GitHub

Project to visualize the kernels and the outputs of the individual layers of a CNN built in pytorch.

This was my first attempt at visualizing the features learnt by the layers of a neural net. In this notebook, I trained a simple neural network on the MNIST dataset. My architecture consisting of 2 ...
GitHub

A Random CNN Sees Objects and Its Applications

Official pytorch implementation of A Random CNN Sees Objects: One Inductive Bias of CNN and Its Applications. This work is accepted by AAAI 2022. paper is available at [arxiv]. This paper starts by ...
GitHub

A simple pytorch implementation of CNN on MNIST dataset.

The cnn.py implemented a simple CNN with pytorch. The network consists of two convolutional-ReLU-pooling layer and a fully-connected-softmax layer. The network structure is as following: ...
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One year ago today, Syria's fallen President Bashar al-Assad fled the country. The man who replaced him, opposition leader Ahmed al-Sharaa, is certainly an international darling, welcomed all the way ...
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Brown Investigation Continues, Reiner Murder Charges, Trump on Vanity Fair Interview and more This episode delves into the socio-economic and political implications of the upcoming Great Wealth ...
GitHub

PyTorch on Apple Silicon

You: Have an Apple Silicon Mac (M1, M2, M1 Pro, M1 Max, M1 Ultra) and would like to set it up for data science and machine learning. This repo: Helps you install ...
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These are the hostages released from Gaza

In the early hours of October 7, 2023, Hamas and other militant groups launched a brutal surprise attack that saw fighters flood across the border into Israel. The coordinated attacks killed 1,200 ...
GitHub

jianzhangcs/ISTA-Net-PyTorch

The code is built on PyTorch and tested on Ubuntu 16.04/18.04 and Windows 10 environment (Python3.x, PyTorch>=0.4) with 1080Ti GPU. With the aim of developing a fast yet accurate algorithm for ...
GitHub

A PyTorch native platform for training generative AI models

torchtitan is under extensive development. To use the latest features of torchtitan, we recommend using the most recent PyTorch nightly. Our mission is to accelerate innovation in the field of ...