Peter Qiu's repositories
GoogleCloud-ML-for-Trading
Notes and exercises for Machine Learning for Trading Specialization Offered by Google Cloud and New York Institute of Finance on Coursera
UMich-Syllabus-Collection
Collection of course syllabus and websites (mainly EECS) @ Umich
Rice-Investment-and-Portfolio-Management
Exercise for Investment and Portfolio Management Specialization offered by Rice on Coursera.
RoboAdvisor
A portfolio selection recommendation system based on Markowitz Mean-Variance Model and Black-Litterman Model implemented on the financial App "Navigator".
MIT-ML-Autonomous-Vehicle-Workshop
An workshop on application of computer vision and machine learning to self-driving cars based on Python and ROS held at MIT.
Click-BERT
EECS 498 NLP Project - Click-BERT: Clickbait Detector with Bidirectional Encoder Representations from Transformers
analytics-zoo
Distributed Tensorflow, Keras and PyTorch on Apache Spark/Flink & Ray
EECS-598-012-Unsupervised-Visual-Learning
EECS 598-012 Unsupervised Visual Learning @ Umich (2021 Winter)
DeepLearning.AI-Deep-Learning
Notes and exercises for Deep Learning Specialization Offered by DeepLearning.AI on Coursera.
GNNPapers
Must-read papers on graph neural networks (GNN)
ji-grade-analysis
Analysis of anonymous grades retrieved by all JI students, among the courses with the same course id in different sections and academic years, aiming at forming a better and fairer GPA environment in JI.
Neural-Collapse
Code of paper "A Geometric Analysis of Neural Collapse with Unconstrained Features"
PageRank
MATH 371 (Numerical Methods) @umich course project poster.
PyPortfolioOpt
Financial portfolio optimisation in python, including classical efficient frontier and advanced methods.
QQGroupRepeater
A QQ group repeater bot.
Stanford-Algorithms
Coding exercise for Algorithms Specialization offered by Stanford on Coursera.
Stanford-ML
Slides and Homework Exercise for Machine Learning on Coursera offered on Coursera, taught by Andrew Ng.
vscode-leetcode
Solve LeetCode problems in VS Code
WebCrawler
Basic web crawling and data processing based on Python(using selenium and openpyxl) and R(using rvest, xml2 and xlsx).
wikihow-goal-step
Data and code accompanying the paper "Reasoning about Goals, Steps, and Temporal Ordering with WikiHow"