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A concise guide to the basics of datasets
1 min read · July 16, 2024
2024 · Intro-to-Datasets Intro-to-DL Transforms-Image Load-Dataset-Builder Load-Dataset Get-Dataset-Split-Names Get-Dataset-Config-Names DatasetInfo · Deep-Learning
A concise guide to the fundamentals of deep learning
4 min read · July 05, 2024
2024 · Intro-to-DL Perceptron Activation-Functions ReLU ELU PReLU LeakyReLU ReLU6 RReLU SELU CELU GELU Sigmoid SiLU LogSigmoid Hardsigmoid Tanh Tanhshrink Hardtanh Hardshrink Hardswish Mish Softplus Softshrink Softsign Threshold GLU MultiheadAttention Dense-Layer Single-Layer Hidden-Layer Deep-Neural-Network Loss-Functions L1Loss MSELoss PoissonNLLLoss GaussianNLLLoss KLDivLoss CrossEntropyLoss NLLLoss BCELoss BCEWithLogitsLoss MarginRankingLoss Regression Classification Ranking Optimization-Algorithms · Deep-Learning