timeseries-forecasting · GitHub Topics

#计算机科学#Time series forecasting with PyTorch

翻译 - 使用PyTorch进行时间序列预测

PyTorch forecasting gpu uncertainty timeseries-forecasting pytorch-lightning 深度学习 neural-networks timeseries 机器学习 pandas Python 人工智能 artifical-intelligense 数据科学

Python 4.18 k

9 天前

microsoft / FLAML

#自然语言处理#A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

翻译 - 一个快速轻量级的 AutoML 库。

automl hyperparam automated-machine-learning 机器学习数据科学 Python Jupyter Notebook hyperparameter-optimization random-forest scikit-learn 深度学习自然语言处理 natural-language-generation timeseries-forecasting classification regression tuning finetuning tabular-data

Jupyter Notebook 4.07 k

2 天前

time-series-foundation-models / lag-llama

#时序数据库#Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting

forecasting foundation-models time-series time-series-forecasting timeseries timeseries-forecasting llama time-series-prediction time-series-transformer transformers

Python 1.38 k

1 个月前

qingsongedu / awesome-AI-for-time-series-papers

#Awesome#A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

timeseries timeseries-analysis timeseries-forecasting anomalydetection classification forecasting data-mining 深度学习机器学习 signal-processing Awesome Lists 教程 spatio-temporal-analysis

1.34 k

1 年前

business-science / modeltime

#计算机科学#Modeltime unlocks time series forecast models and machine learning in one framework

time time-series forecasting tidymodels 机器学习 prophet arima ets 数据科学深度学习 time-series-analysis timeseries timeseries-forecasting r-package

R 550

5 个月前

reservoirpy / reservoirpy

#计算机科学#A simple and flexible code for Reservoir Computing architectures like Echo State Networks

timeseries Python timeseries-forecasting 机器学习 recurrent-neural-networks 神经网络人工智能 timeseries-analysis

Python 490

7 天前

microprediction / timemachines

#时序数据库#Predict time-series with one line of code.

timeseries time-series time-series-analysis timeseries-analysis timeseries-forecasting prediction predictive-modeling

Python 420

5 个月前

jixinpu / aiopstools

The fundamental package for AIops with python.

aiops timeseries-forecasting anomaly-detection

Python 385

5 年前

microprediction / microprediction

#时序数据库#If you can measure it, consider it predicted

timeseries-forecasting time-series timeseries-analysis timeseries timeseries-database fbprophet kalman-filter Keras

Jupyter Notebook 343

14 天前

aprbw / traffic_prediction

#时序数据库#Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using historical data (timeseries).

PyTorch Tensorflow mxnet time-series timeseries timeseries-forecasting forecasting time-series-forecasting cnn lstm gcn transformer attention 神经网络

TeX 288

1 年前

cuebook / CueObserve

Timeseries Anomaly detection and Root Cause Analysis on data in SQL data warehouses and databases

SQL anomaly anomaly-detection BigQuery redshift snowflake datawarehouse timeseries-analysis timeseries-forecasting

Python 228

3 年前

remigenet / TKAN

TKAN: Temporal Kolmogorov-Arnold Networks

kolmogorov-arnold-networks temporal-networks Tensorflow tensorflow2 timeseries-forecasting jax Keras torch

Python 192

3 个月前

Jimmy-7664 / STD-MAE

[IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting

self-supervised-learning timeseries-forecasting

Python 162

2 个月前

cerlymarco / tspiral

#时序数据库#A python package for time series forecasting with scikit-learn estimators.

forecasting Python scikit-learn time-series timeseries timeseries-forecasting

Jupyter Notebook 161

1 年前

hughxx / tsf-new-paper-taste

A code implementation of new papers in the time series forecasting field.

timeseries-forecasting

Python 122

1 年前

microsoft / A-TALE-OF-THREE-CITIES

#数据仓库#Analyzing the safety (311) dataset published by Azure Open Datasets for Chicago, Boston and New York City using SparkR, SParkSQL, Azure Databricks, visualization using ggplot2 and leaflet. Focus is on...

sparksql Azure R eda data workshop-materials time-series-analysis timeseries-forecasting anomaly-detection Open Data 可视化 leaflet geospatial

R 86

4 年前

questdb / time-series-streaming-analytics-template

Template to quickstart streaming analytics using Apache Kafka for ingestion, QuestDB for time-series storage and analytics, Grafana for near real-time dashboards, and Jupyter Notebook for data science

Grafana Jupyter Notebook kafka kafka-connect questdb timeseries timeseries-analysis timeseries-database timeseries-forecasting 数据科学监控 pandas polars telegraf

Jupyter Notebook 81

3 个月前

remigenet / TKAT

Temporal Kolmogorov-Arnold Transformer

temporal-networks Tensorflow timeseries timeseries-forecasting transformer jax Keras torch

Jupyter Notebook 78

2 个月前

georgezoto / TensorFlow-in-Practice

#自然语言处理#TensorFlow in Practice Specialization. Join our Deep Learning Adventures community 🎉 and become an expert in Deep Learning, TensorFlow, Computer Vision, Convolutional Neural Networks, Kaggle Challen...

深度学习 neural-networks Tensorflow 机器视觉 convolutional-neural-networks kaggle data-augmentation dropout 自然语言处理 timeseries-forecasting

Jupyter Notebook 67

5 年前

BirchKwok / spinesTS

#时序数据库#spinesTS, a powerful toolset for time series prediction, is one of the cornerstones of PipelineTS.

forecasting-models time-series time-series-forecasting Python timeseries timeseries-forecasting

Python 46

1 年前