zsy-ai

CIKM2020-S3Rec

Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"

OD-Rec

Codes for SIGIR'22 Paper 'On-Device Next-Item Recommendation with Self-Supervised Knowledge Distillation'

awesome-graph-self-supervised-learning-based-recommendation

A curated list of awesome graph & self-supervised-learning-based recommendation.

SIGIR2020_peterrec

Universal User Representation Pre-training for Cross-domain Recommendation and User Profiling

wav2rec

Self-supervised neural network for music recommendations.

movie_recommender

Movie Recommender System with Django.

TextMatch

基于Pytorch的，中文语义相似度匹配模型（ABCNN、Albert、Bert、BIMPM、DecomposableAttention、DistilBert、ESIM、RE2、Roberta、SiaGRU、XlNet）

senti_analysis

利用Python实现酒店评论的中文情感分析

wiki_zh_word2vec

利用Python构建Wiki中文语料词向量模型试验

Predict-Future-Sales

It is from a kaggle competition where we have to predict the future sales using Machine Learning or Deep Learning. It is a Advanced Regression Problem where Statistics and time series analysis is also required. This problem can be very well done by Deep Learning's Model Recurrent Neural Networks.

predict_future_sales

kaggle predict_future_sales by embedding matrix model.

Predict_Future_Sales

Predict Future Sales Kaggle competition

Word2Vec-sentiment

基于Word2Vec+SVM对电商的评论数据进行情感分析

sentiment_analysis

酒店评论情感二分类

AdvanceLaneLineDetection

This project is an aspect of a big project that is called the Self-Driving Car. One of the essential technique is detecting street lanes. This project is implemented using Python programming languages.

CVAE-GAN-zoos-PyTorch-Beginner

For beginner, this will be the best start for VAEs, GANs, and CVAE-GAN. This contains AE, DAE, VAE, GAN, CGAN, DCGAN, WGAN, WGAN-GP, VAE-GAN, CVAE-GAN. All use PyTorch.

dcgan_vae_pytorch

dcgan combined with vae in pytorch!

conditional-GAN

this is the pytorch version of Conditional Generative Adversarial Nets

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

zhihu_material

NVAE

The Official PyTorch Implementation of "NVAE: A Deep Hierarchical Variational Autoencoder" (NeurIPS 2020 spotlight paper)

MVision

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶

LauSentiNet

集成各种神经网络进行情感分类，包括CNN、LSTM、Transformer以及BERT等网络模型