Collection of notebooks for time series analysis
☆433Mar 31, 2026Updated last month
Alternatives and similar repositories for time-series-analysis
Users that are interested in time-series-analysis are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Scalable and user friendly neural forecasting algorithms.☆4,074Apr 30, 2026Updated last week
- A Library for Advanced Deep Time Series Models for General Time Series Analysis.☆12,196Apr 18, 2026Updated 3 weeks ago
- Source code for Deep Partial Least Squares for Empirical Asset Pricing.☆15Jun 22, 2022Updated 3 years ago
- Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting☆1,576Jun 6, 2025Updated 11 months ago
- Repository of all completed projects during the "AI for Trading" Nanodegree☆50Jun 21, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transf…☆3,872Updated this week
- Statistical/Machine Learning using Randomized and Quasi-Randomized (neural) networks (currently Python & R)☆20Mar 17, 2026Updated last month
- An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://ar…☆2,543Aug 12, 2024Updated last year
- Code release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/a…☆559Aug 19, 2024Updated last year
- ☆639Sep 16, 2023Updated 2 years ago
- ☆81Sep 3, 2025Updated 8 months ago
- Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight)☆2,097Jul 17, 2025Updated 9 months ago
- Official repository for the book Time Series Forecasting with Foundation Models☆55Dec 9, 2025Updated 5 months ago
- Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series an…☆6,050Mar 8, 2026Updated 2 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆22Jun 8, 2020Updated 5 years ago
- Ensemble wavelet based neural network for generating epidemiological forecasting (epicasting)☆15Sep 20, 2025Updated 7 months ago
- Resources about time series forecasting and deep learning.☆788Apr 28, 2026Updated last week
- [ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"☆2,640Oct 15, 2025Updated 6 months ago
- Unified Training of Universal Time Series Forecasting Transformers☆1,484Jan 29, 2026Updated 3 months ago
- High performance hybrid Monte Carlo simulation☆10Apr 27, 2026Updated last week
- ☆826Aug 26, 2024Updated last year
- The official code for "One Fits All: Power General Time Series Analysis by Pretrained LM (NeurIPS 2023 Spotlight)"☆652Jan 8, 2024Updated 2 years ago
- Chronos: Pretrained Models for Time Series Forecasting☆5,255Apr 21, 2026Updated 2 weeks ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- The practitioner's forecasting library☆352Mar 8, 2026Updated 2 months ago
- About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), ht…☆2,455Feb 28, 2025Updated last year
- A variation on a standard Decision Tree such as that in sklearn, where nodes may be based on an aggregation of multiple splits.☆10May 24, 2024Updated last year
- PyData London 2022 sktime workshop☆11Aug 21, 2023Updated 2 years ago
- Probabilistic time series modeling in Python☆5,182Mar 17, 2026Updated last month
- This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction …☆3,129Mar 29, 2026Updated last month
- Calculates various features from time series data. Python implementation of the R package tsfeatures.☆443Apr 23, 2024Updated 2 years ago
- Tensorflow implementation of time series generation using a variational autoencoder☆27Aug 12, 2024Updated last year
- Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.☆742Apr 27, 2026Updated last week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- DMKD- Series2Vec: Similarity-based Representation Learning for Time Series☆44Mar 21, 2025Updated last year
- fill the GRACE gap using novel Transformer method☆18Dec 17, 2024Updated last year
- [AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"☆2,456Jan 27, 2024Updated 2 years ago
- ☆159Mar 10, 2026Updated last month
- TSMixer in PyTorch☆21Nov 24, 2023Updated 2 years ago
- Popular method ARIMA for outlier detection purposes☆28Jun 25, 2024Updated last year
- Tackling Climate Change with Time Series Analysis and Forecasting☆32Jan 2, 2026Updated 4 months ago