Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…

My blogs and code for machine learning. http://cnblogs.com/pinard

Build your neural network easy and fast, 莫烦Python中文教学

Pytorch🍊🍉 is delicious, just eat it! 😋😋

本教程独立网站已上线

An implementation of a sequence to sequence neural network using an encoder-decoder

This is a pytorch implementation for the BST model from Alibaba https://arxiv.org/pdf/1905.06874.pdf

Use HMM to solve the problem of vehicle trajectory prediction

Multi-objective irrigation optimization using a crop simulation model and historical weather data

Data mining course final project

Implemented the concepts of Markov chains on stock prices as time-series data to understand its variation. Interpreted the underlying hidden states on which prices of stock indices depend. Modified…

Causal Impact

project for building a graph neural net for multivariable time-series forecast of energy consumption.