PinnedMateusz BednarskiinTowards Data ScienceMetrics are not enough — you need behavioral tests for NLPTrack systematic issues with your model by behavioral tests.Sep 12, 20221Sep 12, 20221
PinnedMateusz BednarskiinTowards Data ScienceUnderstanding how DALL-E mini worksYou must have heard about the DALL-E mini, the hottest image generation model. But have you wondered how it works?Jun 26, 2022Jun 26, 2022
PinnedMateusz BednarskiCreating a programing language and compiler with Python and LLVMA journey to create a programming language and compiler for it. Powered by Python, lark, and LLVM.Apr 16, 20221Apr 16, 20221
PinnedMateusz BednarskiinPython in Plain EnglishUnderstand collate_fn in PyTorchA beginner-friendly tutorial on how to create batches in PyTorch and how to modify default behavior for our needs.Jan 19, 2022Jan 19, 2022
Mateusz BednarskiCreating 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…Jun 1, 20222Jun 1, 20222
Mateusz BednarskiCreating a programming language — part 2In second part we will define basic language features and compiler architecture.May 10, 20222May 10, 20222
Mateusz BednarskiOperator priority and associativity in EBNF grammarHow to define priority and associativity for operators in EBNF grammar notation.Apr 21, 2022Apr 21, 2022
Mateusz BednarskiHow I solved Mass Effect: Andromeda puzzles using old AI techniqueDeep learning is not everything. Come and see what old AI can do ;) I will present you a backtracking search algorithm.Jan 30, 2022Jan 30, 2022
Mateusz BednarskiUnderstanding indexing with pytorch gatherHow to use pytorch.gather function for 2D and 3D tensorsMar 22, 20207Mar 22, 20207
Mateusz BednarskiinTowards Data ScienceBuilding package for machine learning project in PythonMost of machine learning projects I’ve seen are in permanent experiment state with no clear plan for success from a technical perspective…Nov 9, 20182Nov 9, 20182