Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

Hello world univariate examples for a variety of time series packages.

Code examples for pyFTS

SentimentArcs: a large ensemble of dozens of sentiment analysis models to analyze emotion in text over time

My Experiments with Time Series

Tutorial notebooks for Stingray

This notebook provides some skills to perform financial analysis on economical data.

Detecting critical transitions in financial networks with topological data analysis.

Classifying badminton strokes based on accelorometer and gyroscope sensor data attached to player's wrist. An end-to-end Machine Learning project, from data collection and preprocessing to final model evaluation.

Two Jupyter Notebooks written in Python, treating of time series analysis with ARIMA and its seasonal counterpart.

Technical Analysis of Financial Data.

Jupyter notebook: GRASS GIS 8 and processing of multitemporal EO data

This notebook provides some skills to perform Time-Series-Analysis.

This Time Series Forecasting I-Python notebooks are from DerekBanas Youtube tutorial on time-series-analysis. These notebook feature a lot of techniques that can be used to predict the future for time series data like weather, stocks, etc.

Contains notebooks of Time series preprocessing and forecasting in Python using AR, MA, ARMA, ARIMA, SARIMA, Prophet model and LSTM model with forecast evaluation.

📔 3D conjugate heat transfer

In this notebook, I will use time series forecasting to forecast champagne sales. The sales data of champagnes of a company named 'Perrin Freres' is available here. https://datamarket.com/data/set/22r5/perrin-freres-monthly-champagne-sales-millions-64-72#!ds=22r5&display=line

This repository features notebooks and datasets for predicting Tesla (TSLA) stock prices using LSTM models. Explore historical data, forecast trends, and gain insights into TSLA's market movements.

Time series prediction Notebooks

Jupyter Notebooks for time series analysis using STUMPY (matrix profile)