All Projects → chenghuige → Mind

chenghuige / Mind

2020 MIND news recomendation first place solution

Projects that are alternatives of or similar to Mind

Posts
A repository for code accompanying my Medium posts.
Stars: ✭ 57 (-3.39%)
Mutual labels:  jupyter-notebook
C3d
C3D is a modified version of BVLC caffe to support 3D ConvNets.
Stars: ✭ 1,097 (+1759.32%)
Mutual labels:  jupyter-notebook
Apparel Styles
Deep Learning to Describe Clothing by Semantic Attributes
Stars: ✭ 58 (-1.69%)
Mutual labels:  jupyter-notebook
Louplus Ml
实验楼 《楼+ 机器学习实战》课程挑战作业参考答案 https://www.shiyanlou.com/louplus/ml
Stars: ✭ 58 (-1.69%)
Mutual labels:  jupyter-notebook
One Pixel Attack Keras
Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet
Stars: ✭ 1,097 (+1759.32%)
Mutual labels:  jupyter-notebook
Skillsnetwork
Stars: ✭ 1,098 (+1761.02%)
Mutual labels:  jupyter-notebook
Face recognition using pytorch
Using MTCNN and MobileFaceNet on Face Recognition
Stars: ✭ 58 (-1.69%)
Mutual labels:  jupyter-notebook
Introduction To Nlp
Lectures for Udemy - INLP
Stars: ✭ 58 (-1.69%)
Mutual labels:  jupyter-notebook
Big Mac Data
Data and methodology for the Big Mac index
Stars: ✭ 1,095 (+1755.93%)
Mutual labels:  jupyter-notebook
Cloudml Magic
Jupyter Notebook Magics for Google Cloud ML Engine
Stars: ✭ 58 (-1.69%)
Mutual labels:  jupyter-notebook
Tf Wavenet vocoder
Wavenet and its applications with Tensorflow
Stars: ✭ 58 (-1.69%)
Mutual labels:  jupyter-notebook
Pyspark Examples
Code examples on Apache Spark using python
Stars: ✭ 58 (-1.69%)
Mutual labels:  jupyter-notebook
Cs231n.github.io
Public facing notes page
Stars: ✭ 8,590 (+14459.32%)
Mutual labels:  jupyter-notebook
Mlkatas
A series of self-correcting challenges for practicing your Machine Learning and Deep Learning skills
Stars: ✭ 58 (-1.69%)
Mutual labels:  jupyter-notebook
Attentional Interfaces
🔍 Attentional interfaces in TensorFlow.
Stars: ✭ 58 (-1.69%)
Mutual labels:  jupyter-notebook
Regex In Python
A comprehensive guide for learning regular expressions using Python
Stars: ✭ 58 (-1.69%)
Mutual labels:  jupyter-notebook
A journey into math of ml
汉语自然语言处理视频教程-开源学习资料
Stars: ✭ 1,094 (+1754.24%)
Mutual labels:  jupyter-notebook
Gpclust
Collapsed Variational Bayes
Stars: ✭ 58 (-1.69%)
Mutual labels:  jupyter-notebook
Principles Of Data Science
Principles of Data Science by Packt
Stars: ✭ 58 (-1.69%)
Mutual labels:  jupyter-notebook
Fraud Detection
Credit Card Fraud Detection using ML: IEEE style paper + Jupyter Notebook
Stars: ✭ 58 (-1.69%)
Mutual labels:  jupyter-notebook

mind

2020 MIND news recomendation first place solution
I do not open source the code for the training loop using utils/melt gezi and husky so the code can not run, sorry(btw you can find some old code of melt from wenzheng/utils).
You can get most model part code from projects/ai/mind/src/model.py
training use sh ./train/v17/body.sh
tfrecord generated in projects/ai/mind/prepare
Code can run on both tf 1.14+ and tf 2.1+

Newst result with AUC 0.7187(Current STOA of MIND 20210104) explained:
我们在赛后刷新了MIND的最佳成绩(AUC 0.7187 20200104)并且在微信公众号介绍了所用的方法:
https://mp.weixin.qq.com/s/7_lSvNrCc_hJPb6giN7OJQ

Document of the MIND contest(AUC 0.7131):
https://docs.google.com/presentation/d/1TCcv4QoCv132ubd78xMxegEM7qRqIIRnF2Wj2oIFP94/edit?usp=sharing

BTW,目前榜一UniUM的成绩太强了,期待能学习。。。

Note that the project description data, including the texts, logos, images, and/or trademarks, for each open source project belongs to its rightful owner. If you wish to add or remove any projects, please contact us at [email protected].