Search Results - RepositoryStats

642

4.0k

mit

45

Time series forecasting with PyTorch

ai gpu pandas python pytorch temporal timeseries forecasting uncertainty data-science deep-learning neural-networks machine-learning pytorch-lightning artifical-intelligense timeseries-forecasting

Created 2020-07-03

1,922 commits to main branch, last one 11 days ago

FLAML microsoft

516

4.0k

mit

59

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

automl python tuning finetuning hyperparam regression data-science scikit-learn tabular-data deep-learning random-forest classification jupyter-notebook machine-learning timeseries-forecasting automated-machine-learning hyperparameter-optimization natural-language-generation natural-language-processing

Created 2020-08-20

772 commits to main branch, last one 3 days ago

lag-llama time-series-foundation-models

158

1.3k

apache-2.0

33

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

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

Created 2024-02-07

77 commits to main branch, last one 3 months ago

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

123

1.3k

mit

56

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

Created 2022-06-03

129 commits to main branch, last one 8 months ago

modeltime business-science

84

544

other

30

Modeltime unlocks time series forecast models and machine learning in one framework

ets time arima tbats prophet modeltime r-package tidymodels timeseries forecasting time-series data-science tidymodeling deep-learning machine-learning time-series-analysis timeseries-forecasting machine-learning-algorithms

Created 2020-04-17

798 commits to master branch, last one 2 months ago

reservoirpy reservoirpy

110

445

mit

17

A simple and flexible code for Reservoir Computing architectures like Echo State Networks

esn python reservoir timeseries neural-network machine-learning echo-state-networks reservoir-computing timeseries-analysis timeseries-prediction timeseries-forecasting artificial-intelligence recurrent-neural-networks machine-learning-algorithms

Created 2018-05-17

715 commits to master branch, last one about a month ago

timemachines microprediction

50

413

mit

13

Predict time-series with one line of code.

prediction timeseries predictions time-series timeseries-data predictive-modeling timeseries-analysis prediction-algorithm time-series-analysis timeseries-forecasting

Created 2021-01-04

1,417 commits to main branch, last one 2 months ago

microprediction microprediction

61

337

unknown

15

If you can measure it, consider it predicted

keras tsfresh tslearn filterpy hmmlearn pmdarima fbprophet nowcasting timeseries time-series kalman-filter timeseries-data online-algorithms timeseries-analysis timeseries-database timeseries-clustering timeseries-prediction timeseries-forecasting

Created 2020-02-20

2,277 commits to master branch, last one 5 days ago

traffic_prediction aprbw

46

281

mit

12

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

cnn gcn lstm mxnet pytorch attention tensorflow timeseries forecasting time-series transformer neural-network traffic-prediction traffic-forecasting timeseries-forecasting time-series-forecasting traffic-flow-prediction traffic-flow-forecasting

Created 2020-09-06

109 commits to master branch, last one about a year ago

CueObserve cuebook

23

225

apache-2.0

15

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

sql anomaly bigquery redshift snowflake datawarehouse prophet-facebook anomaly-detection root-cause-analysis timeseries-analysis timeseries-forecasting

Created 2021-06-22

617 commits to latest_release branch, last one 2 years ago

TKAN remigenet

28

180

other

1

TKAN: Temporal Kolmogorov-Arnold Networks

jax tkan keras torch keras3 temporal tensorflow tensorflow2 temporal-networks timeseries-forecasting kolmogorov-arnold-networks

Created 2024-05-09

55 commits to main branch, last one 5 days ago

tspiral cerlymarco

19

160

mit

6

A python package for time series forecasting with scikit-learn estimators.

python timeseries forecasting time-series scikit-learn direct-forecasting exogenous-predictors recursive-forecasting timeseries-forecasting autoregressive-modeling multivariate-timeseries multivariate-forecasting autoregressive-forecasters

Created 2022-07-12

23 commits to main branch, last one 8 months ago

STD-MAE Jimmy-7664

11

139

unknown

2

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

traffic-prediction timeseries-forecasting self-supervised-learning spatio-temporal-prediction

Created 2022-11-29

135 commits to main branch, last one 3 days ago

tsf-new-paper-taste hughxx

17

122

unknown

2

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

timeseries-forecasting

Created 2023-10-22

12 commits to master branch, last one about a year ago

A-TALE-OF-THREE-CITIES microsoft

33

85

mit

4

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...

Created 2020-05-18

86 commits to master branch, last one 3 years ago

time-series-streaming-analytics-template questdb

5

74

apache-2.0

3

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

kafka pandas polars grafana questdb telegraf monitoring timeseries data-science kafka-connect jupyter-notebook timeseries-analysis timeseries-database timeseries-forecasting

Created 2024-01-17

148 commits to main branch, last one 3 days ago

TKAT remigenet

12

69

other

2

Temporal Kolmogorov-Arnold Transformer

jax tkan tkat keras torch keras3 tensorflow timeseries transformer temporal-networks timeseries-forecasting

Created 2024-06-03

11 commits to main branch, last one 5 months ago

spinesTS BirchKwok

9

55

apache-2.0

9

spinesTS, a powerful toolset for time series prediction, is one of the cornerstones of PipelineTS.

python timeseries time-series forecasting-models timeseries-forecasting time-series-forecasting

This repository has been archived (exclude archived)

Created 2022-03-10

189 commits to main branch, last one 9 months ago

DEPTS weifantt

7

42

unknown

2

This repository has no description...

deep-learning timeseries-forecasting

Created 2022-02-21

7 commits to main branch, last one 2 years ago

AI-ML naveed88375

9

42

unknown

2

A curated list of machine learning and AI projects.

ai python deepfakes regression deep-learning classification machine-learning object-detection imagesegmentation federated-learning timeseries-analysis timeseries-forecasting convolutional-neural-networks generative-adversarial-network

Created 2023-02-07

47 commits to master branch, last one 9 months ago

prophetverse felipeangelimvieira

3

40

apache-2.0

2

A multiverse of Prophet models for timeseries

sktime numpyro prophet timeseries-forecasting hierarchical-time-series

Created 2024-03-24

423 commits to main branch, last one 5 days ago

pytsal KrishnanSG

6

40

mit

5

An easy to use low-code open-source python framework for Time Series analysis, visualization, forecasting along with AutoTS

autots series analysis frameworks forecasting time-series data-science holt-winters python-library timeseries-analysis visualization-library timeseries-forecasting

Created 2020-07-02

46 commits to master branch, last one 2 years ago