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2017f-comp3111

Course webpage for COMP3111/COMP3111H Software Engineering at HKUST

auto-sklearn

Automated Machine Learning with scikit-learn

autocluster

AutoML for clustering models in sklearn.

capsnet

comp4901j-deep-learning-in-computer-vision

Deep learning course (similar to Stanford's cs231n) taken at HKUST during Fall 2017-18.

epfl-applied-biostatistics

Data analysis course taken at EPFL during Spring 2017-18. Assignments consist of data analysis projects done in R.

epfl-time-series

MATH-342 Time Series course taken at EPFL during Spring 17-18.

epfl-unsupervised-learning-and-reinforcement-learning-in-neural-networks

fidelity_innovation_competition_2017

A study which aims to verify the correlation between sentiments from analyst reports and stock price movements.

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

instagram-api-python

Unofficial instagram API, give you access to ALL instagram features (like, follow, upload photo and video and etc)! Write on python.

instagram-crawler

Get Instagram posts/profile/hashtag data without using Instagram API

java-ocr-api

Java OCR allows you to perform OCR and bar code recognition on images (JPEG, PNG, TIFF, PDF, etc.) and output as plain text, xml with full coordinate as well as searchable PDF

kerry-hackathon-2019

leetcode_problems

Python solutions to leetcode problems.

line-chatbot-for-comp3111

COMP3111/3111H LINE chatbot

line-dieting-chatbot

Dieting chatbot built in Java Spring framework.

optml_course

EPFL Course - Optimization for Machine Learning - CS-439

pairstrade-fyp-2019

We tested 3 approaches for Pair Trading: distance, cointegration and reinforcement learning approach.

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

phaser

Phaser is a fun, free and fast 2D game framework for making HTML5 games for desktop and mobile web browsers, supporting Canvas and WebGL rendering.

rivescript-java

A RiveScript interpreter for Java. RiveScript is a scripting language for chatterbots.

siamese-networks

Few Shot Learning by Siamese Networks, using Keras.

simple_canvas_game

Quick tutorial on how to make a simple HTML5 Canvas game

simple_travel_recommender

A simple travel recommender system which provides suggestions using social media (Instagram) data.

squeezenet

squeezenet-1

SqueezeNet: AlexNet-level accuracy with 50x fewer parameters

tensorflow-tutorials

TensorFlow Tutorials with YouTube Videos

tv-analysis

A simple data analysis of the television prices extracted from Senheng.com.my.