johnny1188 Goto Github PK

decoding-brain-activity-thesis

Code for my bachelor's thesis titled "Decoding visual stimuli from cortical activity using neural networks" (2024)

deep-q-learning-driver

Implementation of Deep reinforcement learning (Q-learning) in a self-made game environment of a highway driver.

eventos-platform

Web app prototype - ambassador program for event organizers & chat for event attendees.

fiks-matching-couples

Algorithm implementation for the assignment from ČVUT FIT Prague.

fiks-number-plates

Algorithm implementation for the assignment from ČVUT FIT Prague.

fotkogram-platform

Not finished first Django app. Instagram is too mainstream, get on Fotkogram!

fractional-learning-to-optimize

Combining fractional gradient descent with Learning-to-Optimize method.

generative-classifier

Recurrent Generative Image Classifier.

guessing-game-nodejs

Number guessing game created just to test NodeJS for the first time.

hierarchical-hypernets

Hierarchical Hypernetworks for Continual Learning.

hopfield-networks

Notes and implementations from the paper Hopfield Networks is All You Need + from the accompanying blog post

in-context-learning

Paper Reproduction: General-Purpose In-Context Learning by Meta-Learning Transformers.

job-no-two-platform

JobNoTwo = candidates---jobs matcher

johnny1188.github.io

learning-to-optimize

Code for our paper Investigation into the Training Dynamics of Learned Optimizers, 2023.

midnight-questions

Random questions I come up with and try to answer in Jupyter Notebooks

ml-template

Ready for experiments & proofs of concepts

neural-nets-from-scratch

Jupyter notebook only with Python-&-Numpy libraries (Only for learning purposes).

reinforcement-learning-maze

Hands-on reinforcement learning mini project finding the shortest path in a grid from initial position to the goal one.

servers-range-finding-code-challenge

Problem solving for the Reply Code Challenge - Teen Edition 2020

sorting-algorithm

Self-implemented sorting algorithm without using high level functions in Python.