Alvin Thai (alvinthai)

alvinthai

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Location:San Francisco, CA

Home Page:linkedin.com/in/thaialvin

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Alvin Thai's starred repositories

ggridges

Ridgeline plots in ggplot2

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spectrify

Export Redshift data and convert to Parquet for use with Redshift Spectrum or other data warehouses.

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spaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

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training

Training materials for Strata, AMP Camp, etc

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tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

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spark-install

Installation guide for Apache Spark + Hadoop on Mac/Linux

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BTYDplus

R package for Customer Behavior Analysis

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plotnine

A Grammar of Graphics for Python

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bqplot

Plotting library for IPython/Jupyter notebooks

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cheatsheets

Posit Cheat Sheets - Can also be found at https://posit.co/resources/cheatsheets/.

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master-the-tidyverse-solutions

Solutions for exercises in Master the Tidyverse

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master-the-tidyverse

Course contents for Master the Tidyverse

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scala_school

Lessons in the Fundamentals of Scala

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setup.py

📦 A Human's Ultimate Guide to setup.py.

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mlr

Machine Learning in R

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luminol

Anomaly Detection and Correlation library

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awesome_time_series_in_python

This curated list contains python packages for time series analysis

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evaluating-recommenders

Compute and plot NDCG for a recommender system

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ggradar

radar charts with ggplot2

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DataSciencePython

common data analysis and machine learning tasks using python

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DataScienceR

a curated list of R tutorials for Data Science, NLP and Machine Learning

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awesome-R

A curated list of awesome R packages, frameworks and software.

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awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

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planout

PlanOut is a library and interpreter for designing online experiments.

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forecast

Forecasting Functions for Time Series and Linear Models

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airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

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auto-sklearn

Automated Machine Learning with scikit-learn

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Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

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