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Deep learning is an AI function and a subset of machine learning, used for processing large amounts of complex data. Deep learning can automatically create algorithms based on data patterns.

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jElhamm / Article-Deep-Learning-for-the-Gaussian-Wiretap-Channel

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Simulations for the paper "Deep Learning for the Gaussian Wiretap Channel by Rick Fritschek, Rafael F. Schaefer, Gerhard Wunder"

python training deep-learning tensorflow paper numpy jupyter-notebook optimizer pandas scipy simulations deep-learning-papers loss wiretap encoder-decoder-model matplotlib-pyplot data-communications custom-layers tensorflow-keras-model sklearn-preprocessing
  • Updated May 21, 2024
  • Jupyter Notebook
NLP

usmanyousaaf / NLP

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This repository provides a comprehensive guide to natural language processing. Whether you're a beginner looking to gain a solid understanding of the field or an experienced practitioner looking to expand your skills, this repository has something for everyone. With step-by-step tutorials and detailed explanations,

python nlp data-science natural-language-processing deep-learning project artificial-intelligence deeplearning deep-learning-papers nlp-library nlp-machine-learning machine-learning-projects deep-learning-projects
  • Updated Apr 29, 2024
  • Jupyter Notebook

SachinKalsi / annotated-research-papers

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This repository is a comprehensive collection of research papers, annotations, and concise summaries in the field of Natural Language Processing (NLP). It focuses on machine learning and deep learning techniques, providing valuable resources for NLP enthusiasts and researchers.

nlp machine-learning natural-language-processing deep-learning transformers llama deep-learning-papers language-model research-paper nlp-machine-learning transformer-architecture nlp-papers large-language-models
  • Updated Feb 10, 2024

arasgungore / awesome-deep-learning

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A curated list of awesome Deep Learning tutorials, projects and communities.

machine-learning awesome deep-neural-networks deep-learning machine-learning-algorithms deep-learning-algorithms awesome-list machinelearning deeplearning deep-learning-papers deep-learning-tutorial awesome-lists machine-learning-models deep-learning-framework machine-learning-tutorials machine-learning-papers deep-learning-models face-images awesome-readme awesome-deep-learning
  • Updated Dec 27, 2023

dcmocanu / sparse-evolutionary-artificial-neural-networks

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Always sparse. Never dense. But never say never. A Sparse Training repository for the Adaptive Sparse Connectivity concept and its algorithmic instantiation, i.e. Sparse Evolutionary Training, to boost Deep Learning scalability on various aspects (e.g. memory and computational time efficiency, representation and generalization power).

deep-neural-networks sparsity deep-learning scalability randomization neuroevolution deep-learning-algorithms classification evolutionary-algorithms artificial-neural-networks restricted-boltzmann-machine complex-networks deep-learning-papers multi-layer-perceptron generative-models sparse-neural-networks scalable-deep-learning sparse-training sparse-evolutionary-training adaptive-sparse-connectivity
  • Updated Jul 21, 2021
  • Python
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