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backtracking_with_prolog

To get to know about the logics in Artificial Intelligence, I started coding in Prolog. This repository contains my implementations of several Prolog programs.

beginnermlprojects

From Mid June of 2020, I somehow knocked against a concept known as Machine Learning. I started learning about it and more and more fell in love with it. Here are the beginner projects that I have been doing ever since. (Gets updated slowly as I pickup my pieces)

building_vision_wih_computers

cocosnet-v2

CoCosNet v2: Full-Resolution Correspondence Learning for Image Translation

coursera_capstone

Capstone part of the IBM Data Science Specialization.

deeplearningbeginnerprojects

When I was young, I was a unique boy, finding it so awesome that my father's iPhone could talk back to me. I always thought how was this done! Then amidst everything I came across Deep learning, and then my boyhood fantasies seems so real. Here is me, trying out some easy peesy beginner level projects so everyone can learn a bit more about Deep Learning.

generating_happiness_with_gans_and_dms

What Can't I generate with GANs and Diffusion Models?

giving_more_rewards_with_reinforcement_learning

Reinforcement Learning with added cherry on top. A short guide with the help of OpenAI Gym added with Pytorch, curated in a way which I understood Reinforcement Learning.

micrograd

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

motion_detector_with_email_integration

When I heard about the Raspberry Pi, I was quite intrigued to learn more about. How can a standalone processor be so powerful. So I went ahead and built my own unique project of Motion Detector using a Raspberry Pi 4 with Email Integration.

pushing_dl_forward_with_pytorch

Deep Learning attached with Modularity. Read through the notebooks to get hold of Pytorch from knowing nothing to knowing everything!

python

Do I love Python? Yes, I do. Its the language that opened so many doors for me. I started my inclination to building newer things with Python and I will be uploading new Programs each and every day, from beginner level to high level.

seeing_in_c

Sometimes all we need to do is just C properly!