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集合主题趋势排行榜
#

forecasting

Website
Wikipedia
https://static.github-zh.com/github_avatars/NVIDIA?size=40
NVIDIA / DeepLearningExamples

#自然语言处理#深度学习示例

机器视觉深度学习drug-discoveryforecastinglarge-language-modelsmxnetpaddlepaddlePyTorchrecommender-systemsspeech-recognitionspeech-synthesisTensorflowtensorflow2translation自然语言处理
Jupyter Notebook 14.46 k
1 年前
https://static.github-zh.com/github_avatars/timeseriesAI?size=40
timeseriesAI / tsai

#计算机科学#Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

time-series-classification深度学习fastaiPyTorchtimeseriestime-seriessequentialtime-series-analysistransformercnnrnnstate-of-the-artself-supervisedclassificationregressionforecastingRocket机器学习Python
Jupyter Notebook 5.77 k
1 个月前
https://static.github-zh.com/github_avatars/Nixtla?size=40
Nixtla / nixtla

#大语言模型#TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's ca...

time-seriestime-series-forecasting机器学习深度学习forecastinggptanomaly-detection人工智能gpts大语言模型
Jupyter Notebook 2.9 k
2 天前
https://static.github-zh.com/github_avatars/scorpionhiccup?size=40
scorpionhiccup / StockPricePrediction

#计算机科学#Stock Price Prediction using Machine Learning Techniques

机器学习supervised-learningforecastingrnnlstmVideoanalysis
Jupyter Notebook 1.47 k
2 年前
skforecast/skforecast
https://static.github-zh.com/github_avatars/skforecast?size=40
skforecast / skforecast

#计算机科学#Time series forecasting with machine learning models

forecastingscikit-learn机器学习Python数据科学time-seriesarimalightgbmxgboost
Jupyter Notebook 1.36 k
1 天前
https://static.github-zh.com/github_avatars/SalesforceAIResearch?size=40
SalesforceAIResearch / uni2ts

#计算机科学#Unified Training of Universal Time Series Forecasting Transformers

深度学习forecasting机器学习pre-trained-modelspre-trainingrepresentation-learningtime-seriestime-series-forecastingtransformers
Jupyter Notebook 1.23 k
17 天前
https://static.github-zh.com/github_avatars/M-Nauta?size=40
M-Nauta / TCDF

#计算机科学#Temporal Causal Discovery Framework (PyTorch): discovering causal relationships between time series

PyTorchtimeseriescausalityPython机器学习forecastingpredictionneural-networkscnn
Jupyter Notebook 516
4 年前
https://static.github-zh.com/github_avatars/NGYB?size=40
NGYB / Stocks

#计算机科学#Programs for stock prediction and evaluation

stock-marketstock-price-predictionstock-trading机器学习forecastingforecasting-modelsignalsignal-processing
Jupyter Notebook 364
1 个月前
https://static.github-zh.com/github_avatars/advaitsave?size=40
advaitsave / Introduction-to-Time-Series-forecasting-Python

#时序数据库#Introduction to time series preprocessing and forecasting in Python using AR, MA, ARMA, ARIMA, SARIMA and Prophet model with forecast evaluation.

time-seriesforecastingPythonarimaarmatime-series-forecastingpreprocessingseasonality
Jupyter Notebook 326
7 年前
https://static.github-zh.com/github_avatars/PacktPublishing?size=40
PacktPublishing / Time-Series-Analysis-with-Python-Cookbook

#计算机科学#Time Series Analysis with Python Cookbook, published by Packt

数据分析数据科学机器学习Pythontime-series深度学习forecastingtime-series-analysis
Jupyter Notebook 281
4 个月前
https://static.github-zh.com/github_avatars/FateMurphy?size=40
FateMurphy / CEEMDAN_LSTM

#计算机科学#CEEMDAN_LSTM is a Python project for decomposition-integration forecasting models based on EMD methods and LSTM.

lstm深度学习emdforecastingpredictionPythontime-series
Jupyter Notebook 270
6 个月前
https://static.github-zh.com/github_avatars/DataForScience?size=40
DataForScience / Timeseries

Timeseries for everyone

数据科学教程timeseriesarimaforecasting
Jupyter Notebook 259
2 年前
https://static.github-zh.com/github_avatars/Yu-Group?size=40
Yu-Group / covid19-severity-prediction

Extensive and accessible COVID-19 data + forecasting for counties and hospitals. 📈

COVID-19covid-19-dataPython可视化ventilatoroutbreakrisk-assessmentepidemic-model统计数据科学数据分析coronaviruscoronavirus-trackingforecasting
Jupyter Notebook 229
2 年前
https://static.github-zh.com/github_avatars/nci?size=40
nci / scores

scores: Metrics for the verification, evaluation and optimisation of forecasts, predictions or models.

daskforecastingmodel-validationpandasPythonxarrayclimateweatherverification
Jupyter Notebook 182
12 小时前
https://static.github-zh.com/github_avatars/IvanBongiorni?size=40
IvanBongiorni / GAN-RNN_Timeseries-imputation

#计算机科学#Recurrent GAN for imputation of time series data. Implemented in TensorFlow 2 on Wikipedia Web Traffic Forecast dataset from Kaggle.

seq2seqGenerative Adversarial Networkforecastingrnncnn机器学习Tensorflowtensorflow2Python
Jupyter Notebook 173
3 年前
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 162
1 年前
https://static.github-zh.com/github_avatars/aj-cloete?size=40
aj-cloete / pssa

Singular Spectrum Analysis for time series forecasting in Python

ZX Spectrumanalysisforecastingtime-series-analysistimeseries
Jupyter Notebook 146
5 年前
https://static.github-zh.com/github_avatars/jbramburger?size=40
jbramburger / DataDrivenDynSyst

#计算机科学#Scripts and notebooks to accompany the book Data-Driven Methods for Dynamic Systems

数据科学dynamical-systems机器学习autoencoderforecastingkernel-methods神经网络physics-informed-learning
Jupyter Notebook 135
1 个月前
https://static.github-zh.com/github_avatars/kokikwbt?size=40
kokikwbt / predictive-maintenance

#计算机科学#Datasets for Predictive Maintenance

ai-engineering机器学习anomalyanomaly-detectiontime-seriestime-series-analysisforecasting自动化
Jupyter Notebook 126
4 个月前
https://static.github-zh.com/github_avatars/ajayarunachalam?size=40
ajayarunachalam / Deep_XF

#计算机科学#Package towards building Explainable Forecasting and Nowcasting Models with State-of-the-art Deep Neural Networks and Dynamic Factor Model on Time Series data sets with single line of code. Also, pro...

Pythonforecastingforecasting-modelsexplainable-ml深度神经网络深度学习time-seriestime-series-analysisauto-mlinterpretable-aisensorstimeseriesmultivariate机器学习
Jupyter Notebook 119
3 年前
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