James Lee's repositories
p5-capstone
Udacity MLND Capstone Project: Airbnb New User Bookings
Adv_Fin_ML_Exercises
Exercises for financial machine learning from: https://github.com/BlackArbsCEO/Adv_Fin_ML_Exercises
DLND-P3-tv-script-generation
Train RNNs on scripts from The Simpson's (copyright Fox) to generate new scripts.
MLND-dog-project
Train CNN models to classify images of dogs
NFLfootball
Analysis of NFL box scores from: https://github.com/6ord/NFLfootball
p3-customer-segments
Udacity MLND P3: Creating Customer Segments
SDCND-Path-Planning-Project
First project in Third (Last) Term of Udacity Self Driving Car Nanodegree
SDCND-Semantic-Segmentation
Image segmentation of road images using a Fully Convolutional Network (FCN)
SDCND-Vehicle-Detection-P5
Detect vehicles in video images using SVM and MLP classifiers
CarND-Capstone
System Integration Project of CarND
dr-streamlit
Adjust Predictor demo to handle binary classification labels
fastai
The fastai deep learning library, plus lessons and tutorials
integrating-ml-apis
Determine whether a speech sample is talking about an image
kcbighuge.github.io
For the website https://kcbighuge.github.io/
mlops-examples
Various DataRobot MLOps examples
SDCND-Advanced-Lane-Lines-P4
Detect lane boundaries in road images
SDCND-Behavioral-Cloning-P3
Use CNN to predict steering angles from driving simulator video
SDCND-Catch-Run-Away-Car-UKF
Unscented Kalman Filter (UKF) to Catch Runaway Car
SDCND-Extended-Kalman-Filter-Project
Kalman filter with noisy lidar and radar measurements
SDCND-Keras2-Lab
Traffic Sign Classification with Keras
SDCND-Kidnapped-Vehicle-Project
Particle filter to locate a kidnapped vehicle
SDCND-LaneLines-P1
Detect lane lines in images using Python and OpenCV
SDCND-LeNet-Lab
Implement the LeNet-5 model
SDCND-MPC-Project
Udacity CarND Term 2 Model Predictive Control (MPC) Project
SDCND-MPC-Quizzes
Quizzes for Vehicle Models and Model Predictive Control
SDCND-Object-Detection-Lab
Detect cars in road images using SSD, RFCN
SDCND-PID-Control-Project
Drive a vehicle using PID control
SDCND-Traffic-Sign-Classifier-P2
German Traffic Sign Classifier with TensorFlow
SDCND-Unscented-Kalman-Filter-Project
Unscented Kalman Filter (UKF) with noisy lidar and radar measurements
sql-query-library
Collection of common sql queries for easy reuse.