23 results found Sort:

sktime
pytorch-forecasting sktime
635
4.0k
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
1,919 commits to main branch, last one a day ago
microsoft
FLAML microsoft
510
3.9k
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
767 commits to main branch, last one a day ago
time-series-foundation-models
lag-llama time-series-foundation-models
156
1.3k
apache-2.0
32
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 2 months ago
qingsongedu
awesome-AI-for-time-series-papers qingsongedu
119
1.2k
mit
54
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 7 months ago
business-science
modeltime business-science
84
539
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 29 days ago
reservoirpy
reservoirpy reservoirpy
104
428
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 8 days ago
microprediction
timemachines microprediction
50
409
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 about a month ago
microprediction
microprediction microprediction
60
335
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
2,248 commits to master branch, last one 20 hours ago
aprbw
traffic_prediction aprbw
46
280
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
cuebook
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
remigenet
TKAN remigenet
26
174
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
50 commits to main branch, last one about a month ago
cerlymarco
tspiral cerlymarco
20
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 7 months ago
Jimmy-7664
STD-MAE Jimmy-7664
9
123
unknown
2
[IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting
timeseries-forecasting self-supervised-learning
Created 2022-11-29
130 commits to main branch, last one 8 days ago
hughxx
tsf-new-paper-taste hughxx
17
121
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
questdb
time-series-streaming-analytics-template questdb
3
70
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
139 commits to main branch, last one 12 days ago
remigenet
TKAT remigenet
12
65
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 4 months ago
BirchKwok
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 8 months ago
weifantt
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
naveed88375
AI-ML naveed88375
9
40
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 8 months 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 2 years ago
yanganYNU
AFFGCN yanganYNU
1
38
unknown
3
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 21 days ago
DAMO-DI-ML
NeurIPS2022-FiLM DAMO-DI-ML
5
34
mit
4
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
felipeangelimvieira
prophetverse felipeangelimvieira
3
32
apache-2.0
2
A multiverse of Prophet models for timeseries
sktime numpyro prophet timeseries-forecasting hierarchical-time-series
Created 2024-03-24
341 commits to main branch, last one 2 months ago