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itkillsnone's Projects

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

cs-notes icon cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

deeplearning.ai icon deeplearning.ai

该存储库包含由deeplearning.ai提供的相关课程的个人的笔记和实现代码。

deepwriting icon deepwriting

Code for `DeepWriting: Making Digital Ink Editable via Deep Generative Modeling` paper

dive-into-dl-pytorch icon dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

handwritingbci icon handwritingbci

Code from the paper "High-Performance Brain-to-Text Communication via Handwriting"

neural-control icon neural-control

Implementation of neural control described in paper "Neural population control via deep image synthesis - Pouya Bashivan, Kohitij Kar, James J. DiCarlo"

owm icon owm

Code for Continual Learning of Context-dependent Processing in Neural Networks

pytorch-byol icon pytorch-byol

PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning

pytorch-cifar100 icon pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

self-supervised-learning-for-sketch icon self-supervised-learning-for-sketch

[CVPR 21] Vectorization and Rasterization: Self-Supervised Learning for Sketch and Handwriting, IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2021.

sketch-rnn icon sketch-rnn

Multilayer LSTM and Mixture Density Network for modelling path-level SVG Vector Graphics data in TensorFlow

spanbert icon spanbert

Code for using and evaluating SpanBERT.

svg_parser icon svg_parser

Parse the path for sketch from .svg files. Convert .svg file into coordinate sequences and .png files.

tcnet icon tcnet

Implementation of TC-Net for iSBIR: Triplet Classification Network for instance-level Sketch Based Image Retrieval.

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