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Zoe Huang's Projects

100-pandas-puzzles icon 100-pandas-puzzles

100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

ahs-acs icon ahs-acs

A machine-readable mapping of the American Housing Survey to the American Community Survey

awesome-jupyter icon awesome-jupyter

A curated list of awesome Jupyter projects, libraries and resources

awesome-python icon awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

bibat icon bibat

A template for cmdstanpy analyses

dlmmc icon dlmmc

Dynamical linear modeling (DLM) regression code for analysis of atmospheric time-series data.

dltfpt icon dltfpt

Deep Learning with TensorFlow, Keras, and PyTorch

fsfc icon fsfc

Feature Selection for Clustering

go icon go

The Open Source Data Science Masters

kmeans-feature-importance icon kmeans-feature-importance

The package inherits from sklearn.cluster.KMeans and can be used in the same way with the addition of feature_importances_ property

machine-learning-workflow-with-python icon machine-learning-workflow-with-python

This is a comprehensive ML techniques with python: Define the Problem- Specify Inputs & Outputs- Data Collection- Exploratory data analysis -Data Preprocessing- Model Design- Training- Evaluation

mrna icon mrna

reproducing a statistical model of mrna regulation

odsc icon odsc

A collection of resources for learning and research.

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

prophet icon prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

public-apis icon public-apis

A collective list of free APIs for use in software and web development.

pyflux icon pyflux

Open source time series library for Python

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