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.
☆19,041Aug 7, 2024Updated last year
Alternatives and similar repositories for Kalman-and-Bayesian-Filters-in-Python
Users that are interested in Kalman-and-Bayesian-Filters-in-Python are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalm…☆3,842Feb 7, 2024Updated 2 years ago
- Python sample codes and textbook for robotics algorithms.☆29,766Updated this week
- Some Python Implementations of the Kalman Filter☆1,136Apr 1, 2024Updated 2 years ago
- Kalman Filter, Smoother, and EM Algorithm for Python☆1,321Apr 20, 2026Updated last month
- aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-firs…☆28,159Jun 25, 2024Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A python tutorial on bayesian modeling techniques (PyMC3)☆2,504Apr 29, 2017Updated 9 years ago
- Header-only C++11 Kalman Filtering Library (EKF, UKF) based on Eigen3☆1,503Aug 24, 2023Updated 2 years ago
- Bayesian Modeling and Probabilistic Programming in Python☆9,636Jun 10, 2026Updated last week
- Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book a…☆22,034Jul 13, 2023Updated 2 years ago
- The Kalibr visual-inertial calibration toolbox☆5,497Mar 30, 2024Updated 2 years ago
- Notebooks for "Python for Signal Processing" book☆100May 2, 2014Updated 12 years ago
- Deep universal probabilistic programming with Python and PyTorch☆9,008Jun 5, 2026Updated last week
- Automatic extraction of relevant features from time series:☆9,247Jun 8, 2026Updated last week
- Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more☆35,826Updated this week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A probabilistic programming language in TensorFlow. Deep generative models, variational inference.☆4,840Mar 18, 2024Updated 2 years ago
- Lightweight C/C++ Extended Kalman Filter with Python for prototyping☆1,204Apr 9, 2026Updated 2 months ago
- Efficiently computes derivatives of NumPy code.☆7,496Jun 8, 2026Updated last week
- Autoware - the world's leading open-source software project for autonomous driving☆11,711Updated this week
- GTSAM is a library of C++ classes that implement smoothing and mapping (SAM) in robotics and vision, using factor graphs and Bayes networ…☆3,515Jun 9, 2026Updated last week
- Python code for "Probabilistic Machine learning" book by Kevin Murphy☆7,089Feb 26, 2026Updated 3 months ago
- Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities☆10,177May 15, 2024Updated 2 years ago
- Notebooks for "Python for Signal Processing" book☆1,738Jul 29, 2020Updated 5 years ago
- The Time Series Visualization Tool that you deserve.☆5,954May 11, 2026Updated last month
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Models and examples built with TensorFlow☆77,666Updated this week
- An open autonomous driving platform☆26,676Apr 16, 2026Updated 2 months ago
- Python Implementation of Reinforcement Learning: An Introduction☆14,681Aug 9, 2024Updated last year
- TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)☆43,749Jul 26, 2024Updated last year
- Fast, flexible and easy to use probabilistic modelling in Python.☆3,536Mar 6, 2025Updated last year
- Deep Learning for humans☆64,094Updated this week
- g2o: A General Framework for Graph Optimization☆3,434Jun 8, 2026Updated last week
- A small C++11 header-only library for Lie theory.☆1,776Nov 1, 2025Updated 7 months ago
- Model-based design and verification for robotics.☆4,078Updated this week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Python programs, usually short, of considerable difficulty, to perfect particular skills.☆24,337Jun 3, 2026Updated last week
- Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!☆39,506Nov 27, 2022Updated 3 years ago
- Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research☆18,235Mar 15, 2026Updated 3 months ago
- solution of exercises of the book "probabilistic robotics"☆1,313May 18, 2023Updated 3 years ago
- A toolkit for developing and comparing reinforcement learning algorithms.☆37,222Mar 26, 2026Updated 2 months ago
- The most cited deep learning papers☆26,152Jan 18, 2024Updated 2 years ago
- The Python Control Systems Library is a Python module that implements basic operations for analysis and design of feedback control syste…☆2,033Jun 9, 2026Updated last week