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Amazon Forecast Samples ⭐ 456

Notebooks and examples on how to onboard and use various features of Amazon Forecast.

PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.

Covid19 Forecast Hub ⭐ 436

Projections of COVID-19, in standardized format

Load_forecasting ⭐ 260

Forecasting electric power load of Delhi using ARIMA, RNN, LSTM, and GRU models

Covid19_inference_forecast ⭐ 180

Rnn Active User Forecast ⭐ 174

1st place solution for the Kuaishou Active-user Forecast competition

PyRoss: inference, forecasts, and optimised control of epidemiological models in Python

Multivariate Time Series Forecast Using Seq2seq In Tensorflow ⭐ 138

Watson Stock Market Predictor ⭐ 101

A IBM Developer code pattern for Watson Studio: forecast the stock market with Python Notebooks, SPSS Modeler, Data Refinery, and other Watson Studio tools.

Automation Repo ⭐ 95

Machine learning and process automation

Machine Learning Using Python ⭐ 92

Open Machine learning Projects

Bayesian time series forecasting and decision analysis

Stock Return Prediction Using Knn Svm Guassian Process Adaboost Tree Regression And Qda ⭐ 85

Forecast stock prices using machine learning approach. A time series analysis. Employ the Use of Predictive Modeling in Machine Learning to Forecast Stock Return. Approach Used by Hedge Funds to Select Tradeable Stocks

Btctrading ⭐ 83

Time Series Forecast with Bitcoin value, to detect upward/down trends with Machine Learning Algorithms

Covid19_inference ⭐ 71

Bayesian python toolbox for inference and forecast of the spread of the Coronavirus

Openavalancheproject ⭐ 69

Open source project to bring data and ml to avalanche forecasting

Deep Weather ⭐ 51

Deep Learning for Post-Processing Ensemble Weather Forecasts

Sberbank Covid19 Forecast 2020 ⭐ 41

Covid19-forecast

Quetzal is a modeling library designed for transport planning and traffic forecasts

post-processing experiments with neural networks

Hurricane Net ⭐ 33

A deep learning framework for forecasting Atlantic hurricane trajectory and intensity.

Air Passengers Arima ⭐ 29

ARIMA forecasts on the AirPassengers dataset built in Python and Tableau

Covid 19 Notebooks ⭐ 29

Data analysis of the COVID-19 outbreak in Italy updated daily from official sources

Covid19 Forecast Hub De ⭐ 29

German and Polish COVID-19 Forecast Hub

Prophet_forecasting ⭐ 27

forecasting examples using Facebook Prophet

Climetlab S2s Ai Challenge ⭐ 26

climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge

Rul And Soh Estimation Of Lithium Ion Satellite Power Systems Using Support Vector Regression ⭐ 25

Pipeline to identify remaining useful life of Li-ion batteries using SVR to forecast end of life.

Stock Price Forecaster ⭐ 24

In this project we try to forecast S&P 500 stocks with machine learning and time series methods

Climate analysis toolbox to investigate teleconnections, test for causality, and make forecasts.

Lorenz_gan ⭐ 21

Lorenz 96 model with GAN parameterization of unresolved scale (Y).

Power Laws Cold Start ⭐ 21

Weather Forecast And Prediction By Machine Learning ⭐ 20

Conjexure A Web App For Stock Market Forecasting ⭐ 20

Conjexure is a machine learning web app for forecasting the stock prices of certain companies into the future.

2016 11 Grading The Election Forecasts ⭐ 19

Data and code supporting BuzzFeed News' evaluation of forecasters' predictions for the November 2016 U.S. presidential and Senate elections.

Grab Aiforsea ⭐ 19

Entry for Grab's AI for S.E.A. challenge

2019 Ccf Sales Forecast Of Passenger Vehicle Segment Market ⭐ 18

Forecast of the developments of the COVID19 in Portugal

Sales Prediction ⭐ 17

In depth analysis and forecasting of product sales based on the items, stores, transaction and other dependent variables like holidays and oil prices.

A Glimpse To Turkish Political Climate With Statistical Machine Learning ⭐ 16

Rideshareair ⭐ 14

Forecasting Uber/Lyft Ride Share Prices From Downtown to Airport

📈 high level wrapper for parallel univariate time series forecasting 📉

An open-source package with interactive Jupyter Notebooks to enhance the accessibility of reservoir operations simulation and optimisation

Singular Spectrum Analysis methods implementation in Python

My_energy_forecast_svr ⭐ 13

Using my smart meter electricity data from Baltimore Gas and Electric to forecast my energy demand using support vector regression.

Typhoon Impact Based Forecasting Model ⭐ 12

Typhoon Impact forecasting model This tool was developed as trigger mechanism for the typhoon Early action protocol of the philipiness resdcross FbF project. The model will predict the potential damage of a typhoon before landfall, the prediction will be percentage of completely damaged houses per manuciplaity.

Flight_delay_prediction ⭐ 12

A two-stage predictive machine learning engine that forecasts the on-time performance of flights for 15 different airports in the USA based on data collected in 2016 and 2017.

Storm_forecast ⭐ 12

ramp kit for storm intensity forecasting

Holoviz Demos ⭐ 12

Explore the High-Resolution Rapid Refresh weather forecast output using Pyviz (hvplot and panel)

Sneaker Forecast App ⭐ 12

A price forecaster for the sneaker resale market

COVID-19 Growth Forecast

Solar Forecasting Rnn ⭐ 12

Multi-time-horizon solar forecasting using recurrent neural network

Forecast Demand For Vending Machines ⭐ 10

Bot Freqtrade Equeum ⭐ 10

freqtrade bot template with equeum forecast integration

Auroramaps ⭐ 9

Aurora forecasts created from solar wind data (OVATION Prime 2010)

Solararbiter.github.io ⭐ 9

Contains the Solar Forecast Arbiter static website

Predicting The Future With Facebook S Prophet ⭐ 9

Forecasting Medium's statistics using Facebook's Prophet Library

Ipython Notebooks ⭐ 9

A collection of older ipython notebooks. See https://github.com/rsignell-usgs/notebook for newer Jupyter notebooks.

Predict_fluctuation_currency_quote ⭐ 8

Predict fluctuations in currency quote using Prophet

Datadive2019 ⭐ 8

In this one-day Data Dive event organized by DataKind, I worked on the Boston Approved Building Permits data to find trends in energy-saving works, and to forecast future work amount.

Predicto_api ⭐ 8

Python library for predicto api

Forecast Sensitivity to Observations and Observation Impact

Machine Learning Notebooks

Time Series Forecast Nsepy ⭐ 7

Redcarpetup.com assignment Intern Task

Howto Pandas ⭐ 7

How-To Solcast - Python, Pandas, MatPlotLib, and PvLib

Covid 19 Models And Forecast ⭐ 6

Seaiceprediction ⭐ 6

Stocksimulatorflaskapp ⭐ 6

This is a Python Flask web app that allows you to forecast short term stock price movements using traditional statistical methods (e.g. ARIMA, HoltWinters and also GBM, etc)

Extended Sea Ice Outlook

Routed Dynamic Bus Scheduling And Allocation ⭐ 6

We developed a dynamic Bus scheduling and Allocation system in collaboration with public transit service BEST operating in Mumbai, India. The given system provides three different methods for forecasting bus schedules for the next week (ARIMAX, SARIMAX, LSTM RNNs) and results in automation of services with better utilization of buses across Mumbai. The product has been developed after discussions with the public bus transport service in Mumbai, India. The system takes spreadsheet files containin

Wise_reporter ⭐ 6

어떤 주제에 대한 빅데이터를 스마트 보고서로 요약하는 기술 개발

Ts_forecast ⭐ 5

Various time-series forecasting algorithms for 1-D data in python

Time Series Eda And Forecast ⭐ 5

In this section, I begin with the excel file of sales data, which I obtained from the Tableau Community Forum. As a recall, the data contains mostly categorical variables and components of the vectors from the description column. The index column is a timeseries format. The major objective of this section is to understand the general trends in the data, and gain some quick insights, and then predict and forcast the Sales of the category "Technology" of the given sales data.The statistical signif

Infodenguepredict ⭐ 5

Covid19_unknown_spread ⭐ 5

📈 Forecast trend of Covid19 patients in Seoul based on untracked patients & infection paths

Geff_notebooks ⭐ 5

Jupyter notebooks to post-process fire danger data using Python/xarray

100% RAW & Bio Generative Adversarial Framework for Weather Predictions

Cambridgetemperaturenotebooks ⭐ 5

Cambridge UK temperature forecast python notebooks

Solar Forecasting ⭐ 5

An application that displays a map and graphs showing solar irradiance forecasts in solar farms in Georgia using data from the National Solar Radiation Database.

Arima Forecasting ⭐ 5

Using Python StatsModel ARIMA to Forecast Time Series of Cars in Walmart Parking Lot

Amazon Sagemaker Forecast Algorithms Benchmark Using Gluonts ⭐ 5

This repository contains the sample code to benchmark popular time series forecast algorithms using Gluonts in AWS Sagemaker Notebook Instance.

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