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Passenger Flow Prediction

Passenger Flow Prediction

Pytorch, Deep Learning

Dynamic Embedding for Passenger flow prediction model

Sentiment Prediction

Valence-Arousal Sentiment Prediction

Python, BERT, MLM

Sentiment word masking bert for valence and arousal prediction.

Cyberbullying Detection

Cyberbullying Detection

Deep Learning, BERT

Deep Learning Model for Factor Detection Task of Cyberbullying.

Line-Bot Accounting System

Line-Bot Accounting System

Python, Flask, Line-Bot, Heroku

Accounting System of Line bot

Movie Recommendation System

Hybrid Movie Recommendation System

Python, NLP, Flask, Machine Learning

extract features of TF-IDF, Word2vec, and BERT from IMDB, and recommend user movies through collaborative filtering.

Parking Space Prediction

Remaining parking space prediction

Python, LSTM, Machine Learning

Predict the remaining parking space in the next 30 minutes and embed Google Maps to plan and optimize the parking space waiting.

Airbnb Destination Prediction

Airbnb User Destination Prediction

Python, Machine Learning

Airbnb Destination Prediction by user's internet usage habits, browsing screen and other features.

Data Annotation Website

Data Annotation System

PHP, JavaScipt

Website System for data annotation.

Web Crawler

Web Crawler

Python(selenium, request)

Web Crawler program I wrote, using package such as selenium request etc.

Machine Learning Course

Machine Learning Course

Python

Machine Learning Course (19FW) Notes Assignments.

Webhook

Webhook

Heroku, PHP, Flask, MySQL

Deploy website by Webhook and chatbot connecting tutorial.

Data Mining Course

Data Mining Course

Python, Machine Learning

Data Mining Course (19FW) Notes Assignments and Final Projects.

Cloud Computing

AWS Cloud Computing

Python, AWS Console

AWS Cloud Computing exercise.

Learning Note

Learning Note

Python, PHP, Machine Learning

My Learning history and notes.

Image Processing

Image Processing

Python, OCR, OpenCV

Image processing practice, using cv2 to improve the resolution and Tesseract OCR package.

Face Recognition for Fin-cognition

Face Recognition for Financial cognition

Python, Deep Learning, CNN

Using CNN, LSTM and other deep learning models to train the face recognition model to recognize the learning obstacles.

Electric or gasoline motorcycles?

Gogoro Feasibility Analysis

HTML, Plotly, JavaScript

Analyze the needs of different users of electric and gasoline motorcycles, and optimize the recommended plan.