forecasting

29 proyectos comparten este topic de GitHub

Las líneas conectan a los miembros que están mediblemente relacionados entre sí. El tamaño de los puntos refleja las estrellas.

🧬 Miembros

DeepLearningExamples

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible…

★ 14.8k

autogluon

Fast and Accurate ML in 3 Lines of Code

★ 10.6k

sktime

A unified framework for machine learning with time series

★ 9.9k

darts

A python library for user-friendly forecasting and anomaly detection on time series.

★ 9.5k

awesome-project-ideas

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

★ 9.2k

postgresml

Postgres with GPUs for ML/AI apps.

★ 6.8k

Informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

★ 6.5k

tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning…

★ 6.1k

chronos-forecasting

Chronos: Pretrained Models for Time Series Forecasting

★ 5.7k

gluonts

Probabilistic time series modeling in Python

★ 5.2k

pytorch-forecasting

Time series forecasting with PyTorch

★ 5k

statsforecast

Lightning ⚡️ fast forecasting with statistical and econometric models.

★ 4.9k

neural_prophet

NeuralProphet: A simple forecasting package

★ 4.3k

neuralforecast

Scalable and user friendly neural :brain: forecasting algorithms.

★ 4.2k

nixtla

TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection.…

★ 4k

time-series-transformers-review

A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.

★ 3k

LTSF-Linear

[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"

★ 2.5k

flow-forecast

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally…

★ 2.3k

orbit

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

★ 2.1k

PyPOTS

A Python toolkit/library for reality-centric machine/deep learning & data mining on partially-observed time…

★ 2k

pmdarima

A statistical library designed to fill the void in Python's time series analysis capabilities, including the…

★ 1.7k

awesome-AI-for-time-series-papers

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and…

★ 1.6k

lag-llama

Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting

★ 1.6k

uni2ts

Unified Training of Universal Time Series Forecasting Transformers

★ 1.6k

skforecast

Python library for time series forecasting using scikit-learn compatible models, statistical methods, and…

★ 1.5k

Awesome-TimeSeries-SpatioTemporal-LM-LLM

A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series,…

★ 1.2k

moment

MOMENT: A Family of Open Time-series Foundation Models, ICML'24

★ 812

Failed-ML

Compilation of high-profile real-world examples of failed machine learning projects

★ 753

timecopilot

TimeCopilot: the GenAI Forecasting Agent. Built on LLMs and Time Series Foundation Models, it lets you…

★ 582

Medido a partir de los temas de GitHub compartidos por ambos proyectos, ponderado por cuán raros son cada uno de los temas.