chingisooinar/Introduction-to-Attention

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Updated almost 4 years ago

chingisooinar/Introduction-to-Attention

chingisooinar

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SMOTE-Pytorch

Pytorch Implementation of SMOTE

Clustering-my-songs-on-Spotify

Exploring Audio Features, classifying into moods and building a Machine Learning Approach

Jupyter Notebook

Neural-Style-algorithm.pytorch

The implementation of Neural Style algorithm using Pytorch.

AI_self-driving-car

Extensive study and research on Udacity Self-driving Car Challenge 2

Jupyter Notebook

Object-Detection_from-Scratch

Jupyter Notebook

NeuralNetworksFromScratch

This repository contains my practice codes based on the book "Neural Networks From Scratch".

CDP_EDITH

This is a Team D's final project for Capstone Design Project course at Sungkyunkwan University (Fall 2021).

Jupyter Notebook

KNN-python-implementation

K-Nearest Neighbours is considered to be one of the most intuitive machine learning algorithms since it is simple to understand and explain. Additionally, it is quite convenient to demonstrate how everything goes visually. However, the kNN algorithm is still a common and very useful algorithm to use for a large variety of classification problems. If you are new to machine learning, make sure you test yourself on an understanding of both of this simple yet wonderful algorithm.

Jupyter Notebook

sudoku-solver.pytorch

Using Relational Reasoning in Deep Learning to Solve Sudoku

End-to-End-Deep-Learning-Approach-for-Autonomous-Driving-DuckieTown

This work is a Pytorch and Keras implementation of NVIDIA's DAVE-2 architecture used on DuckieTown simulator.

MLND-Capstone-Project

This is a Capstone Project for my Machine Learning Nanodegree at Udacity. The problem of the project is a Satellite to Map Image Translation using conditional GAN.

Jupyter Notebook

cosmos-generation

K-means-Image-Compression

This project is an introduction to K-means clustering through its Python implementation. Also, it includes its application to image compression.

Jupyter Notebook

Kotlin-Basic-Syntax-into-Java-Translator

The program translates the basic Kotlin Syntax into a Java code. Kotlin.g4 is a grammar written using antl4 that accepts a code written in Kotlin, while Kotlin2Java.java converts the code using rules specified. However, it does not handle String templates.