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Robin's Projects

arxiv-historical-phrase-usage icon arxiv-historical-phrase-usage

This Python notebook extracts the historic phrase occurrence of a search term in arXiv preprints. It allows for spotting trends in research and analyzing the relevance of a topic over time and exports them as matplotlib graphs aswell as LaTeX tables.

bitsandbytes icon bitsandbytes

Library for 8-bit optimizers and quantization routines.

crowded-valley---results icon crowded-valley---results

This repository contains the results for the paper: "Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers"

cycleisp icon cycleisp

Official repository for "CycleISP: Real Image Restoration via Improved Data Synthesis" (CVPR 2020--Oral)

deepobs icon deepobs

DeepOBS: A Deep Learning Optimizer Benchmark Suite

domainbed icon domainbed

DomainBed is a suite to test domain generalization algorithms

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

faiss icon faiss

A library for efficient similarity search and clustering of dense vectors.

nl-augmenter icon nl-augmenter

NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations

radam-tensorflow icon radam-tensorflow

Simple Tensorflow implementation of "On The Variance Of The Adaptive Learning Rate And Beyond"

residual icon residual

ResiDual: Transformer with Dual Residual Connections, https://arxiv.org/abs/2304.14802

rsc icon rsc

This is the official implementation of Self-Challenging Improves Cross-Domain Generalization, ECCV2020

sneaker-bot-python icon sneaker-bot-python

This bot is used to buy the latest sneakers of the german Nike website (https://www.nike.com/de/de_de/).

textattack icon textattack

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP

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