Pinned Repositories
bank-transaction-analyzer
Desktop application for analysis and visualization of bank transaction data.
conquering-seven-hills
Finding optimal walking path for seven hills in Turku.
DQN
DQN reinforcement learning with some experimental features
gauss-newton-solver
Gauss-Newton solver implemented from scratch.
optimization-toolkit
Art of finding minimum. Python implementations from scratch.
ransac-solver
General RANSAC solver with detailed examples.
shifting-peaks
Methods to correct effect of peak shifting in curve fitting problem.
solvers
Different type of solvers to solve systems of nonlinear equations
tiny-dag
A small library to orchestrate and visualize function calls using graph structure.
omyllymaki's Repositories
omyllymaki/bank-transaction-analyzer
Desktop application for analysis and visualization of bank transaction data.
omyllymaki/gauss-newton-solver
Gauss-Newton solver implemented from scratch.
omyllymaki/ransac-solver
General RANSAC solver with detailed examples.
omyllymaki/solvers
Different type of solvers to solve systems of nonlinear equations
omyllymaki/conquering-seven-hills
Finding optimal walking path for seven hills in Turku.
omyllymaki/tiny-dag
A small library to orchestrate and visualize function calls using graph structure.
omyllymaki/optimization-toolkit
Art of finding minimum. Python implementations from scratch.
omyllymaki/shifting-peaks
Methods to correct effect of peak shifting in curve fitting problem.
omyllymaki/DQN
DQN reinforcement learning with some experimental features
omyllymaki/algos
omyllymaki/bresenhams-line-algo-speed-comparison
Quick speed comparison of different implementations: python, cython, numba, c++
omyllymaki/cuda-lectures
Material for cuda-mode lectures
omyllymaki/deep-point-map-compression
omyllymaki/drl-zh
Deep Reinforcement Learning: Zero to Hero!
omyllymaki/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
omyllymaki/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'.
omyllymaki/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.
omyllymaki/kiss-icp
A LiDAR odometry pipeline that just works
omyllymaki/lm-hackers
Hackers' Guide to Language Models
omyllymaki/lunch-bot
Helpful slack bot that provides lunch options in the region of Turku.
omyllymaki/notebooks
Just a bunch of iPython notebooks for future references.
omyllymaki/privateGPT
Interact privately with your documents using the power of GPT, 100% privately, no data leaks
omyllymaki/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 ;)
omyllymaki/recommenders
Best Practices on Recommendation Systems
omyllymaki/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)
omyllymaki/sudoku-solver
omyllymaki/table-viewer
A simple utility program, with minimal GUI, for viewing, filtering, grouping, and sorting tabular data.