Yuli Vasiliev – Medium

Yuli Vasiliev

Yuli Vasiliev
in
Towards Data Science

Using Fourier Transform of Vector Representations Derived from BERT Embeddings for Semantic…

Exploring the mutual influence of words in a sentence by evaluating different representations of BERT embeddings

Jan 14, 2023

Using Fourier Transform of Vector Representations Derived from BERT Embeddings for Semantic…

Jan 14, 2023

Yuli Vasiliev
in
Towards Data Science

Generating Sentence-Level Embedding Based on the Trends in Token-Level BERT Embeddings

How to derive sentence-level embedding from word embeddings

Jan 5, 2023

Generating Sentence-Level Embedding Based on the Trends in Token-Level BERT Embeddings

Jan 5, 2023

Yuli Vasiliev
in
Towards Data Science

Discovering Trends in BERT Embeddings of Different Levels for the Task of Semantic Context…

How to extract information about the context of a sentence with BERT model outputs

Dec 22, 2022

Discovering Trends in BERT Embeddings of Different Levels for the Task of Semantic Context…

Dec 22, 2022

Yuli Vasiliev
in
Level Up Coding

Neural Networks for Market Indicators Analysis

Neural networks have been successfully used to tackle a wide range of challenging problems in science and engineering. The example in this…

Jun 23, 2021

Neural Networks for Market Indicators Analysis

Jun 23, 2021

Yuli Vasiliev

Stock Price Analysis with Deep Learning

In recent times, the field of machine learning has largely shifted to neural networks. While a neural network (a deep learning model)…

Jun 2, 2021

Stock Price Analysis with Deep Learning

Jun 2, 2021

Yuli Vasiliev
in
Towards Data Science

Data Processing and Analysis: pandas vs SQL

May 25, 2021

Data Processing and Analysis: pandas vs SQL

May 25, 2021

Yuli Vasiliev
in
Level Up Coding

Stock Price Analysis with Machine Learning

Being a robust method of data analysis that enables building of applications that can learn from data, machine learning is used in many…

May 9, 2021

Stock Price Analysis with Machine Learning

May 9, 2021

Yuli Vasiliev
in
Towards Data Science

Using Word Vectors to Mathematically Find Words with Similar Meanings

Calculating the Semantic Similarity of Texts Programmatically

Nov 7, 2020

Using Word Vectors to Mathematically Find Words with Similar Meanings

Nov 7, 2020

Yuli Vasiliev
in
Level Up Coding

Python For Finance: Improve Your Stock Trading Performance with Scripting

If you search for ways to improve your stock investment skills, you’ll definitely find ‘do some research’ among other things.

Jul 29, 2020

Python For Finance: Improve Your Stock Trading Performance with Scripting

Jul 29, 2020

Yuli Vasiliev
in
Level Up Coding

Getting Started with Stock Market Analysis in Python

It’s quite common nowadays to employ computer technologies to predict stock returns. Thus, many stock prediction algorithms rely on the…

Jul 1, 2020

Getting Started with Stock Market Analysis in Python

Jul 1, 2020

Yuli Vasiliev

Yuli Vasiliev

is researching BERT embeddings (https://github.com/nlptechbook/BERTembeddings) and is the author of this NLP book: https://nostarch.com/NLPPython

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