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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

attribute_tagging_crawling_system

code_snippets

codeforearth

2017 Space Apps Challenge

credit-card-recommender-system-for-hackntu_x_cathay_2017_hackerai

Champion of this hackathon🥇. Implement a credit-card recommender system for Cathay Financial Holdings Co together with my partner.

cyber_security_prediction_system

2nd prize of this hackathon 🥈. Implement the part of machine learning design in this system independently.

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

flask-mongodb-nginx-docker

Using docker to deploy a micro-service including web server, application server, and mongo database.

food_review_analysis

Quick prototype of food review analysis using machine learning

fraud_detection

gcp_instalment

Installing Tensorflow-GPU with NVIDIA CUDA on a Google Cloud Platform VM instance

generative-ai-on-aws

home-credit-default-risk

Can you predict how capable each applicant is of repaying a loan?

instagram-profilecrawl

📝 quickly crawl the information (e.g. followers, tags etc...) of an instagram profile.

kaggle_crowdflower

1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-relevance)

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

ner_project_for_detecting_attributes

Build the system to detect the various attributes in E-commerce

ner_task_on_e_commerce_platform

product_keywords_extraction

project1-to-predict-pm2.5-by-regression

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