Aayush Agrawal – Medium

Aayush Agrawal

privateGPT walkthrough: Creating your own offline GPT Q&A system

A code walkthrough of privateGPT repo on how to build your own offline GPT Q&A system.

12 min readMay 26, 2023

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privateGPT walkthrough: Creating your own offline GPT Q&A system

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Aayush Agrawal
in
Data Science at Microsoft

Model calibration for classification tasks using Python

A hands-on introduction to model calibration using Python

9 min readJan 10, 2023

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Model calibration for classification tasks using Python

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Aayush Agrawal

Python OOPs fundamentals

An introduction to Object Oriented programming using Python

12 min readDec 27, 2022

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Python OOPs fundamentals

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Aayush Agrawal
in
Towards Data Science

Stable diffusion using 🤗 Hugging Face — DiffEdit paper implementation

An implementation of DIFFEDIT: DIFFUSION-BASED SEMANTIC IMAGE EDITING WITH MASK GUIDANCE using 🤗 hugging face diffusers library.

13 min readNov 23, 2022

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Stable diffusion using 🤗 Hugging Face — DiffEdit paper implementation

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Aayush Agrawal
in
Towards Data Science

Stable diffusion using 🤗 Hugging Face — Variations of Stable Diffusion

An introduction to negative prompting and image to image stable diffusion pipeline using 🤗 hugging face diffusers library.

8 min readNov 15, 2022

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Stable diffusion using 🤗 Hugging Face — Variations of Stable Diffusion

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Aayush Agrawal
in
Towards Data Science

Stable diffusion using 🤗 Hugging Face

A comprehensive introduction to the world of Stable diffusion using 🤗 hugging face — Diffusers library for creating AI-generated images…

15 min readNov 9, 2022

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Stable diffusion using 🤗 Hugging Face

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Aayush Agrawal
in
Towards Data Science

Mixing Art into the Science of Model Explainability

Overview on Explainable Boosting Machine and an approach for converting ML explanation to more human-friendly explanation.

11 min readSep 27, 2022

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Mixing Art into the Science of Model Explainability

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Aayush Agrawal
in
Towards Data Science

Causal inference with Synthetic Control using Python and SparseSC

Understanding Synthetic Control and using Microsoft’s SparceSC package to run synthetic control on larger datasets.

9 min readSep 20, 2022

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Causal inference with Synthetic Control using Python and SparseSC

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Aayush Agrawal
in
Towards Data Science

Finding similar images using Deep learning and Locality Sensitive Hashing

A simple walkthrough on finding similar images through image embedding by a ResNet 34 using FastAI & Pytorch. Also doing fast semantic…

8 min readMar 17, 2019

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Finding similar images using Deep learning and Locality Sensitive Hashing

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5

Aayush Agrawal
in
Towards Data Science

Real-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…

9 min readFeb 17, 2019

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Real-time Multi-Facial attribute detection using transfer learning and haar cascades with FastAI…

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Aayush Agrawal

Aayush Agrawal

Experienced data scientist. Passionate about solving interesting problems with data. All views are my own unless you share them. More on aayushmnit.com

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