Ray's repositories
Cyber_Security_Prediction_System
2nd prize of this hackathon 🥈. Implement the part of machine learning design in this system independently.
flask-mongodb-nginx-docker
Using docker to deploy a micro-service including web server, application server, and mongo database.
Home-Credit-Default-Risk
Can you predict how capable each applicant is of repaying a loan?
ner_project_for_detecting_attributes
Build the system to detect the various attributes in E-commerce
twitter_real_time_sentiment_analysis
A web scraper of Twitter. Data Collection, and analysis
2017-104Hackathon-Recommendation
104Hackathon Job Matching Recommendation
ABSA-PyTorch
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。
anomaly_detection
Quick prototype of a anomaly detection model for OCBC bank to predict high risk customer using tree-based model
data_science_micro_service
This is a short project to introduce some typical problems faced by machine learning engineers in the data science team.
DeepCTR-Torch
【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.
easy_meal_prep
make everyone have a better understanding of diet.
fasttext_for_text_classification
Provide the python interface for quickly solving text classification task using fasttext as benchmark
food_review_analysis
Quick prototype of food review analysis using machine learning
GCP_instalment
Installing Tensorflow-GPU with NVIDIA CUDA on a Google Cloud Platform VM instance
instagram-profilecrawl
📝 quickly crawl the information (e.g. followers, tags etc...) of an instagram profile.
kkbox_churn_prediction
To predict which users will churn within 30 days after subscription
LSTM-Neural-Network-for-Time-Series-Prediction
LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data
malware_detection_system
In this task, I'm going to build a model that predicts probability of Malware(Classification task) for improving Cyber Security.
meal_prep.github.io
Build a web application making people to have a easily meal preparation through Flask backed by SQlite
pull_data_from_data_warehouse
Prepare training data for brand classification task
Python-for-Algorithms--Data-Structures--and-Interviews
Files for Udemy Course on Algorithms and Data Structures
react.js-project-practice
There are a couple of mini-project for practicing react.js
sports_lottery
Provide bet strategies for people to make a fortune based on AI through flask, mongodb and react.js