Qin Yu's repositories
Agile_Data_Code_2
Code for Agile Data Science 2.0, O'Reilly 2017, Second Edition
awesome-fraud-detection-papers
A curated list of data mining papers about fraud detection.
awesome-machine-learning-interpretability
A curated list of awesome machine learning interpretability resources.
Business_Duration
Calculates business duration in days, hours, minutes and seconds by excluding weekends, public holidays and non-business hours
foss4g2014-slides
Collections of Slides for FOSS4G 2014
GST105FOSS4GLabs
GST 105 - Introduction to Remote Sensing - FOSS4G Labs
handtracking
Building a Real-time Hand-Detector using Neural Networks (SSD) on Tensorflow
healthcareai-py
Python tools for healthcare machine learning
interpretable_machine_learning_with_python
Practical techniques for training interpretable ML models, explaining ML models, and debugging ML models.
LightGBM
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.
LSA_Classification
Text classification example in Python using Latent Semantic Analysis (LSA)
Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
OTB
Orfeo ToolBox library is an open source library for remote sensing images processing
pattern_classification
A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks
pricing
Tutorials about Quantitative Finance in Python and QuantLib: Pricing, xVAs, Hedging, Portfolio Optimisation, Machine Learning and Deep Learning
property-finder
A turnkey solution for a fictitious real estate business
py-editdist
Automatically exported from code.google.com/p/py-editdist
ServerlessCrawler-VancouverRealState
A Serverless Crawler For Real State Data in Vancouver Using AWS Lambda, Dynamo, RDS MySQL and CloudWatch
sparse_dot_topn
Python package to accelerate the sparse matrix multiplication and top-n similarity selection
stock_movement_prediction
Predictive Model for Future Stock Price Movement using TensorFlow and Keras
training-data-analyst
Labs and demos for courses for GCP Training (http://cloud.google.com/training).