yingCMU

CarND-Capstone

tensor_flow

100-Days-Of-ML-Code

100 Days of ML Coding

BioData-Exploration

CarND-Capstone-1

Capstone Project for Udacity's Self Driving Car Engineer. The project is focused on system integration.

CarND-Kidnapped-Vehicle-Project

udacity self-driving

CarND-PID-Control-Project

computer_vision

CVND_Exercises

Exercise notebooks for CVND.

d3_visualization

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

deep_learning_u

DeepRL

Modularized Implementation of Deep RL Algorithms in PyTorch

interview_prep

Machine-Learning

MediaPipePoseEstimation

ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

models

Models and examples built with TensorFlow

P1_Facial_Keypoints

First project for CVND: facial keypoint detection.

PCV

Open source Python module for computer vision

Practical_RL

A course in reinforcement learning in the wild

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

readings

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

Reinforcement_Learning_udacity

sagemaker-deployment

Code and associated files for the deploying ML models within AWS SageMaker

self-driving-behavior-clone

udacity self-driving care 4th project

webots

Webots Robot Simulator