Rokas LiuberskisinPython in Plain EnglishTraining TensorFlow Transformer model for Spanish to English translation taskIn this tutorial, I’ll walk through a practical example of Transformer Training for Language Translation tasks from Spanish to the English…·7 min read·Sep 4, 2023----
Rokas LiuberskisinPython in Plain EnglishStep-By-Step data preparation to train Natural Language Translation Transformer in TensorFlowPreparing Data for Effective Transformer Training: From Raw Text Selection and Download to Crafting Custom Tokenizers and Establishing…·8 min read·Aug 24, 2023----
Rokas LiuberskisinPython in Plain EnglishBuilding a Transformer model with Encoder and Decoder layers in TensorFlowIn this tutorial, we continue implementing the complete Transformer model in TensorFlow. To achieve this, we implement Encoder and Decoder…·9 min read·Aug 22, 2023----
Rokas LiuberskisinPython in Plain EnglishAttention layers in Transformer (TensorFlow)In this tutorial, we’ll walk through the attention mechanism and the core components of the transformer to build encoder-decoder…·9 min read·Aug 16, 2023----
Rokas LiuberskisinPython in Plain EnglishTransformers and Positional Embedding: A Step-by-Step NLP Tutorial for MasteryIntroduction to Transformers Architecture covering main components, advantages, disadvantages, limitations, etc. In this part, we’ll…·12 min read·Aug 10, 2023----
Rokas LiuberskisinTowards AITraining WGAN-GP to generate fake People portrait imagesWe’ll cover more advanced Generative Adversarial Network technique WGAN-GP. We’ll train it on a popular celebA human portrait dataset·14 min read·May 30, 2023----
Rokas LiuberskisinTowards AIIntroduction to GANs with TensorFlowIn this tutorial, we’ll cover the basics of GANs (Generative Adversarial Networks) step-by-step in TensorFlow. As an example, we’ll use a…·8 min read·Apr 18, 2023----
Rokas LiuberskisinTowards AIStep-By-step Handwriting Words Recognition With PyTorchConstruct an accurate handwriting recognition model with PyTorch! Understand how to use the MLTU package, to simplify the PyTorch models…·11 min read·Mar 20, 2023----
Rokas LiuberskisinTowards AIPyTorch Wrapper to Build and Train Neural NetworksI will introduce the PyTorch Wrapper in this tutorial, saving us time when developing the PyTorch models training pipeline. We’ll be able…·5 min read·Mar 14, 2023----
Rokas LiuberskisinTowards AIIntroduction to PyTorch in a Practical WayIn this tutorial, I’ll cover the basics of PyTorch, how to prepare a dataset, construct the network, define training and validation loops…·6 min read·Mar 6, 2023----