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academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

attentionexplanation

attn-tests

Checking the interpretability of attention on text classification models

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

convex_adversarial

A method for training neural networks that are provably robust to adversarial attacks.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

extension-cpp

C++ extensions in PyTorch

fitting-random-labels

Example code for the paper "Understanding deep learning requires rethinking generalization"

ignite

High-level library to help with training neural networks in PyTorch

leovue

Use the LEO outlining editor to create a Vue.js webapp.

loss-landscape

Code for visualizing the loss landscape of neural nets

prml

PRML algorithms implemented in Python

prmlt

Matlab code for machine learning algorithms in book PRML

pycharm-sublime-keymap

Using Sublime Key Bindings in PyCharm

pytorchviz

A small package to create visualizations of PyTorch execution graphs

sonokai

High Contrast & Vivid Color Scheme based on Monokai Pro

sortpool2d

A new kind of pooling layer for faster and sharper convergence

terminator-themes

:metal: The biggest collection of Terminator themes.

tomato-pie

A new UI for Pomodoro Technique. Schedule your time directly with a clock.

trilium

Build your personal knowledge base with Trilium Notes

vim-practice

💘 Vim is awesome! Here is my practice and study log.

vnote

A note-taking application that knows programmers and Markdown better.