Yi (Yi1214)

Yi1214

Geek Repo

Company:Tsinghua University

Location:Beijing

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Yi's starred repositories

run

润学全球官方指定GITHUB,整理润学宗旨、纲领、理论和各类润之实例;解决为什么润,润去哪里,怎么润三大问题; 并成为新**人的核心宗教,核心信念。

shap

A game theoretic approach to explain the output of any machine learning model.

Language:Jupyter NotebookLicense:MITStargazers:21432Issues:241Issues:2425

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

Language:PythonLicense:MITStargazers:9251Issues:44Issues:383

FinRL

FinRL: Financial Reinforcement Learning. 🔥

Language:Jupyter NotebookLicense:MITStargazers:8939Issues:193Issues:674

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.

Language:Jupyter NotebookLicense:MITStargazers:1849Issues:92Issues:40

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

MI-AOD

Code for Multiple Instance Active Learning for Object Detection, CVPR 2021

Language:PythonLicense:Apache-2.0Stargazers:320Issues:2Issues:100

MNet_DeepCDR

Code for TMI 2018 "Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation"

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transtab

NeurIPS'22 | TransTab: Learning Transferable Tabular Transformers Across Tables

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pytorch-rbm

Restricted Boltzmann Machines (RBMs) in PyTorch

Language:PythonLicense:MITStargazers:147Issues:5Issues:3

Tutorial_Agent_Based_Models

A Tutorial for Agent Based Models in Python

Language:Jupyter NotebookStargazers:138Issues:6Issues:0

Artificial-Intelligence-for-Banking

This project contains codes and notebooks related to various use cases for banking.

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Optic-Disk-Cup-Segmentation

Optic Disc and Optic Cup Segmentation using 57 layered deep convolutional neural network

Language:Jupyter NotebookLicense:MITStargazers:47Issues:5Issues:3

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.

Language:PythonLicense:MITStargazers:40Issues:2Issues:2

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。

Language:Jupyter NotebookLicense:GPL-3.0Stargazers:30Issues:0Issues:0

Bilinear-CNN

A pytorch implementation of bilinear CNN for fine-grained image recognition

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IEEE-ISI-World-Cup-2019-Company-Investment-Value-Evaluation

企业投资价值评估第六名,团队名:xyr

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AutoRetinalImageSegmentation

This code is used for joint optic disc and cup segmentation from retinal fundus images

Language:Jupyter NotebookStargazers:11Issues:1Issues:0

Multimodal_Compact_Bilinear_Pooling

Multimodal Compact Bilinear Pooling class in Python

Language:PythonLicense:MITStargazers:9Issues:3Issues:0
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Optic-Disc-Segmentation

optic disc segmentation helps to detect various diseases and help doctors to get good idea about the diseases

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optic-disc-seg

A Keras implementation of Optic Disc Segmentation

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Optic-Disc-Segmentation

COMP9517-Assignment2

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ML-Startup-Success

ICAIF 2021 Paper "A Machine Learning Approach to Detect Early Signs of Startup Success"

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