Bastiaan Quast

Elite
@bquast

Machine Learning researcher | author of py, R packages: transformer, attention, rnn, HomomorphicEncryption, HEtools llama.go, mlx-profiler

rnn. Recurrent Neural Networks in R since 2013

77

Data-Science-Capstone. The Swiftkey Capstone project for the Coursera Data Science Specialization

23

gvc. Global Value Chain tools

23

decompr. GVC decomposition in R

20

wiod. Data sets from the World Input Output database, for the years 1995-2011

11

rddtools. Regresssion Discontinuity in R

11

EconomicsBitcoinCryptocurrencies. A book on the economics of Bitcoin and other Cryptocurrencies

6

Getting-Cleaning-Data. The Coursera course

6

datasets.load. Visual interface for loading datasets in RStudio from all installed (including unloaded) packages, also includes command line interfaces.

5

Regression-Models. For the Coursera course of the Johns Hopkins Data Science specialization

3

ANM. R

3

Cryptocurrency-Inflation. In this paper I will describe how cryptocurrencies such as Bitcoin will have inflation.

3

rddtools-article. Regression Discontinuity in R

3

ember. An R wrapper for the Ember Charts library using htmlwidgets

2

EconometricsUsingR. Package to accompany the Handbook of Statistics: Econometrics Using R

2

sigmoid. several sigmoid functions and a wrapper with SoftMax

2

attention. R package that implements a basic attention algorithm

2

decompr-article. article which introduces decompr package

2

rnn-article. rnn: RNN, GRU, and LSTM in native R

2

blockchain. Blockchain in R, code from: http://bigdata-doctor.com/building-your-own-blockchain-in-r/

2

diagonals. block matrix and other fat diagonals

2

Pocket-Chrome-App. Chrome / Chromium Pocket App for offline reading of articles on the desktop

2

Practical-Machine-Learning. R

1

Thesis. Four Reproducible Contributions in Development Economics

1

RcmdrPlugin.GVC. Graphical User Interface for decompr using Rcmdr

1

im2latex. Image to LaTeX (Seq2seq + Attention with Beam Search) - Tensorflow

1

Object-Detection-SpaceNet. Object Detection on Spacenet

1

TicaToc. Kotlin

1

LSTM-in-R-attempt. Yet another attempt to get a functioning LSTM in R

1

decompr-shiny. Shiny demo app for decompr

1

HomomorphicEncryption. Implementation of HomomorphicEncryption schema: BFV, BGV, CKKS

1

BeamerGeneva. A Graduate Institute, Geneva / CFD template for the LaTeX documentclass beamer

1

Iris-Presentation. A presentation of the Iris ggvis plot

1

transformer. simple from-scratch implementation of the Transformer architecture in R

1

Developing-Data-Products. for the coursera course

1

rnnlib. RNNLIB is a recurrent neural network library for sequence learning problems. Forked from Alex Graves work http://sourceforge.net/projects/rnnl/

1

lstm.R. R

1

HEtools. Tools for Homomorphic Encryption in R

1

locpol. Local Polynomial estimation with weights in R

1

Machine-Learning-Recipes. Google Developers Machine Learning Recipes

1

ml-pen-and-paper-exercises. Pen and paper exercises in machine learning

1

WalletPasses. Smali

1

bquast.github.io. archived personal blog of Bastiaan Quast (Jekyll / gh-pages)

1

GVCs-LICs. title is self explanatory

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