PinnedMoein ShariatniainTowards Data ScienceSimple Implementation of OpenAI CLIP model: A TutorialA tutorial on simple implementation of CLIP model in PyTorch.Apr 7, 202113Apr 7, 202113
PinnedMoein ShariatniainTowards Data ScienceColorizing black & white images with U-Net and conditional GAN — A TutorialAn in-depth tutorial on image colorization using the latest advances of deep learning.Nov 18, 202011Nov 18, 202011
Moein ShariatniainTowards Data ScienceImplementing math in deep learning papers into efficient PyTorch code: SimCLR Contrastive LossImplementing the math in papers into PyTorch / TF code will improve your coding skills and understanding of the workings of deep models.Jul 5, 20232Jul 5, 20232
Moein ShariatniainTowards AIEasy Object Detection with Transformers: Simple Implementation of Pix2Seq model in PyTorchImplementation of Pix2Seq paper in PyTorch. Object detection with Transformers and language modeling.Aug 30, 20221Aug 30, 20221
Moein ShariatniaMy 2-year journey into deep learning: Part III — Resources to get practice and stay up to dateYou are reading the 3rd and last part of the blog series that I’ve been writing for a while. You can read the other 2 parts with the…Apr 9, 2022Apr 9, 2022
Moein ShariatniaMy 2-year journey into deep learning as a medical student — Part II: CoursesDeep learning and machine learning courses that I’ve taken along the way in learning deep learning.Mar 25, 2022Mar 25, 2022
Moein ShariatniaMy 2-year journey into deep learning as a medical student — Part I: Initial Steps and the BooksThe resources that I used and the steps that I have taken to become a deep learning developer and land a job without a math background.Mar 18, 20222Mar 18, 20222
Moein ShariatniainTowards Data ScienceMSE is Cross Entropy at heart: Maximum Likelihood Estimation ExplainedA brief and intuitive talk about the idea of Maximum Likelihood Estimation and how mean squared error directly relates to cross entropyDec 12, 20204Dec 12, 20204
Moein ShariatniainTowards Data ScienceFastai Bag of Tricks —Experiments with a Kaggle Dataset — Part 1Getting almost perfect accuracy on a medical dataset of Kaggle with the power of deep learning and fastaiOct 1, 20201Oct 1, 20201
Moein ShariatniainThe StartupDeep Learning With PyTorch — Tensor Basics (Part 1): Stride, Offset, Contiguous TensorsOn July 6th, the full version of the Deep Learning with PyTorch book was released. This is a great book and I’ve just started studying it…Jul 10, 20202Jul 10, 20202