Zero-shot Time Series Forecasting with TabPFN (work accepted at NeurIPS 2024 TRL and TSALM workshops)
☆385Apr 26, 2026Updated last week
Alternatives and similar repositories for tabpfn-time-series
Users that are interested in tabpfn-time-series are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Community extensions for TabPFN - the foundation model for tabular data. Built with TabPFN! 🤗☆286Apr 30, 2026Updated last week
- ⚡ TabPFN: Foundation Model for Tabular Data ⚡☆6,195May 1, 2026Updated last week
- ☆209Apr 30, 2026Updated last week
- ☆34Updated this week
- ⚡ Easy API access to the tabular foundation model TabPFN ⚡☆234Updated this week
- 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.
- TuneTables is a tabular classifier that implements prompt tuning for frozen prior-fitted networks.☆24Mar 31, 2025Updated last year
- Fine-grained attention in hierarchical transformers for tabular time-series.☆12Dec 24, 2024Updated last year
- MOMENT: A Family of Open Time-series Foundation Models, ICML'24☆756Feb 10, 2026Updated 2 months ago
- Unified Training of Universal Time Series Forecasting Transformers☆1,484Jan 29, 2026Updated 3 months ago
- Foundation Models for Time Series☆842Updated this week
- This work introduces LaT-PFN, a novel time series model that combines PFN and JEPA frameworks to generate zero-shot forecasts efficientl…☆20Aug 1, 2024Updated last year
- Wrapper around MLForecast for more plug and play forecasting☆10Oct 23, 2023Updated 2 years ago
- ☆84Mar 6, 2024Updated 2 years ago
- Code for our paper "VisionTS: Visual Masked Autoencoders Are Free-Lunch Zero-Shot Time Series Forecasters".☆275Aug 13, 2025Updated 8 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Tabular In-Context Learning☆114Mar 6, 2025Updated last year
- Time Series Orchestra (TSorchestra) is a novel ensemble framework designed for zero-shot time series forecasting. It is built upon a cura…☆39Updated this week
- TabICLv2: A state-of-the-art tabular foundation model☆830Updated this week
- Papers for LLM and foundation models for time series analytics☆48Oct 15, 2024Updated last year
- A Living Benchmark for Machine Learning on Tabular Data☆214Updated this week
- Interpretable ML for TabPFN☆51Jul 13, 2025Updated 9 months ago
- Chronos: Pretrained Models for Time Series Forecasting☆5,255Apr 21, 2026Updated 2 weeks ago
- Semi-automatic feature engineering process using Language Models and your dataset descriptions. Based on the paper "LLMs for Semi-Automat…☆188Dec 20, 2024Updated last year
- Official PyTorch implementation of OTiS: An open model for general time series analysis.☆18Apr 1, 2026Updated last month
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Drift-Resilient TabPFN is a method using In-Context Learning via a Prior-Data Fitted Network, to address temporal distribution shifts in …☆28May 17, 2025Updated 11 months ago
- Implementation of "TS-JEPA"☆30Nov 17, 2024Updated last year
- Implementation of the sap-rpt-1-oss deep learning model with inference pipeline as described in the paper "ConTextTab: A Semantics-Aware …☆165Nov 27, 2025Updated 5 months ago
- Our maintained PFN repository. Come here to train SOTA PFNs.☆141Jan 21, 2026Updated 3 months ago
- Scalable and user friendly neural forecasting algorithms.☆4,074Apr 30, 2026Updated last week
- [ICLR 2025 Spotlight] Official implementation of "Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts"☆957Mar 21, 2026Updated last month
- Segment, Shuffle, and Stitch: A Simple Mechanism for Improving Time-Series Representations☆31Oct 26, 2024Updated last year
- ☆26Jan 27, 2026Updated 3 months ago
- ML models + benchmark for tabular data classification and regression☆367Jan 6, 2026Updated 4 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Forecast evaluation library☆158Apr 30, 2026Updated last week
- Official code, datasets and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models" (ICML 2024) and sub…☆971Mar 22, 2026Updated last month
- An extension of Py-Boost to probabilistic modelling☆24Jan 19, 2023Updated 3 years ago
- [official] PyTorch implementation of TimeVQVAE from the paper ["Vector Quantized Time Series Generation with a Bidirectional Prior Model"…☆161Mar 1, 2026Updated 2 months ago
- Time-Series-Optimized Transformer for Observability☆360Updated this week
- Implementations, Pre-training Code and Datasets of Large Time-Series Models☆542Mar 22, 2026Updated last month
- TimeCopilot: the GenAI Forecasting Agent. Built on LLMs and Time Series Foundation Models, it lets you forecast, cross-validate, and dete…☆459Apr 27, 2026Updated last week