NeuralProphet: A simple forecasting package
-
Updated
May 21, 2024 - Python
NeuralProphet: A simple forecasting package
Delay Embedded Regressive Reduced Order Model
Weather Data Analysis using Python, Pandas, SparkSQL, AutoRegression Model
modeling autonomous guided vehicle using MATLAB Simulink. deterministic and stochastic system identification
Transformer-based, character-level language model (GPT-like) to generate Shakespearean-like text given a seed string.
R package that simulates and estimates the hystar model
Analyse underlying causalities of functional processes
Developed predictive models like ARIMA and logistic regression to analyze market trends and forecast movements. Employed statistical techniques like moving averages for trend insights and binary outcome predictions in financial analysis.
Simple Moving Averages (SMA) and Autoregression (AR) Yule Walker Model for time series data representing temperature change and electrical consumption.
Learning Data Science
We predict GDP growth in R, comparing autoregressive models.
Autoregression is a time series model that uses observations from previous time steps as input to a regression equation to predict the value at the next time step.
The official implementation for ICMI 2020 Best Paper Award "Gesticulator: A framework for semantically-aware speech-driven gesture generation"
Autoregression on eye-gaze yields intent prediction.
Official repository for the paper "Chunked Autoregressive GAN for Conditional Waveform Synthesis"
Forecasting sales and economic demand for businesses with a time series approach using NeuralProphet
Prediction of the temperature in Berlin Tempelhof for the next couple of days. The model predicted 19.3° C for the first unknown day with the actual temperature being 19.8 °C.
documenting my bachelor thesis
Air Quality in Nairobi (Based on PM2.5 index)- A Time Series Analysis Projects - Building ARIMA ML Model. In this project, I work with data from one of Africa’s largest open data platforms openAfrica https://africaopendata.org/ .I’ll look at air quality data from Nairobi, Lagos, and Dar es Salaam; and build a time seriesmodel to predict PM 2.5 r…
Snippets and Utils for Machine and Deep Learning
Add a description, image, and links to the autoregression topic page so that developers can more easily learn about it.
To associate your repository with the autoregression topic, visit your repo's landing page and select "manage topics."