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fbprophet

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

Python
344
1 年前

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.

Jupyter Notebook
301
2 年前

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

Python
151
1 年前

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

Python
65
1 年前

Advance warning system for flood with rainfall analysis

Jupyter Notebook
53
6 年前

deploying an ML model to Heroku with FastAPI

Python
51
1 年前

A group project for CMPE272 at SJSU

JavaScript
36
7 年前

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.

Jupyter Notebook
26
2 年前

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

Jupyter Notebook
19
1 年前

Stock Market predictions with Prophet and FastAPI

Python
15
3 年前

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.

Jupyter Notebook
13
5 年前

Gold Analysis, Trading Strategy, Backtesting, Prediction, and Communication (Email and Telegram notification chatbot) in Python

Jupyter Notebook
12
4 年前

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.

HTML
12
2 年前

Project to predict stock prices with Recurrent Neural Network in TensorFlow with client input as web application (with Flask).

Jupyter Notebook
11
5 年前