Anthony Wang's repositories
BestPractices
Things that you should (and should not) do in your Materials Informatics research.
PiHoleBlocklist
Blocklists for Pi-Hole
speedcomplainer
A Python app that tests your internet connection and then complains to your Internet Service Provider (and logs to a data store if you'd like). May not be for the faint of heart.
Machine-Learning-with-Python
Small scale machine learning projects to understand the core concepts
can_machine_learning_find_extraordinary_materials
Complimentary code for "Can machine learning find extraordinary materials?"
machine-learning-with-python-cookbook-notes
My jupyter notebooks/code samples from Chris Albon's Machine Learning with Python Cookbook
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
anthony-wang
This is me!
datascience-swiss-knife
Set of common tools and techniques for everyday data science tasks with examples
deep-learning
Repo for the Deep Learning Nanodegree Foundations program.
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.
js-minicamp-homework-2
LambdaSchool's JavaScript Mini-Bootcamp Homework #2
machine_learning
Introduction to machine learning
ml-coursera-python-assignments
Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.
ml-flashcards-python
Python script to pull machine learning flashcards from Chris Albon's twitter feed
pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
pydata-pandas-workshop
Material for my PyData Jupyter & Pandas Workshops, I'm also available for personal in-house trainings on request
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
sagemaker-deployment
Code and associated files for the deploying ML models within AWS SageMaker
spider_plot
Create a spider or radar plot with individual axes.