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deepmatch

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors for user and item which can be used for ANN search.

deep_learning_object_detection

A paper list of object detection using deep learning.

devise-keras

Interpretable Image Search by Priyam Tejaswin and Akshay Chawla

dissect

Code for the Proceedings of the National Academy of Sciences 2020 article, "Understanding the Role of Individual Units in a Deep Neural Network"

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。

evolution-strategies-starter

Code for the paper "Evolution Strategies as a Scalable Alternative to Reinforcement Learning"

free-programming-books-zh_cn

:books: 免费的计算机编程类中文书籍，欢迎投稿

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

gandissect

Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/

gradcam_plus_plus-pytorch

A Simple pytorch implementation of GradCAM and GradCAM++

how-to-read-pytorch

Quick, visual, principled introduction to pytorch code through five colab notebooks.

ibd

IBD: Interpretable Basis Decomposition for Visual Explanation

infogan

Code for reproducing key results in the paper "InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets"

innvestigate

A toolbox to iNNvestigate neural networks' predictions!(仅支持keras模型)

interfacegan

周博磊的编辑人脸文章源码，自己要作为修改可以实现交互式网络

interpretable-ml-book-zh

interpretable-ml-book中文翻译

interpretable-research

I collected some papers about interpretable CNN and reorganized them here.

interpretablecnn

interpretablecnn-1

interpretable_cnns_via_feedforward_design

Official Implementation of Interpretable Convolutional Neural Networks via Feedforward Design Arxiv: https://arxiv.org/abs/1810.02786

interview

Interview = 简历指南 + LeetCode + Kaggle

interview-notes

包含机器学习、深度学习、图像处理、c++等视觉算法岗面试必备基础知识

java-gold

:coffee: Java炼金小木屋

jdrec

keras-vis

Neural network visualization toolkit for keras

knowledge_consistency

Codes for our ICLR2020 paper: Knowledge Consistency between Neural Networks and Beyond

kse

Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression

layerwise-relevance-propagation

Implementation of Layerwise Relevance Propagation for heatmapping "deep" layers

leetcode

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

leetcode-cookbook

leetcode上面的一些经典算法题笔记