Mateusz Bednarski – Medium

Mateusz Bednarski

Pinned

Mateusz Bednarski
in
Towards Data Science

Metrics are not enough — you need behavioral tests for NLP

Track systematic issues with your model by behavioral tests.

9 min readSep 12, 2022

--

1

Metrics are not enough — you need behavioral tests for NLP

--

1

Pinned

Mateusz Bednarski
in
Towards Data Science

Understanding how DALL-E mini works

You must have heard about the DALL-E mini, the hottest image generation model. But have you wondered how it works?

9 min readJun 26, 2022

--

Understanding how DALL-E mini works

--

Pinned

Mateusz Bednarski

Creating a programing language and compiler with Python and LLVM

A journey to create a programming language and compiler for it. Powered by Python, lark, and LLVM.

5 min readApr 16, 2022

--

1

--

1

Pinned

Mateusz Bednarski
in
Python in Plain English

Understand collate_fn in PyTorch

A beginner-friendly tutorial on how to create batches in PyTorch and how to modify default behavior for our needs.

5 min readJan 19, 2022

--

Understand collate_fn in PyTorch

--

Mateusz Bednarski

Creating a parser for a programming language (xdlang part 3)

Welcome to the next part of creating compiler series. Today we are going to create a parser for xdlang! For reference — here is the table…

10 min readJun 1, 2022

--

2

Creating a parser for a programming language (xdlang part 3)

--

2

Mateusz Bednarski

Creating a programming language — part 2

In second part we will define basic language features and compiler architecture.

5 min readMay 10, 2022

--

2

Creating a programming language — part 2

--

2

Mateusz Bednarski

Operator priority and associativity in EBNF grammar

How to define priority and associativity for operators in EBNF grammar notation.

5 min readApr 21, 2022

--

Operator priority and associativity in EBNF grammar

--

Mateusz Bednarski

How I solved Mass Effect: Andromeda puzzles using old AI technique

Deep learning is not everything. Come and see what old AI can do ;) I will present you a backtracking search algorithm.

6 min readJan 30, 2022

--

How I solved Mass Effect: Andromeda puzzles using old AI technique

--

Mateusz Bednarski

Understanding indexing with pytorch gather

How to use pytorch.gather function for 2D and 3D tensors

5 min readMar 22, 2020

--

7

Understanding indexing with pytorch gather

--

7

Mateusz Bednarski
in
Towards Data Science

Building package for machine learning project in Python

Most of machine learning projects I’ve seen are in permanent experiment state with no clear plan for success from a technical perspective…

9 min readNov 9, 2018

--

2

Building package for machine learning project in Python

--

2

Mateusz Bednarski

Mateusz Bednarski

AI enthusiast. Focused mostly on NLP and good software engineering practices for machine learning projects. Currently working at Roche.

Following

Help
Status
About
Careers
Blog
Privacy
Terms
Text to speech
Teams