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assignlp

Linear and nonlinear programming for assignment problem

blockchain_guide

Introduce blockchain related technologies, from theory to practice with bitcoin, ethereum and hyperledger.

carnd-behavioral-cloning-p3

Starting files for the Udacity CarND Behavioral Cloning Project

carnd-lanelines-p1

Develop a pipeline to identify lane lines on the road

carnd-traffic-sign-classifier-project

Classify Traffic Signs.

dlnd-project-1

dlnd-project-2

Image classification using CNN

dlnd-project-3

Generate TV scripts using RNNs

dlnd-project-4

Create a sequence to sequence model to translate English to French.

dlnd-project-5

Use generative adversarial networks to generate new images of faces.

elastic_wave_forward

Numerical simulation of acoustic and elastic waves

identify1024

lsqr-cpp

This is a c++ port initially performed by Luis Ibanez of the LSQR library of Chris Paige and Michael Saunders. The same methodology was applied to the LSMR library of David Fong and Michael Saunders.

mask_rcnn

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

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

nsfw_data_scraper

Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier

pykrylov

A library of Krylov methods in pure Python

python_segy

A python toolbox for generating seismic training samples, integrated with pytorch

recipes

reflection

robond-kinematics-project

Inverse kinematics for a robotic arm

robond-perception-project

Identify target objects and complete a tabletop pick and place operation

robond-rover-project

Autonomous navigation: search and sample return

slambook2

edition 2 of the slambook

tensorflow-yolo-v3

Implementation of YOLO v3 object detector in Tensorflow (TF-Slim)

tools-installation

udacity-deep-learning

Many applications of deep neural networks

yolo_tensorflow

Tensorflow implementation of YOLO, including training and test phase.

youtube-8m

Code of PhoenixLin(3rd place) in the 2nd Youtube8M Video Understanding Challenge