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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++.

data-analysis-of-trending-youtube-videos

Analyze the trending videos information from the YouTube

digit-classification-using-svm

Implement digit classification using LibSVM libarary.

e5subbot

A Simple Telebot for E5 Renewal

face-recognition-using-eigenfaces

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

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.

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.

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.

lychengrex

movie-recommender-systems

playing-space-invaders-with-deep-q-networks

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

route-planning-openstreetmap

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.

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.