deqiangwang123 Goto Github PK

3253-machine-learning

agent-for-wumpus-world

Wumpus world agent implementation in python

battery

http://cs230.stanford.edu/projects_fall_2021/reports/103161780.pdf

battery-rul-estimation

Will refer to this one, LSTM and antoencoder, NASA randomized

battery-rul-predictions

nature paper, LSTM, own data, new features

batterymachinelearning

Matlab, NASA, FNN LSTM

calce

CALCE, data processing, LSTM, simple

capstoneproject

2, NASA, LTSM, LR, DataProcessing, use capacity as x_train

carnd-advanced-lane-lines-1

carnd-behavioral-cloning-p3

Udacity Self Driving Car Nanodegree - Behavioral Cloning

carnd-capstone

carnd-capstone-1

Udacity Self-Driving Car Project: System Integration

carnd-capstone-2

The Capstone CARND Project

carnd-capstone_project

carnd-extended-kalman-filter

carnd-extended-kalman-filter-p1

Udacity Self-Driving Car Nanodegree - Extended Kalman Filter implementation

carnd-lanelines-p1

Lane Finding Project for Self-Driving Car ND

carnd-lenet-lab

Implement the LeNet deep neural network model with TensorFlow.

carnd-mercedes-sf-utilities

Tools for Sensor Fusion processing.

carnd-mpc-project

CarND Term 2 Model Predictive Control (MPC) Project

carnd-mpc-quizzes

CarND MPC Quizzes

carnd-pid-control-project

carnd-tensorflow-lab

TensorFlow Lab for Self-Driving Car ND

carnd-traffic-sign-classifier-project

Classify Traffic Signs.

carnd-trafficsignclassifier-p2

Udacity Self Driving Car Nanodegree - Traffic Sign Classifier

carnd-transfer-learning-lab

cnn-astlstm

good reference https://www.sciencedirect.com/science/article/abs/pii/S1364032121011102#dfig1 Code for paper "An end-to-end neural network framework for SOH estimation and RUL prediction of lithium battery"

cs231n

My solutions for Assignments of CS231n: Convolutional Neural Networks for Visual Recognition

cvxbook_additional_exercises

Additional exercises and data for EE364a. No solutions; for public consumption.

data-driven-prediction-of-battery-cycle-life-before-capacity-degradation

Code for Nature energy manuscript