Aayush Agrawal
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ML Interview Prepration Guide (Draft)
11 min
ML Interview Guide
A collection of resources while preparing for MLE interviews at Meta or other big tech companies.
Aug 24, 2024
privateGPT Walkthrough
8 min
NLP
Deep Learning
LLMs
A code walkthrough of privateGPT repo on how to build your own offline GPT Q&A system.
May 22, 2023
Python OOPs fundamentals
9 min
Programming
An introduction to Object Oriented programming using Python.
Dec 20, 2022
Stable diffusion using 🤗 Hugging Face - DiffEdit paper implementation
8 min
Stable Diffusion
Research
An implementation of DIFFEDIT: DIFFUSION-BASED SEMANTIC IMAGE EDITING WITH MASK GUIDANCE using 🤗 hugging face diffusers library.
Nov 17, 2022
Stable diffusion using 🤗 Hugging Face - Variations of Stable Diffusion
4 min
Stable Diffusion
An introduction to negative prompting and image to image stable diffusion pipeline using 🤗 hugging face diffusers library.
Nov 11, 2022
Stable diffusion using 🤗 Hugging Face - Putting everything together
3 min
Stable Diffusion
An introduction to the diffusion process using 🤗 hugging face diffusers library.
Nov 7, 2022
Stable diffusion using 🤗 Hugging Face - Looking under the hood
9 min
Stable Diffusion
An introduction into what goes on in the pipe function of 🤗 hugging face diffusers library
StableDiffusionPipeline
function.
Nov 5, 2022
Stable diffusion using 🤗 Hugging Face - Introduction
2 min
Stable Diffusion
A brief introduction to start generating images from text prompts using 🤗 hugging face - Diffusers library.
Nov 2, 2022
Model calibration for classification tasks using Python
6 min
Model Calibration
Machine Learning
A hands-on introduction to model calibration using Python.
Oct 12, 2022
Mixing art into the science of model explainability
9 min
Explainability
Machine Learning
Overview on Explainable Boosting Machine and an approach for converting ML explanation to more human-friendly explanation.
Sep 23, 2022
Causal inference with Synthetic Control using Python and SparseSC
7 min
Causal Inference
Synthetic Control
Understanding Synthetic Control and using Microsoft’s SparceSC package to run synthetic control on larger datasets.
Sep 19, 2022
Finding similar images using Deep learning and Locality Sensitive Hashing
0 min
Deep Learning
FastAI
Pytorch
Vision
Blog Transferred to Medium.com.
Mar 17, 2019
Real-time Multi-Facial attribute detection using computer vision and deep learning with FastAI and OpenCV
0 min
Deep Learning
FastAI
Pytorch
Vision
Video
Blog Transferred to Medium.com.
Feb 17, 2019
MultiLayer Perceptron using Fastai and Pytorch
0 min
Deep Learning
FastAI
Pytorch
Vision
Blog Transferred to Medium.com.
Jan 5, 2019
Leaf Disease detection by Tranfer learning using FastAI V1 library
0 min
Deep Learning
FastAI
Vision
Blog Transferred to Medium.com.
Oct 28, 2018
Multi-Layer perceptron using Tensorflow
0 min
Machine Learning
Deep Learning
Blog Transferred to Medium.com.
Sep 12, 2018
Building Neural Network from scratch
14 min
Machine Learning
Deep Learning
In this notebook, we are going to build a neural network(multilayer perceptron) using numpy and successfully train it to recognize digits in the image. Deep learning is a…
Jun 3, 2018
Solving business usecases by recommender system using lightFM
30 min
Recommender System
Machine Learning
Business
In this post, I am going to write about…
Apr 17, 2018
Website launch
0 min
launch
announcement
Finally got time to build my own website on Github. This is my first post and I would like to thank Academic Pages which provided with a…
Feb 19, 2018
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