stmarsha's starred repositories

rpivotTable

A R wrapper for the great library pivottable

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DTedit

Editable DataTables for shiny apps

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ESL-CN

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

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rethinking

Statistical Rethinking course and book package

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r-shiny-electron

WIP: Electron and R shiny

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easyr

Makes difficult operations easy. Includes functions for shorthand, type conversion, data wrangling, and workflow.

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fivethirtyeight

R package of data and code behind the stories and interactives at FiveThirtyEight

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ParquetViewer

Simple windows desktop application for viewing & querying Apache Parquet files

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RStudio-Addin-Snippets

RStudio add-in to copy data to clipboard, reverse slashes, insert and reformat pipes.

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TheSource

An R package for the rest of us.

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datasets

A collection of datasets of ML problem solving

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modelStudio

📍 Interactive Studio for Explanatory Model Analysis

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100-Days-Of-ML-Code

100 Days of ML Coding

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stockpredictionai

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.

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ygdashboard

A modified shinydashboard to incorporate more functionality from adminLTE

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golem

A Framework for Building Robust Shiny Apps

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jupyter-rsession-proxy

Jupyter extensions for running an RStudio rsession proxy

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ERNIE

Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.

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Rtinder

Package: Access to Tinder API in R

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modelDown

modelDown generates a website with HTML summaries for predictive models

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ml_tool

Shiny app to perform standard machine learning tasks

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Azure-MachineLearning-CustomModuleDefinition-App

Shiny (R) web app for authoring custom modules in Azure ML.

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condvis2

This package is for visual, interactive exploration of prediction models. This is a shiny-only expanded version of condvis.

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chromote

Chrome Remote Interface for R

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drake-examples

Example workflows for the drake R package

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handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

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nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

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DeepLearningZeroToAll

TensorFlow Basic Tutorial Labs

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course-nlp

A Code-First Introduction to NLP course

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