Shanshan Guo's starred repositories
awesome-chatgpt-prompts
This repo includes ChatGPT prompt curation to use ChatGPT better.
Kats
Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.
awesome-mlops
:sunglasses: A curated list of awesome MLOps tools
course-nlp
A Code-First Introduction to NLP course
awesome-TS-anomaly-detection
List of tools & datasets for anomaly detection on time-series data.
Getting-Things-Done-with-Pytorch
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER
alibi-detect
Algorithms for outlier, adversarial and drift detection
Artificial-Intelligence
Awesome AI Learning with +100 AI Cheat-Sheets, Free online Books, Top Courses, Best Videos and Lectures, Papers, Tutorials, +99 Researchers, Premium Websites, +121 Datasets, Conferences, Frameworks, Tools
concrete_NLP_tutorial
An NLP workshop about concrete solutions to real problems
dtaidistance
Time series distances: Dynamic Time Warping (fast DTW implementation in C)
ml-design-docs
📝 Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)
open-solution-home-credit
Open solution to the Home Credit Default Risk challenge :house_with_garden:
data_science_blogs
A repository to keep track of all the code that I end up writing for my blog posts.
AI-for-Trading
Udacity nanodegree: AI for Trading
dash-oil-and-gas-demo
Dash Demo App - New York Oil and Gas
lecture-summarizer
Lecture summarization with BERT
ai-for-trading
code repository for Udacity nanodegree Artificial Intelligence for Trading
OpenTag_2019
Scaling Up Open Tagging from Tens to Thousands: Comprehension Empowered Attribute Value Extraction from Product Title
Udacity-Data-Streaming
Projects from Udacity Data Streaming Nanodegree
bike_sharing_demand_prediction
Project prepared for Aish's NUS guest lecture 'Machine Learning in the Real World' for Masters students in IE5105 Modeling for Supply Chain Systems course
Analyze-A-B-Test-Results
A/B testing - Compare web A and web B
CDC-NLP-Occ-Injury-Coding
Natural Language Processing for Occupational Injury Coding
Movie-Review-Classification
Predicted IMDB movie review polarity in Python with GloVe word embedding and XGBoost model.