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Atreya Shankar's Projects

clingo-solvers icon clingo-solvers

Answer Set Programming (ASP): clingo solvers for NxN Sudoku, Yosenabe, Minotaur and Elevator games

deep-generative-models icon deep-generative-models

Deep generative models implemented with TensorFlow 2.0: eg. Restricted Boltzmann Machine (RBM), Deep Belief Network (DBN), Deep Boltzmann Machine (DBM), Convolutional Variational Auto-Encoder (CVAE), Convolutional Generative Adversarial Network (CGAN)

dotfiles icon dotfiles

Dotfiles for a minimal Arch Linux build managed with GNU Stow. Packages include i3-gaps, emacs, neomutt and many more

git-hooks icon git-hooks

Pre and post-commit git hooks optimized for python, shell, R and org-mode development workflows; as well as secondary branch rebasing

language-detection icon language-detection

Language detection for WiLI-2018 via character n-gram profiles from Cavnar and Trenkle (1994)

mv-temporal-rgan icon mv-temporal-rgan

Multivariate recurrent GANs aimed at generating biomedical time-series. Methodology involves drawing symmetries to adversarial image generation

semantic-isometry-nmt icon semantic-isometry-nmt

Investigating the isometric behaviour of Neural Machine Translation models on binary semantic equivalence spaces

shallow-discourse-parser icon shallow-discourse-parser

Modifications to Word Embeddings/Neural Architecture of ACoLi Shallow Discourse Parser (Schenk et al. 2016)

spacemacs-elpy icon spacemacs-elpy

Spacemacs layer(s) for Elpy, intended as a replacement for the Python layer

spam-detection icon spam-detection

Investigating whether sequential learning is inherently important for the task of spam classification, through a comparison of SVM vs. CNN-LSTM models

spp-explainability icon spp-explainability

SoPa++: Leveraging explainability from hybridized RNN, CNN and weighted finite-state neural architectures

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

vimrc icon vimrc

The ultimate Vim configuration (vimrc)

xtreme-pawsx icon xtreme-pawsx

Fork of Google's XTREME repository which has been refactored for more specialized fine-tuning on the PAWS-X paraphrase detection task

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