GitHub topics: forecasting-time-series

Repositories

DC-research/TEMPO

The official code for "TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting (ICLR 2024)". TEMPO is one of the very first open source Time Series Foundation Models for forecasting task v1.0 version.

Language: Python - Size: 1.82 MB - Last synced at: 29 days ago - Pushed at: about 2 months ago - Stars: 101 - Forks: 14

cruiseresearchgroup/forecasting-on-new-roads

Official repo for the following paper: Traffic Forecasting on New Roads Unseen in the Training Data Using Spatial Contrastive Pre-Training (SCPT) (ECML PKDD DAMI '23)

Language: Python - Size: 5.44 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 7 - Forks: 4

mehak6569/reservoir-water-level-forecasting

Forecasting the water levels of the Cauvery reservoirs

Language: Jupyter Notebook - Size: 26.5 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

lisek75/ts_forecasting_notebook

Time series forecasting using ML models (ARIMA, SARIMA, SARIMAX and Prophet)

Language: Jupyter Notebook - Size: 22.9 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

Danielwohlr/delivery_time_series

Time series forecasting of food delivery service data

Language: Python - Size: 260 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

soham-shee/LoadLens

A Load Forecasting Prediction System with Frontend

Language: Jupyter Notebook - Size: 5.56 MB - Last synced at: 10 days ago - Pushed at: 2 months ago - Stars: 1 - Forks: 1

Magnus0969/Traffic-Flow-Prediction

This project aims to analyze and forecast traffic flow using the Seasonal Autoregressive Integrated Moving Average (SARIMA) model. The dataset comprises traffic flow data collected from multiple junctions, with a focus on daily vehicle counts at Junction 1.

Language: Jupyter Notebook - Size: 1.2 MB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

kaushiksurbhistats/bayesian-forecasting

Language: Python - Size: 11.7 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

dimsariyanto/Gold-Price-Prediction

This project predicts gold prices based on historical market data using Bi-LSTM. The model is trained with price and volume features, and evaluated using MAPE to measure prediction accuracy.

Language: Jupyter Notebook - Size: 464 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Soumyadipta2020/cu_msc_project_soumyadipta 📦

CU M.Sc. Project

Language: R - Size: 14.6 KB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

Soumyadipta2020/ISI_summer_internship_soumyadipta 📦

ISI Summer Internship

Language: R - Size: 8.79 KB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

realdanielbyrne/N-BEATS-Lightning

An Implementation of N-BEATS using Pytorch Lightning

Language: Python - Size: 79.6 MB - Last synced at: 21 days ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

sai-123-code/Omdena-Mexico-Air-quality-Prediction

This project is part of omdena Local chapter named "Air Quality Prediction and Personalized Health Recommendations for Mexico City" and this repository contains all related resources used by me for this project. Website: https://www.omdena.com/chapter-challenges/air-quality-prediction-and-personalized-health-recommendations-for-mexico-city

Language: Jupyter Notebook - Size: 211 KB - Last synced at: 18 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

ethanlchristensen/PredictiveForecastingLearning

Learn about how we can use models to make predicitons in the future based on historical data.

Language: Jupyter Notebook - Size: 1.91 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

Arturo2R/Dashboard

Dashboard of New House Index Pricing

Language: HTML - Size: 4.21 MB - Last synced at: 28 days ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

TejasKhandwekar/LLM-Comparison

Repository for replicating and comparing time series LLM models with statistical models

Language: Jupyter Notebook - Size: 4.11 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

sunsided/timelag-rs

Creating time lagged time series data

Language: Rust - Size: 73.2 KB - Last synced at: 14 days ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

trainindata/feature-engineering-for-time-series-forecasting

Code repository for the online course "Feature Engineering for Time Series Forecasting".

Language: Jupyter Notebook - Size: 24.9 MB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 172 - Forks: 129

NirmalSagarTigga/Air_Quality_Index-prediction-using-Machine-Learning

This repo consist of predicting Air quality values like relative humidity, absolute humidity or any other features I have used forecasting method to analyze and predict

Language: Jupyter Notebook - Size: 550 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

bennicholson2/Maryland-Automotive-Industry

Comprehensive Research Project as a part of internship at Seton Hill University

Language: Jupyter Notebook - Size: 15.5 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

nataliabeltranarg/TimeSeriesForecasting-GlovoOrders

Implemented time series forecasting to predict future orders for Glovo, utilizing models such as ARIMA/SARIMA, LASSO, XGBoost, and Linear Regression.

Language: Jupyter Notebook - Size: 9.26 MB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

CallmeQuant/Boostrapping-Markov-Chain

Implementing method of Willemain et al., 2004 for forecasting intermittent demand

Language: R - Size: 1.01 MB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

CallmeQuant/TCN-GCN-Time-Series-Approach

Language: Jupyter Notebook - Size: 2.97 MB - Last synced at: 10 days ago - Pushed at: almost 2 years ago - Stars: 13 - Forks: 1

madsh0402/Forecasting-energy-consumption-in-Denmark Fork of daattali/beautiful-jekyll

Exploring forecasting for energy consumption

Language: Jupyter Notebook - Size: 54.8 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 2 - Forks: 0

PhongDiii/Individual-project-Production-Planning-in-Hoa-Phat

Analyze and propose the plan to monitor and estimate business aspects

Size: 17.5 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 3 - Forks: 0

aaleksandraristic/Machine-Learning-Predictive-Models---GA-Time-Series-Prediction

Developing an accurate and reliable financial prediction model for the next 5 years using historical data, to assist investors, traders, and financial analysts make informed decisions about buying or selling stocks in a dynamic market.

Language: Jupyter Notebook - Size: 1.93 MB - Last synced at: about 2 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

TeoMastro/stock-prediction-tweeter

Predicting future stock prices based on past close prices and sentiment provided by a series of tweets. A time series forecasting survey using sentiment analysis.

Language: Jupyter Notebook - Size: 7.99 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

rlskoeser/shxco-missingdata-specreading

replication code and data for missing data, speculative reading article

Language: Jupyter Notebook - Size: 83.2 MB - Last synced at: about 2 hours ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

m6129/VKR

Investigation of the capabilities of foundations models in the context of time series forecasting

Language: Jupyter Notebook - Size: 12 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 6 - Forks: 0

tushar55b/energy-consumption-forecasting

Forecasting the Energy Load Consumption using time series data

Language: Jupyter Notebook - Size: 21.2 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

jprmaulion/dam-waterLevel-prediction

Provide exploratory data analysis of the water level dataset from the Three Gorges dam in China as well as develop a machine learning model to forecast upstream water levels.

Language: Jupyter Notebook - Size: 2.7 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

cybergeekgyan/BitPredict

Highly accurate forecasting model for predicting Bitcoin prices in January 2024 using deep learning techniques, specifically Recurrent Neural Networks (RNNs).

Size: 106 KB - Last synced at: 12 months ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

crncck/Forecast-Sales-ARIMA-SARIMAX

Time series forecasting on future sales with ARIMA and SARIMAX algorithms

Language: Jupyter Notebook - Size: 228 KB - Last synced at: 5 months ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

irinazobova/solar-activity-forecast

Long-term solar activity forecast for solar cycles 25 and 26 with libraries numpy, pandas, scipy, sympy, sklearn. A science project by physics undergrad student.

Language: Jupyter Notebook - Size: 1.93 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

andrea-dimarco/siate-codebase

AI-driven identification of biomarkers from hemodialysis data.

Language: Python - Size: 11.9 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

lorenzoridolfi9/Apple

Apple revenue forecast

Language: Jupyter Notebook - Size: 886 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

AxelSeanCP/Apple-Stock-Forecast

A project from dicoding Machine Learning Intermediate Class with data Time Series

Language: Jupyter Notebook - Size: 1.43 MB - Last synced at: 16 days ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

arminZolfaghari/Forescasting-EEG-Signals

Forecasting EEG signals using Lag-Llama model

Size: 6.29 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

AlessandroCogollo/AN2DL-Challenges-2023

Two projects developed as part of a university course on Artificial Neural networks and Deep Learning, in particular, an image classification task, and a univariate time series forecasting task.

Language: Jupyter Notebook - Size: 1.63 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Francesco-Greco2/My-Portfolio

Here I will upload all my work done during my L4 Data Analyst Apprenticeship.

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nikapotato/hydro-power-prediction-experiments

The day-ahead prediction of electricity production from a run-of-river hydropower plant.

Language: Jupyter Notebook - Size: 5.9 MB - Last synced at: 11 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

MarcellinusRyan20/SalesForecasting

Engaged in a collaborative effort with a company seeking to implement machine learning for forecasting purposes. Employed Time Series Analysis using data spanning 2019 to 2023, evaluating three distinct models. The model with the optimal error score was selected to project values for 2024.

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hammaad2002/Solar-Irradiance-Forecasting-Using-Deep-Learning-Techniques

Solar Irradiance Forecasting Using Deep Learning Techniques

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ShivanshuThakur0/JoyStore_SalesDsshboard

Joy Store Sales Dashboard & Report using Power BI

Size: 38.9 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Jchow2/python-expedia-hotel-booking-searches

How does user aggregate purchasing history and hotel prices affect number of nights stay at hotel over the weekend? Interested in the relationship between hotel price and search criteria of customers.

Language: Jupyter Notebook - Size: 43.1 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

ritikaga/Superstore-Sales-Analysis-and-Time-series-Forecasting

Analysis Sales data to gain insights and create Interactive Sales Dashboard and also predict /Forecast the next sales with the use of Power-Bi.

Size: 2.59 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

ipang-dwi/fts

Forecasting Time Series with Moving Average and Exponential Smoothing

Language: PHP - Size: 239 KB - Last synced at: 17 days ago - Pushed at: over 5 years ago - Stars: 10 - Forks: 7

Hannahnv/Customer-Transaction-Analysis

Analyzing retail sales data to craft targeted marketing, elevate customer experiences, and forecast future sales.

Language: Jupyter Notebook - Size: 5.37 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

canberkkacan/PV-Panel-Power-Generation-Forecast-with-Random-Forest

Random Forest algorithm to forecast the hourly power generation of PV plant over time, using time series data and multiple features.

Language: Python - Size: 85.9 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

bhavyaverma1/IESO-Price-Forecasting

End-to-end data pipeline tool to predict fuel prices using IESO data

Language: Jupyter Notebook - Size: 19.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

tdolz/hierAgeStrucEDM

data and code associated with the manuscript in review "Age structure augments the predictive power of time series for fisheries and conservation" by Tara E. Dolan, Eric P. Palkovacs, Tanya L. Rogers, and Stephan B. Munch.

Language: R - Size: 76.6 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

rahatkader/Dhaka-Weather-Forecasting

Dhaka weather forecasting model trained using API from Open-Meteo.com

Language: Jupyter Notebook - Size: 351 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0

d-dahir/uk-inflation-forecasting

Time Series Forecasting In R

Language: HTML - Size: 280 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

jarrettsanchez/Australia-drug-sales-forecasting

Exploring and comparing various forecasting techniques.

Size: 1.18 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Wlefils/EUelectricity

Statistical evaluation of renewable and non-renewable electricity generation in the EU.

Size: 54.7 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

luis-cj/data-science-forecasting-food-retailer

Data science project to forecast retail sales from a large grocery chain using a multi-step forecasting Machine Learning algorithm

Language: Jupyter Notebook - Size: 15.6 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

fedash/Energy_Use_Forecasting

Exploring Germany's energy landscape through time-series analysis and predictive modeling of electricity consumption, generation, and cross-border flows.

Language: Jupyter Notebook - Size: 4.88 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Prajna-Ramamurthy/GDSC-AI-ML-Member-Recruitments

This Kaggle competition challenges participants to use a modified version of the POWER NASA Temperature Dataset to build forecasting models.

Language: Jupyter Notebook - Size: 203 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

himarygr/sales-forecasting-and-budget-optimization

💲 🔮 Predict 3 months of item-level sales data at different store locations and optimize budgets and placements to maximize key product metrics

Language: Python - Size: 4.16 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

losparviero/stock-oracle

Predict stock prices using neural networks trained on historical price data.

Language: JavaScript - Size: 52.7 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

lanafuadi/arima_forecasting

This project's objective is to leverage the ARIMA time series regression model to accurately forecast future product sales quantity, enhancing predictive capabilities for better planning and decision-making.

Language: Jupyter Notebook - Size: 1.23 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

UdaykiranEstari/real-time-co2-emissions-forecasting

Real-time CO2 emissions data extraction, cleaning, preprocessing, and time series modeling (AR, ARIMA, SARIMA, LSTM). Analyze, select best model, and forecast CO2 emissions for 10 years. Comprehensive guide for CO2 forecasting using time series modeling.

Language: Jupyter Notebook - Size: 3.3 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0