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Search results for jupyter notebook forecasting
forecasting
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jupyter-notebook
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202 search results found
Deeplearningexamples
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12,073
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
Forecasting
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2,540
Time Series Forecasting Best Practices & Examples
Deep Learning Time Series
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1,811
List of papers, code and experiments using deep learning for time series forecasting
Nixtla
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1,144
Python SDK for TimeGPT
Stockpriceprediction
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1,132
Stock Price Prediction using Machine Learning Techniques
Transdim
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1,013
Machine learning for transportation data imputation and prediction.
T Gcn
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1,011
Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method
Financeops
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568
Research in investment finance with Python Notebooks
Time Series Forecasting With Python
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499
A use-case focused tutorial for time series forecasting with python
Trajectron Plus Plus
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484
Code accompanying the ECCV 2020 paper "Trajectron++: Dynamically-Feasible Trajectory Forecasting With Heterogeneous Data" by Tim Salzmann*, Boris Ivanovic*, Punarjay Chakravarty, and Marco Pavone (* denotes equal contribution).
M5 Methods
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472
Data, Benchmarks, and methods submitted to the M5 forecasting competition
Pyaf
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438
PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.
Timeseries_seq2seq
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362
This repo aims to be a useful collection of notebooks/code for understanding and implementing seq2seq neural networks for time series forecasting. Networks are constructed with keras/tensorflow.
Transformer_time_series
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331
Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting (NeurIPS 2019)
Notebooks
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262
atoti notebooks gallery
Load_forecasting
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260
Forecasting electric power load of Delhi using ARIMA, RNN, LSTM, and GRU models
Deeplearningfortimeseriesforecasting
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258
A tutorial demonstrating how to implement deep learning models for time series forecasting
Covid19 Severity Prediction
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226
Extensive and accessible COVID-19 data + forecasting for counties and hospitals. 📈
Hands On Python For Finance
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220
Hands-on Python for Finance published by Packt.
Warren
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214
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.
Deep Learning For Hackers
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196
Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)
Timeseries
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195
Timeseries for everyone
Time Series Analysis With Python Cookbook
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183
Time Series Analysis with Python Cookbook, published by Packt
Datasciencetools
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182
Useful Data Science and Machine Learning Tools,Libraries and Packages
Analytics Componentized Patterns
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142
Tspiral
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133
A python package for time series forecasting with scikit-learn estimators.
Tcdf
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121
Temporal Causal Discovery Framework (PyTorch): discovering causal relationships between time series
Gan Rnn_timeseries Imputation
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118
Recurrent GAN for imputation of time series data. Implemented in TensorFlow 2 on Wikipedia Web Traffic Forecast dataset from Kaggle.
Applied Machine Learning
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117
A step-by-step guide to get started with Applied Machine Learning
Stldecompose
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116
A Python implementation of Seasonal and Trend decomposition using Loess (STL) for time series data.
Ceemdan_lstm
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109
CEEMDAN_LSTM is a Python project for decomposition-integration forecasting models based on EMD methods and LSTM.
Feature Engineering For Time Series Forecasting
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106
Code repository for the online course "Feature Engineering for Time Series Forecasting".
Machinelearning
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106
Machine learning for beginner(Data Science enthusiast)
Mssa
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102
Multivariate Singular Spectrum Analysis (mSSA): Forecasting and Imputation algorithm for multivariate time series
Deep_xf
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84
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, provides utilify facility for time-series signal similarities matching, and removing noise from timeseries signals.
Timeseries
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83
Deep Learning repo for timeseries and sequence data
Ergo
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82
A Python library for integrating model-based and judgmental forecasting
Pssa
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76
Singular Spectrum Analysis for time series forecasting in Python
Price Forecaster
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69
Forecasting the future prices of BTC and More using Machine and Deep Learning Models
Hagelslag
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64
Hagelslag supports segmentation and tracking of weather fields and scalable verification, including performance diagrams and reliability diagrams.
Sky Cast Capstone
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62
Sky Cast: A Comparison of Modern Techniques for Forecasting Time Series
Finance_playground
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60
Juypter notebooks playground to explore and analyse economy and finance ideas
Pycon Ua 2018
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57
Talk at PyCon UA 2018 (Kharkov, Ukraine)
Predictive Maintenance
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56
Datasets for Predictive Maintenance
Ipython_notebooks
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45
Set of Jupyter (iPython) notebooks (and few pdf-presentations) about things that I am interested on, like Computer Science, Statistics and Machine-Learning, Artificial Intelligence (AI), Financial Engineering, Optimization, Stochastic Modelling, Time-Series forecasting, Science in general... and more.
Forecasting With Dl
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43
Overview of State-of-the-art Deep Learning Based Methods for Time Series Forecasting
Datasetsforecast
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40
Datasets for time series forecasting
Finite Element Networks
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40
Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations with Finite Element Networks" at ICLR 2022
Wattnet Fx Trading
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40
WATTNet: Learning to Trade FX with Hierarchical Spatio-Temporal Representations of Highly Multivariate Time Series
Datadrivendynsyst
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40
Scripts and notebooks to accompany the book Data-Driven Methods for Dynamic Systems
Capstone Project
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38
Predicting stock market movement with EDA and Keras
Energy Weather Modelling
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37
Use of time series modelling tools including ARIMA, LSTM, and Monte Carlo simulation to model electricity consumption, rainfall and temperature data.
Leaf Toolbox
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36
Trcrpm
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36
Temporally-reweighted Chinese restaurant process mixture models for multivariate time series
Multivariate Attention Tcn
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35
Forecasting
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35
Forecasting lectures and tutorials using Python
Time Series Forecasting
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33
Understanding time series forecasting
Hurricane Net
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33
A deep learning framework for forecasting Atlantic hurricane trajectory and intensity.
Brewpots
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30
The tutorials for PyPOTS.
Vehicle Motion Forecasting
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29
A PyTorch-based deep inverse reinforcement learning pipeline for vehicle motion forecasting
Covid19 Forecast Hub De
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29
German and Polish COVID-19 Forecast Hub
Time_series_prediction
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28
Time series prediction project for Information Retrieval and Data Mining(COMPGI15)
Nyc_uber_forecasting
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28
Forecasting Uber demand in NYC neighborhoods
Tsad
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27
Package for Time Series Forecasting and Anomaly Detection Problems.
Prophet_forecasting
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27
forecasting examples using Facebook Prophet
Energy Ts Analysis
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27
Jupyter notebook implementing time series forecasting of energy consumption data with different methods.
Hip Popularity
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25
This repo contains data, source code and other ressources related to the HIP model for online popularity of YouTube videos.
Yield Curve
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25
A Python/Jupyter notebook project to understand the Yield Curve and its potential for forecasting a recession
Financial Forecasting Challenge Gresearch
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24
My approaches to Financial Forecasting Challenge by G-Research
Kaggle Web Traffic Time Series Forecasting
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24
Solution to Kaggle - Web Traffic Time Series Forecasting
Machinelearningsamples Notebooks
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23
Example Notebooks for Azure Machine Learning
Rgcpd
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23
Climate analysis toolbox to investigate teleconnections, test for causality, and make forecasts.
Aaai2020 Riskoracle
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22
AAAIA2020-Accident Forecasting Experiments Setups
Power Laws Cold Start
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21
Mats
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21
Code accompanying the CoRL 2020 paper "MATS: An Interpretable Trajectory Forecasting Representation for Planning and Control" by Boris Ivanovic, Amine Elhafsi, Guy Rosman, Adrien Gaidon, and Marco Pavone.
Covid19 Algeria And World Dataset
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20
A COVID-19 dataset with 90 World countries including Algeria.
Pyncov 19
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20
Flexible mechanistic epidemiological model to learn and predict the spread of COVID-19
Conjexure A Web App For Stock Market Forecasting
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20
Conjexure is a machine learning web app for forecasting the stock prices of certain companies into the future.
Dstoolkit Forecasting
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20
Template for forecasting data science project and identify consumption profiles in time series
Holt Winters
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19
The repository provides an in-depth analysis and forecast of a time series dataset as an example and summarizes the mathematical concepts required to have a deeper understanding of Holt-Winter's model. It also contains the implementation and analysis to time series anomaly detection using brutlag algorithm.
Av Ltfs Data Science Finhack 2
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19
LTFS Data Science FinHack 2 organised by AV
Grab Aiforsea
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19
Entry for Grab's AI for S.E.A. challenge
Automl Workshop
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18
Repository with required files for automated ML worshops
Cryptocurrency_timeseries_analysis
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18
Code used in the crypto price forecasting project (see medium post linked here)
Sales Prediction
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17
In depth analysis and forecasting of product sales based on the items, stores, transaction and other dependent variables like holidays and oil prices.
Global Temperature Change Prediction
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17
A Data Science project that uses an ARIMA model for Time Series Forecasting, to predict the temperature of any given city across a specific time period.
Moving_mnist
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17
Exploring Moving Mnist dataset with forecasting algorithms
Time Series H2o Automl Example
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16
Time-series forecasting using H2O's AutoML example
Deep_gas_oracle
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16
Unofficial implementation of the paper: "Step on the Gas? A Better Approach for Recommending the Ethereum Gas Price"
Rnnfortimeseriesforecasttutorial
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16
Please visit https://github.com/Azure/RNNForTimeSeriesForecasti for latest version.
Flow_tutorials
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15
Public tutorials of using Flow Forecast for forecasting and classifying time series data
Task Ts
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15
Work related to time series prediction and forecasting of Coronavirus
Pfcompute
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15
Personal Finance library for the Computationally Curious.
End To End Data Science Project Time Series Analysis For Temperature Forecasting Using Arima Model
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15
Successfully collected, cleaned and analysed the time series data and used ARIMA model to forecast average temperature using and visualized the Temperature pattern using Python Numpy, Pandas, Matplotlib and Statsmodels
Ts Forecasting Ensemble
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14
CentOS based Docker container for Time Series Analysis and Modeling.
Magi
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14
📈 high level wrapper for parallel univariate time series forecasting 📉
Rideshareair
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14
Forecasting Uber/Lyft Ride Share Prices From Downtown to Airport
Ordinal_tsf
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13
El Gnnino
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13
Code associated with the NeurIPS 2020 Climate Change workshop paper "Graph Neural Networks for Improved El Niño Forecasting"
Time Series Forecasting
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13
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.
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