Shakti WadekarinThe StartupEvaluate Robustness of Convolutional Neural Networks (CNNs) with CIFAR100-C and CIFAR10-C datasetsCIFAR100-C and CIFAR10-C datasets explained and github code provided6 min read·Jan 12, 2022----
Shakti WadekarinGeek CultureVisualizing Hyperparameter Tuning Results of KerasTuner With Weights & BiasesMy previous blog explains about how to use KerasTuner for hyperparameter tuning in Keras/TensorFlow 2. This article shows how to visualize…8 min read·Mar 8, 2021--2--2
Shakti WadekarinThe StartupOptuna: Hyperparameter Optimization in PyTorchHyperparameter tuning of PyTorch models with Optuna7 min read·Jan 19, 2021----
Shakti WadekarinAnalytics VidhyaSolution to TensorFlow 2 not using GPUMaking TensorFlow 2 code or Keras code run on GPU5 min read·Jan 16, 2021--3--3
Shakti WadekarinThe StartupHyperparameter Tuning in Keras: TensorFlow 2: With Keras Tuner: RandomSearch, Hyperband…This article will explore the options available in Keras Tuner for hyperparameter optimization with example TensorFlow 2 codes for…8 min read·Jan 10, 2021--2--2
Shakti WadekarWhy Softmax not used when Cross-entropy-loss is used as loss function during Neural Network…\large{Quick answer:}3 min read·Jan 3, 2021----
Shakti WadekarHow to avoid numerical overflow in Sigmoid function: Numerically stable sigmoid functionQuick answer:2 min read·Jul 30, 2020----