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集合主题趋势排行榜
#

timeseries-forecasting

Website
Wikipedia
https://static.github-zh.com/github_avatars/sktime?size=40
sktime / pytorch-forecasting

#计算机科学#Time series forecasting with PyTorch

PyTorchforecastinggpuuncertaintytimeseries-forecastingpytorch-lightning深度学习neural-networkstimeseries机器学习pandasPython人工智能artifical-intelligense数据科学temporal
Python 4.33 k
2 天前
https://static.github-zh.com/github_avatars/microsoft?size=40
microsoft / FLAML

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

automlhyperparamautomated-machine-learning机器学习数据科学PythonJupyter Notebookhyperparameter-optimizationrandom-forestscikit-learn深度学习自然语言处理natural-language-generationtimeseries-forecastingclassificationregressiontuningfinetuningtabular-data
Jupyter Notebook 4.15 k
19 天前
https://static.github-zh.com/github_avatars/time-series-foundation-models?size=40
time-series-foundation-models / lag-llama

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

forecastingfoundation-modelstime-seriestime-series-forecastingtimeseriestimeseries-forecastingllamatime-series-predictiontime-series-transformertransformers
Python 1.45 k
10 天前
https://static.github-zh.com/github_avatars/qingsongedu?size=40
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.

timeseriestimeseries-analysistimeseries-forecastinganomalydetectionchangepoint-detectionclassificationforecastingdata-mining深度学习机器学习signal-processingAwesome Lists教程spatio-temporal-analysis
1.44 k
1 年前
https://static.github-zh.com/github_avatars/business-science?size=40
business-science / modeltime

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

timetime-seriesforecastingtidymodels机器学习prophetarimaets数据科学深度学习time-series-analysistimeseriestimeseries-forecastingr-package
R 555
8 个月前
https://static.github-zh.com/github_avatars/reservoirpy?size=40
reservoirpy / reservoirpy

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

timeseriesPythontimeseries-forecasting机器学习recurrent-neural-networks神经网络人工智能timeseries-analysis
Python 532
1 个月前
https://static.github-zh.com/github_avatars/microprediction?size=40
microprediction / timemachines

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

timeseriestime-seriestime-series-analysistimeseries-analysistimeseries-forecastingpredictionpredictive-modeling
Python 423
8 个月前
https://static.github-zh.com/github_avatars/jixinpu?size=40
jixinpu / aiopstools

The fundamental package for AIops with python.

aiopstimeseries-forecastinganomaly-detection
Python 390
5 年前
https://static.github-zh.com/github_avatars/microprediction?size=40
microprediction / microprediction

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

timeseries-forecastingtime-seriestimeseries-analysistimeseriestimeseries-databasefbprophetkalman-filterKeras
Jupyter Notebook 351
16 天前
https://static.github-zh.com/github_avatars/aprbw?size=40
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).

PyTorchTensorflowmxnettime-seriestimeseriestimeseries-forecastingforecastingtime-series-forecastingcnnlstmgcntransformerattention神经网络
TeX 291
2 年前
https://static.github-zh.com/github_avatars/cuebook?size=40
cuebook / CueObserve

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

SQLanomalyanomaly-detectionBigQueryredshiftsnowflakedatawarehousetimeseries-analysistimeseries-forecasting
Python 229
3 年前
https://static.github-zh.com/github_avatars/Jimmy-7664?size=40
Jimmy-7664 / STD-MAE

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

self-supervised-learningtimeseries-forecasting
Python 211
15 天前
https://static.github-zh.com/github_avatars/remigenet?size=40
remigenet / TKAN

TKAN: Temporal Kolmogorov-Arnold Networks

kolmogorov-arnold-networkstemporaltemporal-networksTensorflowtensorflow2timeseries-forecastingjaxKerastorch
Python 207
6 个月前
https://static.github-zh.com/github_avatars/cerlymarco?size=40
cerlymarco / tspiral

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

forecastingPythonscikit-learntime-seriestimeseriestimeseries-forecasting
Jupyter Notebook 161
1 年前
https://static.github-zh.com/github_avatars/BennyTMT?size=40
BennyTMT / LLMsForTimeSeries

#自然语言处理#

forecasting大语言模型自然语言处理time-series-analysistimeseriestimeseries-forecasting
Python 134
3 天前
https://static.github-zh.com/github_avatars/hughxx?size=40
hughxx / tsf-new-paper-taste

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

timeseries-forecasting
Python 122
2 年前
https://static.github-zh.com/github_avatars/questdb?size=40
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

GrafanaJupyter Notebookkafkakafka-connectquestdbtimeseriestimeseries-analysistimeseries-databasetimeseries-forecasting数据科学监控pandaspolarstelegraf
Jupyter Notebook 90
1 个月前
https://static.github-zh.com/github_avatars/microsoft?size=40
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...

sparksqlAzureRedadataworkshop-materialstime-series-analysistimeseries-forecastinganomaly-detectionOpen Data可视化leafletgeospatial
R 86
4 年前
https://static.github-zh.com/github_avatars/remigenet?size=40
remigenet / TKAT

Temporal Kolmogorov-Arnold Transformer

temporal-networksTensorflowtimeseriestimeseries-forecastingtransformerjaxKerastorch
Jupyter Notebook 80
6 个月前
https://static.github-zh.com/github_avatars/georgezoto?size=40
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-networksTensorflow机器视觉convolutional-neural-networkskaggledata-augmentationdropout自然语言处理timeseries-forecasting
Jupyter Notebook 67
5 年前
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