25 results found Sort:

sktime
pytorch-forecasting sktime
675
4.3k
mit
43
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
1,956 commits to main branch, last one 5 days ago
microsoft
FLAML microsoft
535
4.1k
mit
57
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
788 commits to main branch, last one a day ago
time-series-foundation-models
lag-llama time-series-foundation-models
172
1.4k
apache-2.0
35
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
78 commits to main branch, last one 2 months ago
qingsongedu
awesome-AI-for-time-series-papers qingsongedu
135
1.4k
mit
57
A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
awesome tutorial timeseries data-mining forecasting awesome-list missing-data deep-learning classification temporal-models anomalydetection machine-learning signal-processing timeseries-analysis changepoint-detection timeseries-prediction timeseries-forecasting spatio-temporal-analysis temporal-point-processes timeseriesclassification
Created 2022-06-03
129 commits to main branch, last one about a year ago
business-science
modeltime business-science
85
552
other
28
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 6 months ago
reservoirpy
reservoirpy reservoirpy
116
512
mit
18
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
751 commits to master branch, last one 20 days ago
microprediction
timemachines microprediction
54
422
mit
12
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 6 months ago
microprediction
microprediction microprediction
61
348
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
2,286 commits to master branch, last one about a month ago
aprbw
traffic_prediction aprbw
46
288
mit
11
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
cuebook
CueObserve cuebook
24
229
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 3 years ago
remigenet
TKAN remigenet
28
200
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 4 months ago
Jimmy-7664
STD-MAE Jimmy-7664
17
185
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
166 commits to main branch, last one 17 days ago
cerlymarco
tspiral cerlymarco
19
161
mit
5
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 about a year ago
hughxx
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
microsoft
A-TALE-OF-THREE-CITIES microsoft
34
86
mit
2
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...
r eda data azure sparkr leaflet 311-data opendata sparksql geospatial visualization aiforsocialgood anomalydiscovery azure-databricks anomaly-detection workshop-materials databricks-notebooks time-series-analysis timeseries-forecasting datascience-machinelearning
Created 2020-05-18
86 commits to master branch, last one 3 years ago
questdb
time-series-streaming-analytics-template questdb
10
83
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 4 months ago
remigenet
TKAT remigenet
13
78
other
2
Temporal Kolmogorov-Arnold Transformer
jax tkan tkat keras torch keras3 tensorflow timeseries transformer temporal-networks timeseries-forecasting
Created 2024-06-03
15 commits to main branch, last one 3 months ago
felipeangelimvieira
prophetverse felipeangelimvieira
5
47
apache-2.0
2
A multiverse of Prophet models for timeseries
sktime numpyro prophet timeseries-forecasting hierarchical-time-series
Created 2024-03-24
504 commits to main branch, last one 16 days ago
BirchKwok
spinesTS BirchKwok
9
46
apache-2.0
5
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 about a year ago
naveed88375
AI-ML naveed88375
10
46
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 about a year ago
weifantt
DEPTS weifantt
7
41
unknown
2
This repository has no description...
deep-learning timeseries-forecasting
Created 2022-02-21
7 commits to main branch, last one 3 years ago
KrishnanSG
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 3 years ago
yanganYNU
AFFGCN yanganYNU
1
35
unknown
2
Attention Feature Fusion base on spatial-temporal Graph Convolutional Network（AFFGCN）
gcn onehot-encoding attention-mechanism feature-fusion-network timeseries-forecasting traffic-flow-prediction multimodal-deep-learning spatiotemporal-data-analysis
Created 2023-03-29
82 commits to main branch, last one 5 months ago
DAMO-DI-ML
NeurIPS2022-FiLM DAMO-DI-ML
6
33
mit
3
Source code of NeurIPS'22 paper: FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting
timeseries deeplearning machinelearning signalprocessing timeseries-forecasting
Created 2022-09-16
15 commits to main branch, last one 2 years ago
oracle-samples
automlx oracle-samples
4
28
upl-1.0
7
This repository contains demo notebooks (sample code) for the AutoMLx (automated machine learning and explainability) package from Oracle Labs.
ai mlx automl oracle python tuning automlx fairness regression fairness-ai data-science classification explainability interpretability machine-learning timeseries-forecasting automated-machine-learning hyperparameter-optimization unsupervised-anomaly-detection machine-learning-explainability
Created 2023-02-17
13 commits to main branch, last one 2 months ago