Aayush AgrawalprivateGPT walkthrough: Creating your own offline GPT Q&A systemA code walkthrough of privateGPT repo on how to build your own offline GPT Q&A system.May 26, 2023May 26, 2023
Aayush AgrawalinData Science at MicrosoftModel calibration for classification tasks using PythonA hands-on introduction to model calibration using PythonJan 10, 20232Jan 10, 20232
Aayush AgrawalPython OOPs fundamentalsAn introduction to Object Oriented programming using PythonDec 27, 2022Dec 27, 2022
Aayush AgrawalinTowards Data ScienceStable diffusion using 🤗 Hugging Face — DiffEdit paper implementationAn implementation of DIFFEDIT: DIFFUSION-BASED SEMANTIC IMAGE EDITING WITH MASK GUIDANCE using 🤗 hugging face diffusers library.Nov 23, 20222Nov 23, 20222
Aayush AgrawalinTowards Data ScienceStable diffusion using 🤗 Hugging Face — Variations of Stable DiffusionAn introduction to negative prompting and image to image stable diffusion pipeline using 🤗 hugging face diffusers library.Nov 15, 20223Nov 15, 20223
Aayush AgrawalinTowards Data ScienceStable diffusion using 🤗 Hugging FaceA comprehensive introduction to the world of Stable diffusion using 🤗 hugging face — Diffusers library for creating AI-generated images…Nov 9, 20225Nov 9, 20225
Aayush AgrawalinTowards Data ScienceMixing Art into the Science of Model ExplainabilityOverview on Explainable Boosting Machine and an approach for converting ML explanation to more human-friendly explanation.Sep 27, 20221Sep 27, 20221
Aayush AgrawalinTowards Data ScienceCausal inference with Synthetic Control using Python and SparseSCUnderstanding Synthetic Control and using Microsoft’s SparceSC package to run synthetic control on larger datasets.Sep 20, 20222Sep 20, 20222
Aayush AgrawalinTowards Data ScienceFinding similar images using Deep learning and Locality Sensitive HashingA simple walkthrough on finding similar images through image embedding by a ResNet 34 using FastAI & Pytorch. Also doing fast semantic…Mar 17, 20195Mar 17, 20195
Aayush AgrawalinTowards Data ScienceReal-time Multi-Facial attribute detection using transfer learning and haar cascades with FastAI…In this article, I am going to write about how I built a real-time Multi-Facial attribute detection by using computer vision and deep…Feb 17, 20191Feb 17, 20191