/AI_From_Scratch

Into the depths of some concepts of Artificial Intelligence and Machine Learning

Primary LanguageJupyter Notebook

AI_From_Scratch

Into the depths of some concepts of Artificial Intelligence and Machine Learning

Different Concepts are explained in depth to understand what is going on inside it.

I am just learning all this. All the credit goes to the main authors

Neural Net From Scratch -> https://towardsdatascience.com/building-neural-network-from-scratch-9c88535bf8e9 MNIST_Scratch -> https://www.github.com/geohot/

Important Link

If you want to Understand the Maths and the Concepts behind Machine learning and its other concepts then refer to this link

https://ml-cheatsheet.readthedocs.io/en/latest/nn_concepts.html

Dive Into Deep Learning

In this, i try to learn and understand the working of Deep learning and machine Learning concepts using D2L Python Module and using its Docs to refer for the material.

Link

http://www.d2l.ai/chapter_multilayer-perceptrons/index.html

TODO

  • Working on D2L Multilayer Perceptrons
  • Continuing on ML Cheetsheet Implementing
  • GAN Concepts
  • Implementing and Adding Transformers Comcepts
  • Hands On GPU Accelerated OpenCV and ComputerVision
  • Adding Different GAN Architectures
  • Neural Network Framework using Eigen Dependency.
  • AI Framework for C++, CUDA.!!