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ads-searching-system

This is the project of 2nd team

andrew-ng-deep-learning-notes

吴恩达《深度学习》系列课程笔记及代码

awesome-courses

:books: List of awesome university courses for learning Computer Science!

build-a-portfolio-site

Udacity Nanodegree Front-End Web Developer

carnd-lanelines-p1

carnd-traffic-sign-classifier-project

Classify Traffic Signs.

cashflow-py

colab-judger

cs-video-courses

List of Computer Science courses with video lectures.

currency-analysis

This system is a big data pipeline to analyze real-time prices of digital currencies, like bitcoin, litecoin, and etc. Big data frameworks are used, including Kafka (zookeeper), HBase, and Spark.

deep-learning-coursera

eecs442-challenge-surface-normal-estimation

Estimate surface normals from a single image; 3-stack-hourglass Architecture using Tensorflow; Reduce the Mean Angle Error down to 0.4397164234

eecs442-color-images

keywords: color channels alignment, digital camera color demosaicing

eecs442-convolutional-neural-networks

Build CNN include: BP, loss, train, layer definition, etc. The best hyper-parameters are used in folder "eta0.1". Different parameters are compared. Live training dashboard is built.

eecs442-image-stitching

Harris corner detector is used to find the region of interest. SIFT descriptor is used to generate fingerprint around the interest point. RANSAC algorithm is used to fit the Homography Transform model.

eecs442-photometric-stereo

eecs442-scalespace-blob-detection

elasticdb

High performance and high availability elastic database that is based on Master-Slave architecture and Read/Write Request Seperation.

engineering-blogs

A curated list of engineering blogs of startup and enterprise companies

fend-project-memory-game

frontend-nanodegree-arcade-game

frontend-nanodegree-feedreader

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.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

learn-java-bili-shk

leetcode-mindmaster

leetcode2021

machine-learning-for-trading

Code for Machine Learning for Algorithmic Trading, 2nd edition.

mpcc

Model Predictive Contouring Controller (MPCC) for Autonomous Racing

news-recommend

This personalized news is a complex web application to read personalized news. Major components includes React+Express frontend-backend, message queue based data pipelines, news topic classifiers, user preference predictions, and etc.