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ozzi7's Projects

brainy icon brainy

Small asynchronous neural network that can learn pattern recognition, memorization, XOR, etc. using neuro-evolution.

database-project icon database-project

Part of the course data modelling and database: From ER model to website (Java servlets/MySQL backend)

dht-crawler icon dht-crawler

Crawls the DHT (torrent hashtable), continuously maps infohashes to IPs

distributed-systems icon distributed-systems

Android apps: reading sensoric data, chatroom, final project is a multiplayer space shooter

fmfp-solutions icon fmfp-solutions

My solutions to exercises done as part of the course Formal Methods and Functional Programming (in Haskell)

models icon models

Models and examples built with TensorFlow

nalu icon nalu

Implementation of NALU by Deepmind

poker-mccfrm icon poker-mccfrm

A poker AI for NL Texas Holdem trained using Monte-Carlo Counterfactual Regret Minimization.

tictactoe-dl-rl icon tictactoe-dl-rl

Implementation of Tic Tac Toe 5x5 (4 in a row). Uses a DNN together with MCTS and Neuroevolution to train the weights. The network is similar to the one used by AlphaZero but with fewer residual layers and fewer filters.

tictactoerl icon tictactoerl

A simple implementation of Q-learning for Tic Tac Toe

timeline icon timeline

A website which shows past, present and future events on a timeline.

torrent-crawler icon torrent-crawler

Crawls kickass.to, parses infohashes and metadata, stores it in a database

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