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Jerry Zou's Projects

animation icon animation

A gallery of animations in statistics and utilities to create animations

archivist icon archivist

A set of tools for datasets and plots archiving

circulo icon circulo

Community Detection Research Effort

coding-the-matrix-1 icon coding-the-matrix-1

The Coursera course Coding the Matrix: Linear Algebra through Computer Science Applications by Philip Klein

darkflow icon darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

deepevolve icon deepevolve

Rapid hyperparameter discovery for neural nets using genetic algorithms

drake icon drake

An R-focused pipeline toolkit for reproducibility and high-performance computing

generative_art icon generative_art

A collection of my generative artwork, mostly with Processing in Python mode

gifsicle icon gifsicle

Create, manipulate, and optimize GIF images and animations

imageai icon imageai

A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities

infer icon infer

An R package for tidyverse-friendly statistical inference

labelimg icon labelimg

🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images

lobstr icon lobstr

Understanding complex R objects with tools similar to str()

matchitext icon matchitext

This is an extension of 'MatchIt' package in R.

models icon models

Models and examples built with TensorFlow

nba_api icon nba_api

An API Client package to access the APIs for NBA.com

ncaahoopr icon ncaahoopr

An R package for working with NCAA Basketball Play-by-Play Data

nlp-in-practice icon nlp-in-practice

NLP, Text Mining and Machine Learning starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, keyword extraction with TFIDF, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.

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