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Ivan Vegner's Projects

deep-music-cbr icon deep-music-cbr

Deep content-based music recommendation using a two-headed CNN architecture. Project for UMass Amherst CS682.

deep_trader icon deep_trader

This project uses reinforcement learning on stock market and agent tries to learn trading. The goal is to check if the agent can learn to read tape. The project is dedicated to hero in life great Jesse Livermore.

deeplearningnotes icon deeplearningnotes

A compilation of the notes I take while reading deep learning papers. Work in progress, but I hope someone finds this useful.

dsnn icon dsnn

Differentiable Spiking Neural Net

filtercompetitionconvsnns icon filtercompetitionconvsnns

Fall 2020 Independent Study -- Convolutional SNNs with Filter Competition for Unsupervised Image Classification

fovae icon fovae

2023 Edinburgh Independent Project -- a Foveating VAE with a Patch-Based Reconstruction Loss

multi-memory-mac-network icon multi-memory-mac-network

Memory, Attention and Composition (MAC) Network for CLEVR, augmented with multiple interacting memories

pokeromega icon pokeromega

Reinforcement-Learning AI that plays Texas Hold'em

pydsrl icon pydsrl

Faithful Python implementation of the paper "Towards Deep Symbolic Reinforcement Learning" by Garnelo et al.

solar-calculator icon solar-calculator

Solar installation power calculator, done as a job application project in Ember.JS

stocks-net icon stocks-net

An ongoing experiment to see whether I can make a neural net trade stocks with a profit.

thoughts icon thoughts

Thoughts-App client (forked for posterity)

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