet package. The goal of the competition is to predict the sales of 50 different items at 10 different stores over 3 months. Results would be in the 57th percentile.

Language: R - Size: 3.16 MB - Last synced at: 7 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

Olrez/HVAC_model_regression

HVAC model fitting tool from measured data, basic tkinter gui

Language: Python - Size: 51.8 KB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

quantumjot/PyFolding 📦

Python framework for multi-parameter optimization and evaluation of protein folding models

Language: Python - Size: 11.9 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 16 - Forks: 4

NMikolajewicz/MetaLab

Meta-analysis toolbox for basic research applications. Developed in MATLAB R2016b.

Language: MATLAB - Size: 3.07 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 9 - Forks: 6

NMikolajewicz/Animal-growth-models

This MATLAB script fits either a linear or hyperbolic function to time-series data (e.g., growth data).

Language: MATLAB - Size: 300 KB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0

JaPitt/GEARS

GEARS a toolbox for Global parameter Estimation with Automated Regularisation via Sampling by Jake Alan Pitt and Julio R. Banga

Language: Matlab - Size: 179 MB - Last synced at: almost 2 years ago - Pushed at: almost 7 years ago - Stars: 2 - Forks: 0

AlessandroMessori/Preference-Selection-Automatic-Cut

Automatic Dendrogram Cut integration for preference based Computer Vision Model Fitting algorithms

Language: Python - Size: 93.5 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 1

shridhar1504/Foreign-Exchange-Rate-Time-series-Datascience-Project

This project will use time series analysis to forecast the exchange rate between the euro and the US dollar. The project will use a variety of statistical techniques, such as ARIMA to model the data and forecast the exchange rate.

Language: Jupyter Notebook - Size: 2.37 MB - Last synced at: 26 days ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

anuragkr29/Machine-Learning

The projects which involve the use of ML concepts

Language: Python - Size: 207 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

javiaspiroz/api-node-PC3 Fork of Juanal07/api-node-PC3

Welcome to our PC3 backend

Size: 6.71 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

javiaspiroz/api-flask-PC2 Fork of Juanal07/api-flask-PC2

Size: 1.33 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

Balajimohan18/Foreign-Exchange-Rate-Time-Series-Datascience-Project

This project will use time series analysis to forecast the exchange rate between the euro and the US dollar. The project will use a variety of statistical techniques, such as ARIMA to model the data and forecast the exchange rate.

Language: Jupyter Notebook - Size: 2.21 MB - Last synced at: 10 days ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

Siddharth1989/WranglingRealEstateData

Wrangled real estate data from multiple sources and file formats, brought it into a single consistent form and analysed the results.

Language: Jupyter Notebook - Size: 8.51 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

Briankim254/mushroom-classifier

This repository hosts a machine learning-based mushroom identification system, utilizing scikit-learn models in a Jupyter notebook. The project analyzes and processes a Kaggle dataset to train a model that classifies mushrooms as edible or poisonous, providing a reliable tool for mushroom enthusiasts and foragers.

Language: Jupyter Notebook - Size: 68.4 KB - Last synced at: 10 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

priyalfatewar/Data-Analytics-Project-on-Gender-Classification

Data Analytics on a simple gender classification dataset taken from kaggle. Univariate bivariate and multivariate analysis EDA and model fitting

Language: Jupyter Notebook - Size: 243 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

lacerbi/nyu2023-bayes

Tutorial on Bayesian model fitting with (Py)VBMC.

Language: Jupyter Notebook - Size: 15.5 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

omar-elmaria/distributions_of_per_user_metrics

This repo contains an R script that algorithmically finds the best distribution that fits several continuous, randomized variables

Language: R - Size: 9.77 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

Marieapln/Dissertation Fork of Marie-2707/Dissertation

Shiny App to visualise and fit a GAM

Language: R - Size: 2.03 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

hluebbering/linear-models

Statistical analysis and linear modeling in R

Language: R - Size: 1.52 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

omyllymaki/ransac-solver

General RANSAC solver with detailed examples.

Language: Python - Size: 373 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0

dteuscher1/NBA-Basketball-Visualization

Visualization and model fitting for Kobe Bryant shots over the course of his career. Data comes from the Kobe Bryant Shot Selection Kaggle Competition

Language: HTML - Size: 19.4 MB - Last synced at: 7 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

devosmitachatterjee2018/Computer_Vision

The project involves projective geometry, geometric transformations, modelling of cameras, feature extraction, stereo vision, recognition and deep learning, 3d-modelling, geometry of surfaces and their silhouettes, tracking, and visualisation.

Language: MATLAB - Size: 35.7 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

adbecker/tsiR

tsiR: An R package for time-series Susceptible-Infected-Recovered models of epidemics

Language: R - Size: 1010 KB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 6 - Forks: 5

dimikave/timeseries_auth

Semester Project for Timeseries Course / Aristotle University of Thessaloniki / Winter Semester 2020

Language: MATLAB - Size: 3.85 MB - Last synced at: 11 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 1

wtennant/arbo_gpu_fit

Fitting a stochastic individual based model for arboviral disease.

Language: C++ - Size: 94.7 KB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

aernesto/NBDT_dynamic_clicks

Reference repository for code used in our NBDT publication on the dynamic clicks task

Language: MATLAB - Size: 10.7 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

aernesto/param-infer-clicks

code to infer model parameters from data (first dedicated to the dynamic clicks task)

Language: MATLAB - Size: 886 KB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0

sg-s/model

Elegant Mathematica-style model manipulation, fitting and exploration in MATLAB.

Language: Matlab - Size: 3.2 MB - Last synced at: 19 days ago - Pushed at: almost 8 years ago - Stars: 2 - Forks: 1

miguelangelnieto/Finding-Donors-for-CharityML

Investigated factors that affect the likelihood of charity donations being made based on real census data. Developed a naive classifier to compare testing results to. Trained and tested several supervised machine learning models on preprocessed census data to predict the likelihood of donations. Selected the best model based on accuracy, a modified F-scoring metric, and algorithm efficiency.

Language: HTML - Size: 212 KB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0

rebeccak1/finding-donors

Finding Donors for CharityML

Language: HTML - Size: 1.16 MB - Last synced at: 12 months ago - Pushed at: about 8 years ago - Stars: 0 - Forks: 1