Yi's starred repositories
pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
stockpredictionai
In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.
FinRL-Trading
For trading. Please star.
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
MNet_DeepCDR
Code for TMI 2018 "Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation"
pytorch-rbm
Restricted Boltzmann Machines (RBMs) in PyTorch
Tutorial_Agent_Based_Models
A Tutorial for Agent Based Models in Python
Artificial-Intelligence-for-Banking
This project contains codes and notebooks related to various use cases for banking.
Optic-Disk-Cup-Segmentation
Optic Disc and Optic Cup Segmentation using 57 layered deep convolutional neural network
Deep-Belief-Networks-in-PyTorch
The aim of this repository is to create RBMs, EBMs and DBNs in generalized manner, so as to allow modification and variation in model types.
Lesion-based-Contrastive-Learning
This is the official implementation of the paper Lesion-based Contrastive Learning for Diabetic Retinopathy Grading from Fundus Images.
DCIC2023-Fraud-Risk-Identification
本赛题旨在运用有效的金融科技和大数据系统,分析涉赌涉诈资金交易新方式,持续优化风险监测模型,通过赛题提供的涉赌涉诈黑名单、白名单及用于训练的相关交易流水数据集,构建涉赌涉诈账户算法识别模型,全面排查存量风险。A榜排名11/1594,B榜排名13/1594。
Bilinear-CNN
A pytorch implementation of bilinear CNN for fine-grained image recognition
Rotation-oriented-self-supervised
IEEE TMI 2021
IEEE-ISI-World-Cup-2019-Company-Investment-Value-Evaluation
企业投资价值评估第六名,团队名:xyr
AutoRetinalImageSegmentation
This code is used for joint optic disc and cup segmentation from retinal fundus images
Multimodal_Compact_Bilinear_Pooling
Multimodal Compact Bilinear Pooling class in Python
Optic-Disc-Segmentation
optic disc segmentation helps to detect various diseases and help doctors to get good idea about the diseases
optic-disc-seg
A Keras implementation of Optic Disc Segmentation
Optic-Disc-Segmentation
COMP9517-Assignment2
Automated_Feature_Engineering
Kaggle competition
ML-Startup-Success
ICAIF 2021 Paper "A Machine Learning Approach to Detect Early Signs of Startup Success"