upul/CarND-Kidnapped-Vehicle-Project

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Created over 7 years ago
Updated over 7 years ago

upul/CarND-Kidnapped-Vehicle-Project

upul

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Particle Filter Implementation in C++

Behavioral-Cloning

Third Project of the Udacity Self-Driving Car Nanodegree Program

Aurora

Minimal Deep Learning library is written in Python/Cython/C++ and Numpy/CUDA/cuDNN.

Semantic_Segmentation

Semantic Segmentation using Fully Convolutional Neural Network.

Machine-Learning-Algorithms-From-Scratch

A collection of commonly used machine learning algorithms implemented in Python/Numpy

Jupyter Notebook

Traffic-Signs

Second Project of the Udacity Self-Driving Car Nanodegree Program

CarND-LaneLines-P1

First Project Udacity's Self-Driving NanoDegree

Jupyter Notebook

logistic_regression

Logistic Regression from the Scratch using Python and Numpy

Jupyter Notebook

WhiteBoard

Proof of Concept (POC) codes to try out different ideas in Machine Learning, Computer Science and Mathematics.

Jupyter Notebook

GNN

Grokking Neural Networks

tensorflow_tutorial

CarND-TensorFlow-Lab

Simple hello world example which shows how to write a convolutional neural network in TensorFlow

Jupyter Notebook

Getting-Started-with-TensorFlow

Getting Started with TensorFlow: How to Build Machine Learning Models using TensorFlow

Jupyter Notebook

CarND-Path-Planning

Path Planning Project of the Udacity's Self-Driving Car Nanodegree Program

CarND-Unscented-Kalman-Filter-Project

Udacity: Unscented Kalman Filter Project

kaggle_titanic

Easy to follow introduction to Machine Learning using Scikit-Learn, Pandas and Python

Jupyter Notebook

CarND-Capstone

CarND-Extended-Kalman-Filter-Project

Extended Kalman Filter based sensor fusion system written in C++

ML-DS-projects

This Repository Contains a Collections Machine Learning and Data Science Notebooks.

Jupyter Notebook

Chocolate-Quality-Analysis

This repository contains a Jupiter notebook which describes how to use basic machine learning tools such Scikit-Learning, Pandas, and Numpy for buiding models.

Jupyter Notebook

Data-Modeling-with-Postgres

Jupyter Notebook

indi

Small Machine Learning library written in Python

Traffic_Light_Localization_Recognition

Jupyter Notebook