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bachelorarbeitfloriankark

cs224n-win2223

Code and written solutions of the assignments of the Stanford CS224N: Natural Language Processing with Deep Learning course from winter 2022/2023

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.

dl4moleculesproject

Learning from ensemble filtered data based on aggregated confidence score of multiple encoder models.

pytorch-styleguide

An unofficial styleguide and best practices summary for PyTorch

pytorchprojectframework

A basic framework for your PyTorch projects

selfimprovementsmilestransformer

Fine-tune ChemBERTa-2 for a classification task, classify unseen data points, selecting data points with correct predictions but low confident prediction scores, and fine tune model on this generated data

simple-neural-network-from-scratch-with-just-numpy-and-math

solving-xor-and-circle-data-with-simple-neural-network-and-feature-mapping

Explanation of feature mapping and application to simple neural network to solve XOR and circle data