amritpurshotam

fancypca

Implementation and demo of the PCA colour augmentation technique as described in the AlexNet paper.

YodaSlackBot

A tutorial of a slack bot integration with the MargieBot framework

amritpurshotam

amritpurshotam.github.io

computer-vision-papers

Reproduction of the architectures and results of the most significant computer vision papers

dbup-hook

DeepSARA

DeepSARA is a project that applies Deep Learning to Southern African Rock Art (SARA).

entelectual-recognition

Facial recognition for Entelect employees

fastbook

The fastai book, published as Jupyter Notebooks

fnb-bank-statement-parser

generic-names

Hypercube-Quicksort

Implementation of the hypercube quicksort algorithm in C with MPI

kuard

Demo app for Kubernetes Up and Running book

makemore

An autoregressive character-level language model for making more things

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

mlops-example

Demonstration of how MLOps can be integrated into a typical Data Science workflow.

park-crawler

park2vec

python-seed

Seed project implementing Python best practices

recsys

recsys-nlp-graph

🛒 Simple recommender with matrix factorization, graph, and NLP. Beating the regular collaborative filtering baseline.

rectangle-problem

release-notes

stripe-quickstart

Exploration of Stripe API

tf-recommendations