Paul Lo's repositories
prophet_anomaly_detection
Time-series anomaly detection with Facebook Prophet library
amazonsearch
Amazon Product Search website based on angularJS+php, on top of Amazon Product Advertising API
cloud_computing_capstone
Placeholder for my scripts in MOOC final project
neuralart_tensorflow
Implementation of "A Neural Algorithm of Artistic Style" by Tensorflow
120-Data-Science-Interview-Questions
Answers to 120 commonly asked data science interview questions.
awesome-causality-algorithms
An index of algorithms for learning causality with data
awesome-decision-tree-papers
A collection of research papers on decision, classification and regression trees with implementations.
CS224n
CS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017
facebook-news-analysis
Analysis of Facebook News in the Philippines
FreeML
Data Science Resources (Mostly Free)
kaggle-airbnb
Solution to the kaggle/airbnb competition
kaggle-airbnb-recruiting-new-user-bookings
2nd Place Solution in Kaggle Airbnb New User Bookings competition
kdd2021-tutorial
EconML/CausalML KDD 2021 Tutorial
nlp-roadmap
ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP
orbit
Bayesian time series modeling and inference
play_stock_pyplot
For playing financial data, pandas, and python plots
pyFM
Factorization machines in python
pyshorteners
:electric_plug: A Python lib to consume the most used shorteners APIs (WIP)
python-causality-handbook
Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.
reinforce
simple reinforcement learning in Python
system-design-interview
System design interview for IT companies
tensorflow
Computation using data flow graphs for scalable machine learning
Udemy---Machine-Learning
Notebooks for Course
xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow