lychengrex

A-Star-Search-Algorithm

This is a C++ implementation of A* search algorithm, referenced from Udacity.

Artificial-Neuarl-Networks

Implementation for artificial neural networks (ANN) and backpropagation algorithm on MNIST dataset.

Bird-Species-Classification-Using-Transfer-Learning

Bird Species Classification Using Transfer Learning

Cpp-OOP-Practice

Demonstrate various Object-Oriented Programming (OOP) principles in C++.

Face-Recognition-Using-Eigenfaces

Implemented dimension reduction using Principal Component Analysis (PCA) to generate eigenface and performed face reconstruction with eigenfaces.

Image-Denoising-with-Deep-CNNs

Use deep Convolutional Neural Networks (CNNs) with PyTorch, including investigating DnCNN and U-net architectures

Image-Descriptor

Image Descriptor with Visual Attention Mechanism Using Long Short-term Memory

LeNet-5-Implementation-Using-Pytorch

Implement LeNet-5 on MNIST dataset.

Playing-Space-Invaders-with-Deep-Q-Networks

Implement several deep reinforcement learning algorithms on one of games in Atari 2600 - Space Invaders.

twitter-sentiment-application

This project aims to analyze text data from Twitter API with a sentiment model and deploys the model by building a web applicaton with flask, gunicorn and nginx on Oracle Cloud.

lychengrex/Image-Denoising-with-Deep-CNNs

Use deep Convolutional Neural Networks (CNNs) with PyTorch, including investigating DnCNN and U-net architectures

lychengrex/LeNet-5-Implementation-Using-Pytorch

Implement LeNet-5 on MNIST dataset.

lychengrex/Bird-Species-Classification-Using-Transfer-Learning

Bird Species Classification Using Transfer Learning

lychengrex/Playing-Space-Invaders-with-Deep-Q-Networks

Implement several deep reinforcement learning algorithms on one of games in Atari 2600 - Space Invaders.

lychengrex/Image-Descriptor

Image Descriptor with Visual Attention Mechanism Using Long Short-term Memory

lychengrex/A-Star-Search-Algorithm

This is a C++ implementation of A* search algorithm, referenced from Udacity.

lychengrex/Data-Analysis-of-Trending-Youtube-Videos

Analyze the trending videos information from the YouTube

lychengrex/Face-Recognition-Using-Eigenfaces

Implemented dimension reduction using Principal Component Analysis (PCA) to generate eigenface and performed face reconstruction with eigenfaces.

lychengrex/twitter-sentiment-application

This project aims to analyze text data from Twitter API with a sentiment model and deploys the model by building a web applicaton with flask, gunicorn and nginx on Oracle Cloud.

lychengrex/Artificial-Neuarl-Networks

Implementation for artificial neural networks (ANN) and backpropagation algorithm on MNIST dataset.

lychengrex/Cpp-OOP-Practice

Demonstrate various Object-Oriented Programming (OOP) principles in C++.

lychengrex/Digit-Classification-Using-SVM

Implement digit classification using LibSVM libarary.

lychengrex/E5SubBot

A Simple Telebot for E5 Renewal

lychengrex/fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

lychengrex/Human-Activity-Recognition

Implement machine learning classification of accelerometers data on the belt, forearm, arm, and dumbbell of 6 participants to predict the manner in which people perform the exercise.

lychengrex/lychengrex

lychengrex/Movie-Recommender-Systems

lychengrex/Route-Planning-OpenStreetMap

lychengrex/textgenrnn-dp

Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.