Ossi Myllymäki's repositories
bank-transaction-analyzer
Desktop application for analysis and visualization of bank transaction data.
gauss-newton-solver
Gauss-Newton solver implemented from scratch.
conquering-seven-hills
Finding optimal walking path for seven hills in Turku.
ransac-solver
General RANSAC solver with detailed examples.
optimization-toolkit
Art of finding minimum. Python implementations from scratch.
DQN
DQN reinforcement learning with some experimental features
bresenhams-line-algo-speed-comparison
Quick speed comparison of different implementations: python, cython, numba, c++
cuda-lectures
Material for cuda-mode lectures
drl-zh
Deep Reinforcement Learning: Zero to Hero!
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'.
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.
kiss-icp
A LiDAR odometry pipeline that just works
lm-hackers
Hackers' Guide to Language Models
lunch-bot
Helpful slack bot that provides lunch options in the region of Turku.
privateGPT
Interact privately with your documents using the power of GPT, 100% privately, no data leaks
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 ;)
recommenders
Best Practices on Recommendation Systems
reinforcement-learning-algorithms
This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are still in progress)
shifting-peaks
Methods to correct effect of peak shifting in curve fitting problem.
table-viewer
A simple utility program, with minimal GUI, for viewing, filtering, grouping, and sorting tabular data.