Maryam BahramiinArtificial Intelligence in Plain EnglishTransformer Architecture for LLMsTransformers opened a new door through Natural Language Processing, and it is the basis of LLMs, which outperforms the earlier NLP models…·5 min read·Dec 26, 2023--1--1
Maryam BahramiinArtificial Intelligence in Plain EnglishAttention MecanismAttention network is the core of Transformers, Vision Transformers, and Large Language Models (LLMs). Understanding the Attention mechanism…·4 min read·Dec 26, 2023----
Maryam BahramiinPython in Plain EnglishHow to Calculate TF-IDF in PythonA code-based tutorial for cleaning, tokenization, lemmatization, calculating term frequency, and calculating TF-IDF for a collection of…·5 min read·Feb 10, 2023----
Maryam BahramiinPython in Plain English4 Tips to Organize multiple AI projects in PythonIf you are involved in several tasks at work, you probably get messy code and nested projects after a while. To avoid this happening, I…·4 min read·Feb 2, 2023----
Maryam BahramiinTowards Data ScienceComprehend Dropout: Deep Learning by doing toy examplesDropout is one of the main regularization techniques in deep neural networks. This story helps you deeply understand what Dropout is and…·3 min read·Apr 26, 2022----
Maryam BahramiinCodeXRust programing for beginners [part three]The third part of tutorials for Rust programming for beginners includes input/output, external crate, read and write JSON files, and…·5 min read·Apr 21, 2022----
Maryam BahramiinCodeXRust programing for beginners [part two]The second part of tutorials for Rust programming for beginners, including Closures iterators. traits, modules.·6 min read·Jan 27, 2022--1--1
Maryam BahramiinCodeX3 Fundamentals of Enums in RustA Tutorial for Option Enums, Result Enums, and Additional data in Enums·4 min read·Dec 8, 2021----
Maryam BahramiinCodeXRust Programing For Beginners in 6 Mins!A Tutorial for Rust programming for beginners.·6 min read·Sep 27, 2021--5--5
Maryam BahramiinTowards Data ScienceGeneralized IoU loss for Object Detection with TorchvisionA tutorial on how to use GIoU custom loss function in Torchvision object Detection·2 min read·Sep 5, 2021----