Martin Lampel's repositories
PythonRobotics
Python sample codes for robotics algorithms.
ThinkDSP
LaTeX source and Python code for "Think DSP: Digital Signal Processing in Python", by Allen B. Downey.
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
introduction_to_ml_with_python
Notebooks and code for the book "Introduction to Machine Learning with Python"
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.
CarND-particle-filter
Implementation of a particle filter for Udacity: Self-Driving Car Engineer Nanodegree | Project: Kidnapped Vehicle
drlnd_p3_collab-compet
The third project of the Udacity Deep RL course
deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
martinlampel.github.io
💎 🐳 A super customizable Jekyll theme for personal site, team site, blog, project, documentation, etc.
qepas_gas_sensor
Firmware and Software for my master thesis: Development of a compact and embedded QEPAS Gas Sensor
CarND-Traffic-Sign-Classifier
CNN for classification of traffic signs
MartinLampel
Config files for my GitHub profile.
CarND-LaneLines-P1
Lane Finding Project for Self-Driving Car ND
neural-networks-and-deep-learning
Code samples for my book "Neural Networks and Deep Learning"
python-machine-learning-book-2nd-edition
The "Python Machine Learning (2nd edition)" book code repository and info resource