GitHub topics: fbprophet

Repositories

Nixtla/statsforecast

Lightning ⚡️ fast forecasting with statistical and econometric models.

Language: Python - Size: 223 MB - Last synced at: 4 days ago - Pushed at: 6 days ago - Stars: 4,335 - Forks: 314

ourownstory/neural_prophet

NeuralProphet: A simple forecasting package

Language: Python - Size: 214 MB - Last synced at: 13 days ago - Pushed at: 4 months ago - Stars: 4,059 - Forks: 499

artefactory/streamlit_prophet

Streamlit app to train, evaluate and optimize a Prophet forecasting model.

Language: Python - Size: 26.9 MB - Last synced at: 11 days ago - Pushed at: 12 months ago - Stars: 345 - Forks: 253

microprediction/microprediction

If you can measure it, consider it predicted

Language: Jupyter Notebook - Size: 119 MB - Last synced at: about 12 hours ago - Pushed at: about 2 months ago - Stars: 348 - Forks: 62

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: 29 days ago - Pushed at: over 1 year ago - Stars: 299 - Forks: 69

testdrivenio/fastapi-ml

deploying an ML model to Heroku with FastAPI

Language: Python - Size: 785 KB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 51 - Forks: 23

MfaXyz/Simple-Forecaster-Using-NeuralProphet

Forecasting sales and economic demand for businesses with a time series approach using NeuralProphet

Language: Jupyter Notebook - Size: 478 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 0

FeziweMelvin/XGBoost-and-Random-Forest-for-Time-Series

This repository is for a project for using XGBoost and Random Forest Regressor to forecast time series

Language: Jupyter Notebook - Size: 4.81 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

rafapi/fastapi-prophet

Stock Market predictions with Prophet and FastAPI

Language: Python - Size: 9.27 MB - Last synced at: 28 days ago - Pushed at: over 3 years ago - Stars: 15 - Forks: 3

zmcx16/stock-forecast

Do Stocks / Markets price prediction on the time series prediction model

Language: Python - Size: 45.7 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 6 - Forks: 3

lgregs/TCC-PUCSP-CDIA

Repositório do TCC de 2023 de Ciência de Dados e Inteligência Artificial

Language: Jupyter Notebook - Size: 53.2 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 0

nabeel-oz/qlik-py-tools

Data Science algorithms for Qlik implemented as a Python Server Side Extension (SSE).

Language: Python - Size: 132 MB - Last synced at: 15 days ago - Pushed at: about 4 years ago - Stars: 187 - Forks: 87

taeefnajib/demand-forecasting

This project uses fbprophet and time-series dataset downloaded from Kaggle

Language: Python - Size: 1.91 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

sgb31/Time-Series-using-FBProphet

I implemented time series forecasting using the FBProphet model, incorporating regressors, holidays, and weekly seasonality, along with walk-forward iterations for improved accuracy. I also developed a Streamlit application for interactive visualization of the forecasts.

Language: Jupyter Notebook - Size: 22.6 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

snehasharma18/BITCOIN-PRICE-PREDICTOR

This project involves building a Bitcoin price predictor using various time series models, including ARIMA, LSTM, TimeGPT and FBProphet. The predictor has been deployed using Streamlit for an interactive and user-friendly experience.

Language: Jupyter Notebook - Size: 7.33 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

medss19/DPS-AI-Model

A Flask-based API for time-series forecasting using SARIMA, Prophet, and a Hybrid model, with traffic accident data analysis and visualization.

Language: Jupyter Notebook - Size: 3.23 MB - Last synced at: 28 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 1

prithvioak/timeseries-forecasting

📈 Notes and supporting code files exploring time series analysis and forecasting models!

Language: Python - Size: 13.7 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

heidelbergcement/hcrystalball

A library that unifies the API for most commonly used libraries and modeling techniques for time-series forecasting in the Python ecosystem.

Language: Python - Size: 10.9 MB - Last synced at: 3 days ago - Pushed at: about 1 year ago - Stars: 151 - Forks: 20

carlomazzaferro/scikit-hts

Hierarchical Time Series Forecasting with a familiar API

Language: Python - Size: 266 KB - Last synced at: 6 months ago - Pushed at: almost 2 years ago - Stars: 222 - Forks: 39

pravincoder/stock_bots

*Time Series Forcasting Project* :- We tested Fb prophet model , VAR (Vector Autoregression) Model , Transformer Models(Only Encoder) and LSTM's.

Language: Jupyter Notebook - Size: 1.14 MB - Last synced at: 25 days ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

msmthethwa/Time-Series-Forecasting

Machine Learning Activity 11

Language: Jupyter Notebook - Size: 2.34 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

ramyacp14/SalesForecasting

Forecasts future sales for a retail company using time series analysis with Facebook Prophet. The project involves data preprocessing, exploratory data analysis (EDA), and forecasting with holiday effects considered.

Language: Jupyter Notebook - Size: 1.73 MB - Last synced at: 2 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

aishrock006/Capstone-Project

The Repository contains Udacity's Nanodegree Program final project

Language: Jupyter Notebook - Size: 20.9 MB - Last synced at: 9 months ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

ajitsingh98/Time-Series-Analysis-and-Forecasting-with-Python

Time Series Analysis and Forecasting in Python

Language: Jupyter Notebook - Size: 6.16 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 92 - Forks: 40

Omar-Karimov/CryptoViewer

CryptoViewer is platform for quick and effective analysis of the crypto market.

Language: Python - Size: 896 KB - Last synced at: 29 days ago - Pushed at: almost 4 years ago - Stars: 6 - Forks: 3

neptune-ai/neptune-prophet

Experiment tracking for Prophet. 🧩 Log, organize, visualize and compare model parameters, forecasts, and more.

Language: Python - Size: 160 KB - Last synced at: about 22 hours ago - Pushed at: 10 months ago - Stars: 3 - Forks: 2

Harpragaas/Stock-Prediction-App

Language: Python - Size: 8.79 KB - Last synced at: 11 months ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

amangupta143/Air-Quality-Prediction-FB-Prophet

This project focuses on time series forecasting of air quality data using the Facebook Prophet algorithm.

Language: Jupyter Notebook - Size: 538 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

mmsaki/mercado_libre_forecasting

With over 200 million users, MercadoLibre is the most popular e-commerce site in Latin America. Find out if the ability to predict search traffic can translate into the ability to successfully trade the stock.

Language: Jupyter Notebook - Size: 30.3 MB - Last synced at: 28 days ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

mattpretel/Predictive-Analysis-PHX-Housing

Project with Rachel, Jacob, and Matt about the Arizona Real Estate Market using Predictive Models and comparing the results.

Language: Jupyter Notebook - Size: 39.9 MB - Last synced at: 12 months ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 1

madhu-smita-behera/COVID-19-trend-analysis

The objective of this project is to write code to visualize the impact and analyze the trend rate of infection and recovery as well as make predictions about the number of cases expected a week in the future based on the current trends based on given data about COVID-19 patients.

Language: Jupyter Notebook - Size: 2.14 MB - Last synced at: 2 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

RedisGears/ProphetGears

A Demo for RedisGears function that uses fbprophet for timeseries prediction

Language: Python - Size: 1.52 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 9 - Forks: 3

Ashutosh27ind/AutoTS-Algorithms

Evaluation and review of various popular Auto Time Series Algorithms - Fbprophet, DART and PyCaret

Language: Jupyter Notebook - Size: 1.99 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

piyush-multiplexer/Machine_Learning_Data

ML algorithms in Python

Language: Jupyter Notebook - Size: 6.5 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

Shaw1390/US-Military-Budget-Forecast

In this project, we delve into the historical trends of the United States military budget and utilize advanced machine learning techniques to forecast its trajectory for the next decade.

Size: 1000 Bytes - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Rakhi-TS22/Walmart-Sale-forecast

Walmart, a multinational retail corporation, faces challenges in managing its inventory effectively, leading to issues aligning product supply with varying consumer demand.

Language: Jupyter Notebook - Size: 828 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

01zhas/Predicting-future-product-prices-with-Facebook-Prophet

Прогнозирование цен на авокадо

Language: Jupyter Notebook - Size: 2.76 MB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

igomez10/mexicoProphet

Language: Python - Size: 40 KB - Last synced at: about 1 year ago - Pushed at: about 8 years ago - Stars: 0 - Forks: 0

SannketNikam/NYC-Energy-Consumption

Predicting New York City Energy Demand Consumption using Auto-Arima and Prophet Time Series Analysis

Language: Jupyter Notebook - Size: 20.1 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 1

gulabpatel/TimeSeries

Arima, Sarima, LSTM, Prophet, DeepAR, Kats, Granger-causality, Autots

Language: Jupyter Notebook - Size: 13 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 6 - Forks: 3

ml-lib/CodeLib

Code library for common machine learning algorithms

Language: Python - Size: 1.29 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 1

DheerajPittala8055/Crypto-Currency-Price-Prediction

Built machine learning algorithms (FB prophet & Support Vector Machine) to best predict the trend of chosen Crytpo-currency.

Language: Jupyter Notebook - Size: 613 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

MananKapila/Data-Analysis-and-Prediction-on-COVID

This project is based on data analysis of spread of covid in India and it's future prediction (before end of May)

Language: Jupyter Notebook - Size: 3.57 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

Samaalnassiry/crude-oil-analysis

Crude oil analysis on SQL cleaned data

Language: Jupyter Notebook - Size: 205 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

bsdr18/Predictive-Analytics-for-Sales-and-Marketing

A Comprehensive Time Series Analysis for Dynamic Sales Forecasting

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

thai22011/Crypto_Clustering_PricePrediction

An Overview of Machine Learning Models on Crypto Clustering and Price Prediction on Binance | Python | Binance API

Language: Jupyter Notebook - Size: 4.29 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 1

sowmyagowri/Stock-Price-Prediction

A group project for CMPE272 at SJSU

Language: JavaScript - Size: 91.5 MB - Last synced at: 11 months ago - Pushed at: about 7 years ago - Stars: 35 - Forks: 17

Pratik94229/Time-Series

This repository contains various time series analysis projects and code examples with Fbprophet.

Language: Jupyter Notebook - Size: 4.5 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

Ashutosh27ind/TimeSeries-Inventory-Forecasting

Time Series forecasting model for predicting the unit’s movement of the inventory in the warehouses and stores in order to do capacity planning and prepare for peak volume at the granularity level of week/channel/location.

Language: Jupyter Notebook - Size: 14.5 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 0

kimkukhwa/FBProphet_Test

Quick starter for time-series analysis with Facebook prophet.

Language: Jupyter Notebook - Size: 1 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

zachrenwick/streamlit_forecasting_app

This MVP data web app uses the Streamlit framework and Facebook's Prophet forecasting package to generate a dynamic forecast from your own data.

Language: Python - Size: 7.37 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 57 - Forks: 31

Gsilvera24/Stock_Machine-Learning-Project

Stock Analysis using machine learning algorithms. LSTM, FB Prophet, Linear Regression.

Language: Jupyter Notebook - Size: 9.09 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

SiddheshShanmugaraja/Virus-Data-Analysis

A Predictive model that finds the growth pattern COVID-19 virus and predicts the future number of cases affected by the virus by using a time series forecast module called fbprophet

Language: Jupyter Notebook - Size: 1.25 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

rulo96z/Crypto_Signal_Provider

This is a web application that allows users to select a cryptocurrency, select a machine learning model, and pull historical data to predict its future price.

Language: Python - Size: 421 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 3

bsanket16/stock-prediction

Streamlit Web App for Stock Price Prediction

Language: Python - Size: 1.14 MB - Last synced at: 25 days ago - Pushed at: almost 4 years ago - Stars: 5 - Forks: 5

LucasGabryell/Covid19_Project

Projeto de previsão do Covid19 com uso de Machine Learning, ministrado por Neylson Crepalde da DIO.

Language: Jupyter Notebook - Size: 315 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

ganprad/rentorbuy

A Project that uses Zillow research data on Quandl, Prophet for time series forecasting, Altair for vega-lite charts and Folium for an creating interactive map.

Language: HTML - Size: 41.5 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 2

edohgoka/Predict_Sales_Of_a_Product

Project - Time Series Analysis. Forecasting a product sales.

Language: Jupyter Notebook - Size: 458 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

AniketP04/Stock_Price_Prediction

in this project two models are build a Multivariate CNN-LSTM model using keras and tensorflow, ARIMA model, and FbProphet. In multivariate CNN-LSTM five feature are given as a input to the model and output as Closing price. Forecasted for the next 30 days. the dataset has been collected from Yahoo finance.

Language: Jupyter Notebook - Size: 2.15 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 2

TrilokiDA/Time-Series-Forecasting

code will related to time series data and forecast

Language: Jupyter Notebook - Size: 1.27 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

shivgarg/kaggle-webpage-visits

My approach towards kaggle competition for time series forecasting

Language: Python - Size: 6.15 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0

grunenwaldmargaux/NetflixTimeSeriesProject

Supervised ML Time Series project using FBProphet

Language: Jupyter Notebook - Size: 24.4 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

aveedibya/ultimateForecastingTool

Forecasting models integrated in a web applications, built purely in Python

Language: Python - Size: 76.2 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 4

skswar/Forecasting_ScrapTire_Receipt_ATD

🛞 This repository contains the code written to forecast scrap tire receipt rate at ATD distribution centers based on historical data ⏱📈

Language: Jupyter Notebook - Size: 8.06 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

nikhilpatil44/stock-forecasting

Predicting stock price of Amazon using FbProphet

Language: Jupyter Notebook - Size: 174 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

AshNumpy/TS-Daily-Weather-Delhi-Time-Series-Analysis

Time series analysis with daily Delhi's weather data.

Language: Jupyter Notebook - Size: 1.53 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0

Rohan-s18/Data-Analysis-and-Machine-Learning

Repository for Data Analysis and Machine Learning

Language: Python - Size: 2.72 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

Abhimurthy001/stock-price-analysis-visualization-and-prediction

Stock Price Prediction predicts the stock price for next 5 years, data is fetched from Yahoo finance. The webapp uses Facebook Prophet model which has an MAPE of 10%.

Language: Python - Size: 680 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0

ashinno/Stock-Prediction

Forecasting stock prices is a challenging task that requires the analysis of large amounts of financial data. I present a Stock Forecast App that uses the Prophet library and Streamlit framework to predict the future price of a given stock.

Language: Python - Size: 63.5 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0

Abhinavk910/FB_Prophet_Playground

Forecasting Playground

Language: Python - Size: 369 KB - Last synced at: 12 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

slrbl/future-prediction-using-tweets-and-ai

Prediction big events using data from time series data from hedonometer

Language: Python - Size: 54.7 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 1

samkamau81/Kenyas-Maize-Output-Time-Series

This is a time series project that utilizes Facebook prophet to predict what Kenya's Maize Output will be in 2027

Language: Jupyter Notebook - Size: 561 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

Imperial-College-Data-Science-Society/Machine-Learning-API

ICDSS Machine Learning Workshop Series: Machine Learning APIs

Language: Jupyter Notebook - Size: 42.5 MB - Last synced at: about 1 year ago - Pushed at: about 7 years ago - Stars: 9 - Forks: 4

Abdullahw72/Time-Series-Analysis-using-FbProphet

Time Series Analysis using FbProphet

Language: Jupyter Notebook - Size: 1.12 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

AjayKumar1994/Stock-Price-Prediction-LSTM-FBProphet-ARIMA

This project seeks to utilize the Deep Learning model, Long-Short Term Memory (LSTM) Neural Network algorithm, Time Series Models, ARIMA and FBProphet to predict stock prices.

Language: Jupyter Notebook - Size: 2.1 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 0

gulabpatel/Anomaly_Detection

In this repo, different techniques will be done to analyze Anomaly detection

Language: Jupyter Notebook - Size: 6.11 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 1

donniebryson/lambda2

Very short and extremely simple example of using AWS lambda function to start an EC2 instance, process a file, and stop the EC2 instance when it is finished.

Language: Python - Size: 14.6 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

rahulkfernandes/Stock-Price-Forecasting

K-step stock price forecasting using historical closing price data

Language: Python - Size: 6.84 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

kheller18/forecasting-net-prophet

Machine learning app to understand if Google Search traffic corresponds to stock price for Mercado Libre

Language: Jupyter Notebook - Size: 63.2 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

AlinaBaber/Covid19-Timeseries-Cases-and-Deaths-forecasting-

This study is based on confirmed cases and deaths collected from Pakistan. Results demonstrate the promising potential of TIME SERIES model in forecasting COVID-19 cases and highlight the superior performance of the time series compared to the LSTM.we apply AI-based forecasting models such time series ARIMA, LSTM, prophet and VAR.

Language: Jupyter Notebook - Size: 3.3 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

skykery/stock-forecaster

Forecast stock prices using yfinance, fbprophet, scrapy and fastAPI.

Language: Python - Size: 148 KB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

rahultg08/elecPrices-forecasting

Time Series Analysis and Forecasting

Language: Jupyter Notebook - Size: 2.43 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

rahultg08/airline-passengers

Time Series Analysis and Forecasting

Language: Jupyter Notebook - Size: 771 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

innovatorved/COVID19-Website 📦

CoronaUpdate is non-profit tool that gives the Update of COVID19 in India and its States. We send daily Update of COVID19 situation to Clients Mail . In the form of Plots and Bars. For easily Understand and Seeing .

Language: HTML - Size: 8.32 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 6 - Forks: 0