zmandyhe

extended-kalman-filter

Implementation of an Extended Kalman Filter (EKF) algorithm in C++ to track and predict a bicycle's position and velocity around a vehicle.

find-lane-lines

Detect and draw traffic lane lines using Python and Computer Vision.

behavioral-cloning

Use image data and steering angles to train a neural network and then use this model to drive the car autonomously around the track.

awesome-readme

A curated list of awesome READMEs

BinaryNet

Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

CarND-Behavioral-Cloning-P3

Starting files for the Udacity CarND Behavioral Cloning Project

CarND-Extended-Kalman-Filter-Project

Self-Driving Car Nanodegree Program Starter Code for the Extended Kalman Filter Project

CarND-Term1-Starter-Kit

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

DeeplensWorkshop

Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

fastText-twitter-stream

Implementation of fastText for real-time twitter sentiment analysis

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

jpmml-sklearn

Java library and command-line application for converting Scikit-Learn pipelines to PMML

jpmml-sparkml

Java library and command-line application for converting Apache Spark ML pipelines to PMML

keras

Deep Learning for humans

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

Multiple-Criteria-Decision-Aid

Source code for Multiple Criteria Decision Aid by Jason Papathanasiou, Nikolaos Ploskas

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

opencv-machine-learning

M. Beyeler (2017). Machine Learning for OpenCV: Intelligent image processing with Python. Packt Publishing Ltd., ISBN 978-178398028-4.

python-machine-learning-book

The "Python Machine Learning (1st edition)" book code repository and info resource

self-driving-car-1

Udacity Self-Driving Car Engineer Nanodegree projects.

styleguide

Style guides for Google-originated open-source projects

TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

text-classification-models-tf

Tensorflow implementations of Text Classification Models.

ThinkBayes

Code repository for Think Bayes.

training-data-analyst

Labs and demos for courses for GCP Training (http://cloud.google.com/training).

videos

The official distribution of olcConsoleGameEngine, a tool used in javidx9's YouTube videos and projects

WhirlwindTourOfPython

The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"