Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub topics: autoregressive-models
pdebench/PDEBench
PDEBench: An Extensive Benchmark for Scientific Machine Learning
Language: Python - Size: 1.13 MB - Last synced: about 14 hours ago - Pushed: 25 days ago - Stars: 648 - Forks: 77
cldrake01/sibyl
Repository for the paper "Advancing Time Series Forecasting: Variance-Aware Loss Functions in Transformers"
Language: Python - Size: 218 MB - Last synced: 17 days ago - Pushed: 17 days ago - Stars: 1 - Forks: 0
jobstdavid/tsEMOS
Time Series based Ensemble Model Output Statistics
Language: R - Size: 204 KB - Last synced: 18 days ago - Pushed: 18 days ago - Stars: 3 - Forks: 0
Luigi-Tommasicchio/Bachelor-Thesis
Time-series forecasting tecniques applied to the stock market
Language: Python - Size: 37 MB - Last synced: 19 days ago - Pushed: 19 days ago - Stars: 0 - Forks: 0
hazy/dpart
dpart: General, flexible, and scalable framework for differentially private synthetic data generation, developed by hazy.
Language: Python - Size: 2.78 MB - Last synced: 25 days ago - Pushed: 26 days ago - Stars: 22 - Forks: 6
sayande01/Weather_Forecasting_ML
"We're using advanced machine learning to predict weather better. By looking at past weather data, we're making accurate forecasts for things like temperature, humidity, and wind speed. This helps different industries plan better for weather-related events."
Language: Jupyter Notebook - Size: 2.29 MB - Last synced: 26 days ago - Pushed: 26 days ago - Stars: 0 - Forks: 0
raymin0223/fast_robust_early_exit
Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)
Language: Python - Size: 95.7 KB - Last synced: about 1 month ago - Pushed: about 2 months ago - Stars: 39 - Forks: 8
FoundationVision/VAR
[GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-simple, user-friendly yet state-of-the-art* codebase for autoregressive image generation!
Language: Python - Size: 75.2 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 2,568 - Forks: 210
fajieyuan/WSDM2019-nextitnet
Generative model for sequential recommendation based on Convolution Neural Networks (CNN))
Language: Python - Size: 46.8 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 110 - Forks: 29
jolly-io/Stock_Markets_Assymetric_Volatility_Spillover_Effects
I investigate the Asymmetric Volatility Spillover Effects within and across six major International stock markets. United States, Canada, France, Germany, Italy & Japan
Language: R - Size: 2.31 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 2 - Forks: 0
msikorski93/Forecasting-Inflation-Rates-of-Poland
Recently inflation is a popular topic in Poland and is highest since 2001. Experts presume inflation in Poland should continue to rise, and by the end of 2021 it will be close to 8%. This notebook aims to develop a forecasting model for time series using Python.
Language: Jupyter Notebook - Size: 2.89 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 12 - Forks: 5
StefanHeng/Symbolic-Music-Generation
Symbolic music generation taking inspiration from NLP and human composition process
Language: Python - Size: 46.3 MB - Last synced: 2 months ago - Pushed: 12 months ago - Stars: 16 - Forks: 5
Amr-Abdellatif/Autoregressive-Models-for-Time-Series---Sequence-modelling
Autoregressive modelling for time-series used from Andrej Karpathy shakespeare data
Language: Jupyter Notebook - Size: 18.6 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0
arya-upm/mVARbox
mVARbox is a Matlab toolbox for uni/multivariate data series analysis in both time/space and frequency domains, with focus on mutivariate autoregressive (VAR) models
Language: MATLAB - Size: 30 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 6 - Forks: 0
LauraSparacino/GICA_toolbox
Granger Causality (GC), Granger Isolation (GI) and Granger Autonomy (GA) for the assessment of bivariate causal and non-causal interactions in linear autoregressive processes.
Language: MATLAB - Size: 47.9 KB - Last synced: 5 months ago - Pushed: about 1 year ago - Stars: 1 - Forks: 1
emilopez/pysalado
Forecast of Salado River level (Santa Fe, Arg.)
Language: Python - Size: 6.89 MB - Last synced: 4 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0
ermongroup/fast_feedforward_computation
Official code for "Accelerating Feedforward Computation via Parallel Nonlinear Equation Solving", ICML 2021
Language: Jupyter Notebook - Size: 1.56 MB - Last synced: 2 months ago - Pushed: over 2 years ago - Stars: 24 - Forks: 0
Rafaelll92/Modelos-Heterocedasticos-Multivariados-PETR3-Mercado-a-Vista
Análise da série histórica Dados Históricos Petrobras Ações Ordinárias - PETR3_SA 2020-10-07 00:00:00 até 2023-10-06 00:00:00
Size: 3.08 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 0
absaw/DDM_Timeseries_Forecast
Autoregressive Denoising Diffusion Models for Multivariate Probabilistic Time Series to benchmark datasets from different domains
Language: Jupyter Notebook - Size: 18.5 MB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 9 - Forks: 1
AjNavneet/Moving_Autoregressive_TimeSeriesForecasting_SensorData
Moving average (MA) and autoregressive (AR) time series models for forecasting sensor data.
Language: Jupyter Notebook - Size: 3.25 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0
khanhvu207/kore2022
Kaggle Kore 2022 - An autoregressive modeling approach to imitation learning
Language: Python - Size: 5.69 MB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0
juliakubisa/gold-price-prediction
Forecasting the gold prices using ARIMA model
Language: Jupyter Notebook - Size: 154 KB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0
Owinnie/MLearn
Machine Learning projects
Language: Jupyter Notebook - Size: 4.36 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0
AndyShih12/LongHorizonTemperatureScaling
PyTorch implementation for "Long Horizon Temperature Scaling", ICML 2023
Language: Python - Size: 1.36 MB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 15 - Forks: 0
GabrielFernandezFernandez/SPIVAE
Stochastic processes insights from VAE. Code for the paper: Learning minimal representations of stochastic processes with variational autoencoders.
Language: Jupyter Notebook - Size: 18.8 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 4 - Forks: 0
jaymax01/housing-price-forecasting
Time series modeling of US real estate housing prices
Language: Jupyter Notebook - Size: 11.8 MB - Last synced: 4 months ago - Pushed: 9 months ago - Stars: 1 - Forks: 0
svjack/GLM-Open-Dialogue
A enhanced Open Dialogue Context Generator supported by General Language Model Pretraining with Autoregressive Blank Infilling
Language: Python - Size: 39.1 KB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 7 - Forks: 0
nsb700/time-series-forecasting
Time Series Forecasting
Language: Jupyter Notebook - Size: 447 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0
abraham-mv/Covid-19-in-Mexico-time-series
A time series analysis of the Covid-19 cases in Mexico at a national and state level. We used autoregressive models, such as AR, ARIMA and Random Forest regressor to predict future cases and analyze how the pandemic impacted different states throughout the 3 case waves.
Language: Jupyter Notebook - Size: 1.23 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0
alaparicioc/Estimating_annual_flows_from_censuses
This repository contains data, code and oputputs related to the paper titled "Estimating annual bilateral migration flows in South America through correcting for measurement errors in census data"
Language: R - Size: 1.47 MB - Last synced: 10 months ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0
Jiian/seoulbike
Optimising bike supply resources in Seoul's bike sharing system. (Analyses and Recommendations)
Language: Jupyter Notebook - Size: 87.1 MB - Last synced: 11 months ago - Pushed: over 2 years ago - Stars: 1 - Forks: 3
matteosaponati/spontaneous-gamma-circuit
This is a repository for the paper: "Spontaneous variability in gamma dynamics described by a damped harmonic oscillator driven by noise" G Spyropoulos, M Saponati, JR Dowdall, ML Schölvinck, CA Bosman, B Lima, A Peter, I Onorato, J Klon-Lipok, R Roese, S Neuenschwander, W Singer, P Fries, M Vinck (2022, Nature Communications)
Language: Python - Size: 4.12 MB - Last synced: 11 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0
GregorKobsik/Octree-Transformer
Octree Transformer: Autoregressive 3D Shape Generation on Hierarchically Structured Sequences - CVPRW: StruCo3D, 2023
Language: Python - Size: 666 KB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 2 - Forks: 0
AndyShih12/mac
PyTorch implementation for "Training and Inference on Any-Order Autoregressive Models the Right Way", NeurIPS 2022
Language: Python - Size: 18.6 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 7 - Forks: 2
pagegitss/UAE
A Unified Deep Model of Learning from both Data and Queries for Cardinality Estimation
Language: Python - Size: 11.3 MB - Last synced: 12 months ago - Pushed: over 2 years ago - Stars: 17 - Forks: 7
qntwrsm/TensorAutoregressions.jl
Provides methods for tensor-valued autoregressive modelling, such as estimation, forecasting and impulse response function (IRF) analysis
Language: Julia - Size: 193 KB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0
GregorKobsik/ImageTransformer
This notebook shows a basic implementation of a transformer (decoder) architecture for image generation in TensorFlow 2.
Language: Jupyter Notebook - Size: 23.7 MB - Last synced: 12 months ago - Pushed: over 3 years ago - Stars: 2 - Forks: 1
dashnak90/Time-Series-Analysis
Analyzing and forecasting Time Series
Language: Jupyter Notebook - Size: 11.2 MB - Last synced: over 1 year ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 1
AlbertoMarinelli/ISPR-midterms
Assignments for the course of Intelligent Systems for Pattern Recognition (university of Pisa)
Language: Python - Size: 19.8 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0
fnzhan/IQ-VAE
Auto-regressive Image Synthesis with Integrated Quantization [ECCV 2022]
Language: Python - Size: 343 KB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 2 - Forks: 0
dssantos/alibaba-datacenter-workload
Análise e aplicação de modelos preditivos utilizando modelos Auto Regressivos em conjunto de dados de cluster do Grupo Alibaba
Language: Jupyter Notebook - Size: 619 KB - Last synced: over 1 year ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0
Rmko4/ML-Unfinished-Fugue
Music generation with machine learning: Completing Bach's unfinished Contrapunctus XIV. A variety of models including linear regression, multilayer perceptrons and echo state networks are used as autoregressive models to take on the challenging time-series task.
Language: Jupyter Notebook - Size: 51.2 MB - Last synced: 25 days ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0
Niccolo-Ajroldi/Functional-Autoregressive-Process-2D
Repository containing a gif of the evolution of a Functional Autoregressive Process of order one, namley a FAR(1) model.
Size: 302 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0
oliviergimenez/marss_jags
Fit multivariate state-space autoregressive models in Jags
Language: Rich Text Format - Size: 13.6 MB - Last synced: 3 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0
