GitHub topics: series-forecasting
NirantK/awesome-project-ideas
Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
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DaoSword/Time-Series-Forecasting-and-Deep-Learning
Resources about time series forecasting and deep learning.
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cuge1995/awesome-time-series
list of papers, code, and other resources
Size: 1.03 MB - Last synced at: 4 days ago - Pushed at: 10 months ago - Stars: 986 - Forks: 160
Alro10/deep-learning-time-series
List of papers, code and experiments using deep learning for time series forecasting
Language: Jupyter Notebook - Size: 1.22 MB - Last synced at: 12 days ago - Pushed at: about 1 year ago - Stars: 2,683 - Forks: 530
nityansuman/warren
Web app to predict closing stock prices in real time using Facebook's Prophet time series algorithm with a multi-variate, single-step time series forecasting strategy.
Language: Jupyter Notebook - Size: 37.2 MB - Last synced at: 20 days ago - Pushed at: over 1 year ago - Stars: 299 - Forks: 69
philipperemy/n-beats
Keras/Pytorch implementation of N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.
Language: Python - Size: 209 MB - Last synced at: 11 days ago - Pushed at: about 2 years ago - Stars: 878 - Forks: 166
Hmamouche/GFSM
The GFSM algorithm
Language: R - Size: 350 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 4 - Forks: 3
harshildarji/Machine-Learning
Machine Learning Practise
Language: Jupyter Notebook - Size: 50.3 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 12 - Forks: 6
jra333/BTC-Price-Prediction
BTC price data pulled from Binance API to explore and analyze its predictability as an asset using traditional indicators as model features.
Language: Jupyter Notebook - Size: 36.2 MB - Last synced at: 16 days ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 4
gabrielspadon/ReGENN
Recurrent Graph Evolution Neural Network (ReGENN) using Graph Soft Evolution (GSE)
Language: Python - Size: 6.16 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 30 - Forks: 7
seffane05/Serie-temporelles
Je vous propose un code R de l'étude de serie temporelle diffrente
Size: 478 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0
kristpapadopoulos/seriesnet
Time series prediction using dilated causal convolutional neural nets (temporal CNN)
Language: Python - Size: 2.05 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 230 - Forks: 63
Alro10/classical-time-series-forecasting
Coding from classical methods applying in time series forecasting
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SK7here/Time-Series-Forecasting
Forecasting customer traffic of a specific form of transportation using SEVEN different forecasting methods based on past traffic data and performing comparative analysis in terms of RMSE.
Language: Python - Size: 146 KB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0
vcerqueira/tsensembler
R package - Dynamic Ensembles for Time Series Forecasting
Language: R - Size: 735 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 30 - Forks: 14
IvanBongiorni/RNN_TimeSeries-Forecast
An LSTM Neural Network for Time Series Forecasting, trained on Wikipedia's Web Traffic dataset from Kaggle.
Language: Jupyter Notebook - Size: 5.58 MB - Last synced at: 27 days ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 2
besmehenni/Sales_forecasting
Time series analysis. Prediction of sales of a chain of stores using Prophet.
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hironcode/exchange-rate-prediction-yen-dollar
Prophet model for the analysis and prediction of yen/dollar exchange rate
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VedPDubey/Pollution-and-the-Pandemic
Full stack machine learning project, with data visualization and analysis of the air quality of India, the effect of the pandemic on pollution, and performing Time Series Forecasting on the data using Facebook Prophet to predict future values of the AQI. Interactive and engaging website designed and the model and backend deployed on a local host using Flask.
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pedrolarben/TimeSeriesForecasting-DeepLearning
An experiemtal review on deep learning architectures for time series forecasting
Language: Python - Size: 500 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 134 - Forks: 33
gregjasonroberts/Trade_Volume_Time_Series_Analysis
Time series analysis written in python in a colab jupyter environment. Predominant libraries used were numpy, pandas and statsmodels.
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liangyimingcom/Use-SageMaker_XGBoost-convert-Time-Series-into-Supervised-Learning-for-predictive-maintenance
使用SageMaker+XGBoost，将时间序列转换为监督学习，完成预测性维护的实践
Language: Jupyter Notebook - Size: 2.11 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 56 - Forks: 16
JulieLallement/SerieTemp_ENSAI
Travaux réalisés dans le cadre du cours de série temporelle à l'ENSAI. Prévision de production de bière et prévision de concentration de CO2
Language: Jupyter Notebook - Size: 1.37 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
Heisenberg0203/GETS
GETS - Time Series Forecasting Framework using Grammatical Evolution.
Language: Python - Size: 18.5 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 1
thomsu/Mass-Shootings-Time-Series
Time series forecasting with SARIMA, VAR, Fast Fourier Transform, Exponential Smoothing, Prophet and LSTM Network on US gun violence incidents that result in multiple casualties.
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RawnakMahjabib/time_series_forecasting
Time Series Forecasting & Linear Regression Modeling
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anselvo/app-time-series-prediction
Time series forecasting using Neural Networks
Language: Java - Size: 26.4 KB - Last synced at: almost 2 years ago - Pushed at: almost 9 years ago - Stars: 0 - Forks: 0
d3sm0/ntsa
Neural Time Series Analysis
Language: Jupyter Notebook - Size: 8.24 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 14 - Forks: 4
angelicavelez/taxi_order_prediction_next_hour
Machine learning model for a forecast of taxi orders in the next hour
Language: Jupyter Notebook - Size: 3.63 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
nadinejackson1/poverty-rate-time-series-forecasting
Time series data analysis, decomposition, and forecasting using Python libraries to forecast future values of poverty rates across various countries.
Language: Jupyter Notebook - Size: 119 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
SooyeonWon/time_series_analytics
Time Series Forecasting Models: ETS, ARIMA
Language: Jupyter Notebook - Size: 1.81 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 1
Abhishekmamidi123/Time-Series-Forecasting
Rainfall analysis of Maharashtra - Season/Month wise forecasting. Different methods have been used. The main goal of this project is to increase the performance of forecasted results during rainy seasons.
Language: Jupyter Notebook - Size: 56.9 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 27 - Forks: 19
iteam1/predict-series-data-with-RNN
application to predict series data by RNNs model
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mammykins/App-forecast
Time series forecasting for common inflators and economic indices using the forecast package in R.
Language: R - Size: 52.7 KB - Last synced at: about 1 year ago - Pushed at: about 8 years ago - Stars: 10 - Forks: 5
kristpapadopoulos/keras-exponential-smoothing
Keras, Tensorflow eager execution layers for exponential smoothing
Language: Python - Size: 162 KB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 1
camara94/data_analyse_series_temporelles
Dans ce tutoriel, nous allons répondre aux questions suivantes: 1. Lire les données Microsoft à l'aide du package **Pandas Data reader** 2. Obtenez le **prix maximum** de l'action de **2017 à 2022** 3. Quelle est la **date du cours le plus élevé** de l'action ? 4. Quelle est la **date du cours le plus bas** de l'action ?
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danmorales/TimeSeries
Python codes for time series forecasting
Language: HTML - Size: 1.63 MB - Last synced at: 15 days ago - Pushed at: almost 6 years ago - Stars: 2 - Forks: 7
arzuisiktopbas/A_Yen_for_the_Future
The time-series tools (Time Series Forecasting and Linear Regression Modeling ) in order to predict future movements in the value of the Japanese yen versus the U.S. dollar.
Language: Jupyter Notebook - Size: 6.62 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0
ashita03/Apple-Stock-Prediction
Stock Prediction using Time Series Forecasting
Language: Python - Size: 5.86 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0
