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External Tag: neural-networks

Adversarial Learning with Keras and TensorFlow (Part 2): Implementing the Neural Structured Learning (NSL) Framework and Building a Data Pipeline

External Tags Adversarial Learning, computer-vision, Data Pipeline, deep learning, Keras, machine-learning, model robustness, Neural Structured Learning, neural-networks, nsl, structured learning, TensorFlow, Tutorial

Discover the Groundbreaking LLM Development of Mixtral 8x7B

External Tags Beginner, LLM Development, LLMs, Mixtral 8x7B, mixture-of-experts, neural-networks, Research & Technology, research paper

PyTorch Introduction — Enter NonLinear Functions

External Tags artificial-intelligence, deep learning, machine-learning, neural-networks, pytorch

Group Equivariant Self-Attention

medium.com
Post date January 9, 2024
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External Tags data-science, deep learning, geometric-deep-learning, machine-learning, neural-networks

Ablation Testing Neural Networks: The Compensatory Masquerade

External Tags artificial-intelligence, data-science, hands-on-tutorials, machine-learning, neural-networks

Adversarial Learning with Keras and TensorFlow (Part 1): Overview of Adversarial Learning

External Tags adversarial attacks, adversarial examples, Adversarial Learning, computer-vision, deep learning, Keras, machine-learning, neural-networks, robust models, robustness, TensorFlow, Tutorial

Memory-Efficient Embeddings

towardsdatascience.com
Post date January 1, 2024
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External Tags deep learning, editors-pick, neural-networks, recommendation-system, TensorFlow

Understanding Deep Learning Optimizers: Momentum, AdaGrad, RMSProp & Adam

External Tags adam, deep learning, machine-learning, neural-networks, optimization-algorithms

Implementing LoRA from Scratch

External Tags deep-dives, LoRA, neural-networks, nlp, transformer model

Exploring Pointwise Convolution in CNNs: Replacing Fully Connected Layers

External Tags architecture, blogathon, Classification, CNN, CNN Architecture, CNNs, convolution, deep learning, efficiency, Healthcare, Image, LeNet architecture, MobileNet, neural-networks