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GitHub topics: time-series-regression

maxim074/Unified-framework

The Unified Framework offers a logical structure that connects concepts from black hole genesis to artificial intelligence safety. Explore foundational theories and key papers to deepen your understanding of reality's framework. 🛠️🌌

Size: 1.17 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

sktime/sktime

A unified framework for machine learning with time series

Language: Python - Size: 77.3 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 9,083 - Forks: 1,629

aeon-toolkit/aeon

A toolkit for machine learning from time series

Language: Python - Size: 105 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 1,187 - Forks: 207

romanmicuda/global-economy-indicators

The dataset is compiled from the National Accounts Main Aggregates Database that presents a series of analytical national accounts tables from 1970 onwards for more than 200 countries and areas of the world.

Language: Jupyter Notebook - Size: 310 KB - Last synced at: 10 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

AIStream-Peelout/flow-forecast

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

Language: Python - Size: 8.03 MB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 2,186 - Forks: 300

salesforce/DeepTime 📦

PyTorch code for Learning Deep Time-index Models for Time Series Forecasting (ICML 2023)

Language: Python - Size: 1.25 MB - Last synced at: 27 days ago - Pushed at: about 1 month ago - Stars: 360 - Forks: 64

inEXASCALE/llm-abba

Time series analysis with LLM-ABBA: A symbolic approach

Language: TypeScript - Size: 48.4 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 2

ilmarcopardo/NARX

NARX Pytorch implementation

Language: Python - Size: 2.06 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

time-series-machine-learning/tsml-py

A toolkit for time series machine learning algorithms.

Language: Python - Size: 726 KB - Last synced at: 18 days ago - Pushed at: about 2 months ago - Stars: 8 - Forks: 1

sktime/sktime-dl

DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow

Language: Python - Size: 1.32 MB - Last synced at: 3 days ago - Pushed at: 11 months ago - Stars: 598 - Forks: 79

eriknovak/TARNet

The experiment scripts of the TARNet model for classification of time series with missing balues

Language: Jupyter Notebook - Size: 2.06 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

ahmedshahriar/Time-Series-Projects

Collection of my Time series Analysis Projects

Language: Jupyter Notebook - Size: 3.99 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1

oliveiract/Drugstore-Sales-Forecast

This repository contains files and scripts to build a sales forecasting Telegram Bot for a pharmacy chain. The purpose of this project is to quickly and easily provide a revenue estimate in order to assist the CEO in decision making. (Project Data Science in Production / DS Community)

Language: Jupyter Notebook - Size: 26.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

dependable-cps/adversarial-MTSR

Language: Python - Size: 23 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 28 - Forks: 16

Dhall777/niner

Basic cryptocurrency price prediction using Axon, Elixir's primary deep learning utility.

Language: Elixir - Size: 273 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

TomatoFT/Vehicle-Trajectory-Prediction-in-Ho-Chi-Minh-city-streets

Predict the trajectory of the vehicles in HCM city streets with YOLOv7 + DeepSORT + CNN-LSTM/CNN-GRU.

Language: Python - Size: 77.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

martinnff/prais_winsten_estimator

Generalization of the Prais Winsten estimator for AR time series of arbitrary order

Language: R - Size: 26.4 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

be-favorite/Multiple_timeseries

Time Series Regression Models

Language: HTML - Size: 11.8 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

chrismolli/windforecasting

Case study of a time-series regression task for 24h wind forecasting. Investigation of OLS, XGB and MLP applications.

Language: Jupyter Notebook - Size: 1.13 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0