Harris Khan

Introduction Click to copy section linkSection link copied! Reactions that form carbon–carbon bonds are crucial to the synthesis of complex molecules. One such reaction is the aromatic Claisen rearrangement, a [3,3]-sigmatropic rearrangement discovered by Rainer Ludwig Claisen that utilizes aryl allyl ethers to generate ortho-alkylated phenols. (1) This classic reaction has been used in several total syntheses of biologically important molecules.

We will predict the similarity score between two phrases using Microsoft’s DeBERTa-v3-small and we will fine tune it so it will predict human like similarity scores. We measure this by seeing how closley similiar two phrases are to each other using the Pearson correlation coefficient.

fastai is a deep learning library built on top of PyTorch that makes it easy and fast to train high quality AI models using modern best practices. You can build models with just a few blocks of code. Here is the documentation fastai Let’s see the magic of FASTAI library and see how we can build an image classifier deep learning model which distinguishes between smartphones and computers.