Nicola Bernini – Medium

Nicola Bernini

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Nicola Bernini

Uniswap V3 — Deep Dive — Part 1

Bridging the gap between the White Paper and the Solidity Code

Jan 9, 2022

Uniswap V3 — Deep Dive — Part 1

Jan 9, 2022

Pinned

Nicola Bernini
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Towards Data Science

Why VAE are likelihood-based generative models

Generative Models are powerful tools to learn to generate realistic data samples from existing data

Oct 25, 2020

Why VAE are likelihood-based generative models

Oct 25, 2020

Nicola Bernini
in
Ethereum Virtual Machine Walkthrough

A walkthrough of EVM — Part 1 of N

In this series of posts I am going to present some code snippets in EVM Assembly and to explain how they work

Aug 14, 2021

A walkthrough of EVM — Part 1 of N

Aug 14, 2021

Nicola Bernini
in
Discussing Deep Learning

Paper Exaplained — Discovering Symbolic Models from Deep Learning with Inductive Biases

Original Paper

Jul 10, 2020

Paper Exaplained — Discovering Symbolic Models from Deep Learning with Inductive Biases

Jul 10, 2020

Nicola Bernini

FactorVAE Explained

Reading through the paper, understanding the key aspects while catching the details

Jun 6, 2020

FactorVAE Explained

Jun 6, 2020

Nicola Bernini
in
Discussing Deep Learning

A Paper in 5 mins — FactorVAE

Learning a disentangled representation is more or less like learning a “code” where each digit represents a specific “factor of variance”…

May 29, 2020

A Paper in 5 mins — FactorVAE

May 29, 2020

Nicola Bernini

Navigating a Paper — VectorNet: Encoding HD Maps and Agent Dynamics from Vectorized Representation

Understanding and Summarizing the following

May 25, 2020

Navigating a Paper — VectorNet: Encoding HD Maps and Agent Dynamics from Vectorized Representation

May 25, 2020

Nicola Bernini

Paper Anatomy — FactorVAE (Part 1)

Explaining this paper from ICML 2018

May 23, 2020

Paper Anatomy — FactorVAE (Part 1)

May 23, 2020

Nicola Bernini

Adaptive Stress Testing — Part 1

Introduction

Jan 25, 2020

Adaptive Stress Testing — Part 1

Jan 25, 2020

Nicola Bernini
in
Discussing Deep Learning

Keras in depth tutorial — CNN and MNIST

This is the Part 1 of a series of in depth tutorials about Keras Framework: it is not just focused on the how-to but more on the why and…

Jun 28, 2019

Keras in depth tutorial — CNN and MNIST

Jun 28, 2019

Nicola Bernini

Nicola Bernini

Machine Learning PhD, Physicist. Mainly interested in Deep Learning, Functional Programming. https://github.com/NicolaBernini

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