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algonotes

【浅梦学习笔记】文章汇总:包含 排序&CXR预估，召回匹配，用户画像&特征工程，推荐搜索综合 计算广告，大数据，图算法，NLP&CV，求职面试 等内容

caption-transformer

Captioning images using transformer

chinesecodinginterviewappendix

The source code for the appendix part of the Chinese version of the book Coding Interviews

compute-features

Computes features for images using various pretrained Tensorflow models

crimekgassitant

Crime assistant including crime type prediction and crime consult service based on nlp methods and crime kg,罪名法务智能项目,内容包括856项罪名知识图谱, 基于280万罪名训练库的罪名预测,基于20W法务问答对的13类问题分类与法律资讯问答功能.

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、Java、Python、C++

deepface

A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python

densecap-tensorflow

Re-implement CVPR2017 paper: "dense captioning with joint inference and visual context" and minor changes in Tensorflow. (mAP 8.296 after 500k iters of training)

densevideocaptioning

Official Tensorflow Implementation of the paper "Bidirectional Attentive Fusion with Context Gating for Dense Video Captioning" in CVPR 2018, with code, model and prediction results.

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

funnlp

gan

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

lightgbm-with-focal-loss

An implementation of the focal loss to be used with LightGBM for binary and multi-class classification problems

mmgcn

MMGCN: Multi-modal Graph Convolution Network forPersonalized Recommendation of Micro-video

models

Models and examples built with TensorFlow

msrnn

nlp_tutorial

NLP超强入门指南，包括各任务sota模型汇总（文本分类、文本匹配、序列标注、文本生成、语言模型），以及代码、技巧

offer-coding-interviews-python

剑指Offer Python题解

python-study-notes

relation-extraction

中文关系抽取

resources_note

rs_paper_study

推荐系统学习笔记

sst-tensorflow

Tensorflow Implementation of the Paper "SST: Single-Stream Temporal Action Proposals" in CVPR 2017.

statistical-learning-method_code

手写实现李航《统计学习方法》书中全部算法

the-gan-zoo

A list of all named GANs!

topic_models

implemented : lsa, plsa, lda

transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

weakly-supervised-dense-video-captioning

This repo is not completed

wsdec

Weakly Supervised Dense Event Captioning in Videos, i.e. generating multiple sentence descriptions for a video in a weakly-supervised manner.