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6 search results found

PyTorch/Tensorflow solutions for Stanford's CS231n: "CNNs for Visual Recognition"

Deeplearning_from_scratch ⭐ 16

A Deep Learning framework for CNNs and LSTMs from scratch, using NumPy.

Ddpg_numpy_only ⭐ 9

Implemenation of DDPG with numpy only (without Tensorflow)

Gradientdescent_implementation ⭐ 8

Implement different variants of gradient descent in python using numpy

Digit Recognizer ⭐ 8

A project I made to practice my newfound Neural Network knowledge - I used Python and Numpy to train a network to recognize MNIST images. Adam and mini-batch gradient descent implemented

Optimizers Visualizations ⭐ 5

A Repository to Visualize the training of Linear Model by optimizers such as SGD, Adam, RMSProp, AdamW, ASMGrad etc

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