andywang13 Goto Github PK
Name: Andy Wang
Type: User
Bio: I save building energy costs by using big data analytics
Location: Singapore
Andy Wang's Projects
anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
competition-baseline
数据科学竞赛各种baseline代码、思路分享
costsensitive
(Python, R) Cost-sensitive multiclass classification (Weighted-All-Pairs, Filter-Tree & others)
datacamp
DataCamp data-science courses
dsnd_term1
Contains files related to content and project of DSND
dsnd_term2
Contains files related to content and project of DSND Term 2
etc3550slides
Slides for a forecasting course based on "Forecasting: Principles and Practice"
forecast
forecast package for R
git-bash-for-mac
Git Bash for Mac
handle_imabalnce_class
Address imbalance classes in machine learning projects.
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.
imbalanced-data
Notebook implementing techniques discussed in my blog post about imbalanced data.
machine-learning
Content for Udacity's Machine Learning curriculum
microgrid
Optimization of Microgrid (Multi-Objective Optimization)
microgrid-ems-optimization
This example walks through the process of developing an optimization routine that uses forecast pricing and loading conditions to optimally store/sell energy from a grid-scale battery system.
microgrids
Library of tools for the simulation and optimization of microgrids
monk_object_detection
A one-stop repository for low-code easily-installable object detection pipelines.
ndsc
Singapore National Data Science Competition
openmodelica-microgrid-gym
OpenModelica Microgrid Gym (OMG): An OpenAI Gym Environment for Microgrids
pmdarima
A package that brings R's beloved auto.arima to Python, making an even stronger case for why Python > R for data science.
python
All Algorithms implemented in Python
python-100-days
Python - 100天从新手到大师
tpot
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
voila-demo
Demo for voila
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