Tingyuan LIANG's repositories
Multi-User-Transmit-Beamforming-Linear-Regression-Convex-Optimization-Tutorial
In this work, we use convex optimization package in MATLAB to implement multi-user transmit beamforming problem and linear regression. This is the homework 2 of ELEC 5470 Convex Optimization, HKUST.
KMeans-Emails-Clustering-Visualization-NLP
KMeans-Emails-Clustering-Visualization-NLP: KMeans is used to cluster the emails. The words in the contents of emails are tokenlized and stemmed. This project transforms the corpus into vector space using tf-idf.By multidimensional scaling, the clustering result is visualized.
Barrier-Method-LASSO
This project, based on MATLAB, is an implementation of barrier method to solve LASSO problem. The barrier method is designed with centering step based on newton method.
Staublis_Computer_Vision_Course_Project
It is a course project finished during ELEC 5640 Robot Manipulation. The mission of the project has been described in the report. The coding is .... quite rough but it may help other to deal with staublis and CV. The report is very detailed and hope it helps. Please be careful of the robot arm and don't hurt yourself and others.
hkust-latex-thesis
A Better HKUST LaTeX Thesis Template
gem5-HDL_v1.0
gem5-HDL_v1.0
Sklearn_Tutorial
A previous project based on scikit-learn in COMP 5212, HKUST. The project includes logistic regression model, multi-layer perceptron, SVM and related cross-validation procedures.
Summary-Notes-for-Machine-Learning-COMP5212
Summary Notes for Machine Learning (COMP5212), which might help to review what have learned from the course
Tensorflow_Customized_Optimizer_Tutorial
A previous project based on tensorflow in COMP 5212, HKUST. The project includes user-customized momentum SGD optimizer, CNN and CAE (convolutional autoencoder).
verilog-ethernet
Verilog Ethernet components
16-720B-Computer-Vision
16-720B Computer Vision (Fall 2018) at Carnegie Mellon University
BallBot
DEMO: A Spherical Robot Design
CANopenNode
CANopen stack base.
Collaborative_Filtering_Based_Recommendation_System
A previous project based on scikit-learn in COMP 5212, HKUST. The project includes collaborative filtering based recommendation system (Matrix Factorization).
COMBA
A Comprehensive Model-Based Analysis Framework for High Level Synthesis of Real Applications
ELAS_SoC
Source Code for "Real-Time Dense Stereo Matching with ELAS on FPGA Accelerated Embedded Devices"
HLS-Cryptography-Accelerator
A crypto accelerator written for HLS to an FPGA that actually makes it slower than running it on your computer
Linux-Device-Driver
Examples of Linux Device Drivers
Low-Ripple-Switch-Power-Supply
DEMO : Design of 220VAC-3.3VDC Light Load and Low Ripple (10mV) Switching Power Supply. This design is based on LNK623.
rocket-chip-read
Comment on the rocket-chip source code
rosetta
Rosetta: A Realistic High-level Synthesis Benchmark Suite for Software Programmable FPGAs
SimpleHTTPAuthServer
Python SSL server using Basic auth and SimpleHTTP. extended and imported from gist: https://gist.github.com/fxsjy/5465353
TensorFlow-Eager-Execution-Examples
TensorFlow Eager Execution Tutorial and Examples for Beginners
tutorials
机器学习相关教程
zju-icicles
浙江大学课程攻略共享计划
zynqnet
Master Thesis "ZynqNet: An FPGA-Accelerated Embedded Convolutional Neural Network"