gradient-tape

Here are 6 public repositories matching this topic...

jungsoh / transformers-question-answering

Fine tuning pre-trained transformer models in TensorFlow and in PyTorch for question answering

tensorflow pytorch question-answering babi-dataset pytorch-api distilbert-model huggingface-transformers gradient-tape tokenizers

Updated Feb 5, 2022
Jupyter Notebook

AkashSDas / neural-style-transfer

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Neural Style Transfer implementation for images and videos using Tensorflow2.

images kaggle videos cv2 fast-style-transfer neural-style-transfer custom-model tensorflow-hub tensorflow2 custom-loss-functions gradient-tape sobel-edge-detection total-variation-loss

Updated May 26, 2021
Jupyter Notebook

albemordo / dqn

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deep-neural-networks reinforcement-learning deep-learning tensorflow deep-reinforcement-learning dqn reinforcement-learning-algorithms gradient-descent lunar-lander lunarlander dqn-tensorflow lunarlander-v2 gradient-tape dqn-model dqn-algorithm gradient-tape-optimization

Updated Nov 23, 2021
Jupyter Notebook

itacca / tf-multi-task-classification

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Multi-task classification project, with the custom training loop implemented from scratch in TF 2.2+ and the usage of "tf.data.Dataset" object for handling the data.

template computer-vision tensorflow cv keras cnn tf2 mnist tf-data augmentation cnn-classification multitask-learning mlflow tf-function gradient-tape custom-training-loops

Updated Sep 19, 2022
Python

Ashly1991 / tensorboard-mnist-tf2

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Visual debugging of an MNIST MLP with low-level TensorFlow 2 using tf.data + TensorBoard (scalars, histograms, images)

visualization machine-learning deep-learning tensorflow jupyter-notebook mnist tensorboard reproducibility tf-data gradient-tape

Updated Sep 23, 2025
Jupyter Notebook

somjit101 / DCGAN-Gradient-Tape

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A study of the use of the Tensorflow GradientTape class for differentiation and custom gradient generation along with its use to implement a Deep-Convolutional Generative Adversarial Network (GAN) to generate images of hand-written digits.

neural-network tensorflow generative-adversarial-network gan batch-normalization convolutional-layers mnist-dataset deconvolution keras-tensorflow dcgan-tensorflow transpose-convolution gradient-tape dropout-layers

Updated Sep 22, 2021
Jupyter Notebook

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