BT's starred repositories
Kalman-and-Bayesian-Filters-in-Python
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 filters, and more. All exercises include solutions.
ydata-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
filterpy
Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.
ydata-synthetic
Synthetic data generators for tabular and time-series data
awesome-neural-ode
A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.
time-series-classification-and-clustering
Time series classification and clustering code written in Python.
covid-19-excess-deaths-tracker
Source code and data for The Economist's covid-19 excess deaths tracker
SimpleKalmanFilter
A basic implementation of Kalman Filter for single variable models.
tesla-apiscraper
API Scraper for pulling Vehicle Statistics from the Tesla Owner API into an InfluxDB + Grafana Dashboards
particle_filter_demo
Example of a simple particle filter for robot location, Stanford's Intro to AI
particle_filter_localization
Particle filter-based localization in an occupancy grid map.
climate-ai
Repo for Climate AI Hackathon
stellar-identicon-py
Python tool to generate identicons for Stellar wallets - unique icons, generated based on the wallet public key