This repository contains my solutions and implementations for assignments assigned during the Machine Learning course.
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Updated
Mar 29, 2024 - Jupyter Notebook
This repository contains my solutions and implementations for assignments assigned during the Machine Learning course.
Notes on implementation part of Cross Entropy Loss
Emotion detection from small images using CNN
Towards Generalization in Subitizing with Neuro-Symbolic Loss using Holographic Reduced Representations
In this repo I explore the Hill Climbing improvements like adaptative nopise scaling and cross-entropy to use them to solve the enviroment CartPole-v0 from OpenAI-GYM.
A simple implementation of a transformer based language model using Pytorch-Lightning
Using the cross-entropy method to solve Frozen Lake.
Applying a Cross Entropy technique to the Travling Salesman Problem.
A Repository for handling different complex machine learning algorithms like boosting etc. This repository contains/will contain all the important algorithms implemented on real data. The helper functions defined will prevent from writing complex codes and will help us realize our goal faster.
A library for working with 1D piecewise linear probability density functions.
A simple python script to demonstrate how back propagation works in python, with Adam, Gradient descent and Cross entropy
A data classification using MLP
Neural-Net-Numpy(NNN) is a simple python package for training neural networks using only numpy components
Machine Learning ideas explained including Entropy, XEntropy
A mini project on MNIST dataset using TensorFlow.
Simple neural network classifier on the MNIST digit set
A pytorch implementation of Densenet for FashionMNIST dataset
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