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Big Data Science Group's Projects

amazon-sagemaker-examples icon amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

amplication icon amplication

Amplication is an openโ€‘source development tool. It helps you develop quality Node.js applications without spending time on repetitive coding tasks.

anlp icon anlp

Applied Natural Language Processing project

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

๐Ÿง‘โ€๐Ÿซ Implementations/tutorials of deep learning papers with side-by-side notes ๐Ÿ“; including transformers (original, xl, switch, feedback, vit), optimizers (adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), ๐ŸŽฎ reinforcement learning (ppo, dqn), capsnet, distillation, etc. ๐Ÿง 

applied-ml icon applied-ml

๐Ÿ“š Papers & tech blogs by companies sharing their work on data science & machine learning in production.

arc icon arc

The Abstraction and Reasoning Corpus

archai icon archai

Reproducible Rapid Research for Neural Architecture Search (NAS)

arg-miner icon arg-miner

This repository contains a simple but efficient implementation of an argument-based recommender system, that makes use of the built taxonomy and lexicon to extract argument graphs from citizen proposals and debates of an e-participation platform.

aria2 icon aria2

aria2 is a lightweight multi-protocol & multi-source, cross platform download utility operated in command-line. It supports HTTP/HTTPS, FTP, SFTP, BitTorrent and Metalink.

asoiaf icon asoiaf

Character Interaction Networks for George R. R. Martin's "A Song of Ice and Fire" saga

astra icon astra

Self-training with Weak Supervision (NAACL 2021)

atari-gym icon atari-gym

OpenAI Gym example repository including Atari wrappers

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