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v-sher's Projects

data_science_blogs icon data_science_blogs

A repository to keep track of all the code that I end up writing for my blog posts.

encoder4editing icon encoder4editing

Official implementation of "Desinging an Encoder for StyleGAN Image Manipulation" https://arxiv.org/abs/2102.02766

gans_pytorch icon gans_pytorch

This is the Jupyter notebook for the Medium article titled 'Step-by-step explanation of GANs coding on custom image data in PyTorch'. It was published on Jan 10' 2021.

intro_to_r icon intro_to_r

Day 1 of SADILAR workshop in South Africa - Sep 1 20202

langchain-tutorial icon langchain-tutorial

Understanding the fundamental building blocks of LangChain - i.e. Chains, Agents, Tools, Memory, etc.

lightfm icon lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

lime icon lime

Lime: Explaining the predictions of any machine learning classifier

poems icon poems

This will be all about branching in repos using many version of poems

processmining icon processmining

Contains code for Direct Follows Graph and Heuristic Miner for a dummy dataset

recommender_system icon recommender_system

Introduction to different kinds of recommendation engines with extensive commenting for newbies

scikit_intro icon scikit_intro

Warm introduction to classifiers in the Scikit library in Python with extensive commenting

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