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Alban Tchikladzé's Projects

adapting-the-k-complexity-for-neural-networks icon adapting-the-k-complexity-for-neural-networks

I have come to the conclusion that Kolmogorov complexity is not well suited for neural networks. Based on this conclusion, it is necessary to find an adaptation that will satisfy neural networks specificities. To further our research, we will try to find a computable approximation.

albtchik icon albtchik

A wonderful introduction for you to my coding addiction

albtchik.github.io icon albtchik.github.io

:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.

audiosynthesis_tensorflowtts icon audiosynthesis_tensorflowtts

TensorFlowTTS: Real-Time State-of-the-art Speech Synthesis for Tensorflow 2 (supported including English, French, Korean, Chinese, German and Easy to adapt for other languages)

balance icon balance

The balance python package offers a simple workflow and methods for dealing with biased data samples when looking to infer from them to some target population of interest.

cooking-database icon cooking-database

2020 - Application WPF de gestion de création de recettes et de commandes de plats

fixmatch-pytorch icon fixmatch-pytorch

Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"

game_of_life icon game_of_life

I made this code during my first Engineering year at ESILV, it shows a quite astounding emergence of complex behavior when using only simple rules.

hyperas icon hyperas

Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization

melbourne_housing_analysis icon melbourne_housing_analysis

Here you can have a look at my data Analysis of the Melbourne Housing Dataset, that I have done during my Big Data Analytics course at Dublin in Griffith College

restricted-boltzmann-machine icon restricted-boltzmann-machine

PyTorch Project - Voici la fameuse machine de Blotzmann, l'ancêtre des réseaux de neurones artificels. Initialement inventée sous le nom de Harmonium par Paul Smolenski en 1986.

semi-supervised-learning icon semi-supervised-learning

Semi-Supervised Learning is one of the most promising advance in IA, here is an example based on the CIFAR-10 Dataset

simpleblog icon simpleblog

Build a Jekyll blog in minutes, without touching the command line.

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