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Desi's Projects

agda-kp-np icon agda-kp-np

A formally verified proof of the NP-completeness of the Knapsack problem (work in progress)

agda-permutations icon agda-permutations

Formally verified soundness and completeness of permutations generation, in Agda

agda-regexp-automata icon agda-regexp-automata

Formalization of Regular Languages in Agda: regular expressions, finite-state automata, proof of equivalence, proof of the pumping lemma.

bayesian-networks-parser icon bayesian-networks-parser

A parser for bayesian networks in .net format. It generates Python code for instantiating BNs with discrete variables, compatible with an extension of BNs implemented in aima-python.

bb icon bb

A branch and bound visualizer for integer linear optimization problems, done with GLPK, WASM and React

bbb icon bbb

Download and merge BBB video&audio recordings in the browser with ffmpeg.wasm

bidix icon bidix

An inter-process communication middleware for simplified bidirectional callbacks management, fully typed

cars-ai icon cars-ai

A simple car driving ai using a genetic algorithm

cars-rl icon cars-rl

Reinforcement Learning (DQN) from scratch with zero dependencies applied to a simple car driving game

cryptorocket icon cryptorocket

A React Native app for simulated crypto trading based on Binance API

dcgan icon dcgan

A tensorflow implementation of DCGANs

diffusers icon diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

flappyai icon flappyai

Flappy bird AI in 120 lines of vanilla js: https://desi-ivanov.github.io/flappyai/

histopatho-drawer icon histopatho-drawer

A client for img2img-stylegan that can be used for colorectal histopathology image generation

med-seg-diff-pytorch icon med-seg-diff-pytorch

Implementation of MedSegDiff in Pytorch - SOTA medical segmentation using DDPM and filtering of features in fourier space

nn icon nn

Neural networks from scratch with zero dependencies

pubblibike2maps icon pubblibike2maps

Find direction to a place with a stop at the nearest pubblibike station

taxi-world icon taxi-world

A multi-agent system with AgentSpeak(L), Jason and Jade

tg-crypto-bot icon tg-crypto-bot

A telegram bot for crypto prices monitoring based on coinbase api

ts-regexp icon ts-regexp

Type-Level Regular Expressions matching with TypeScript

tsgrad icon tsgrad

A simple autograd engine inspired by pytorch

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