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ai-note

artificial-intelligence-for-banking

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

automated_feature_engineering

Kaggle competition

ccf2020_data_content_classification

面向数据安全治理的数据内容智能发现与分级分类 A榜rank7 B榜rank10

ccks-2020

CCKS 2020：新冠知识图谱构建与问答评测（四）新冠知识图谱问答评测

ccks2020task4-3rd

面向金融领域的小样本跨类迁移事件抽取 第三名 方案及代码

chinese-medicine-question-generation

“万创杯”中医药天池大数据竞赛——中医文献问题生成挑战 决赛 第一名方案

datalake-code

2020年CCF BDCI-阿里云-数据湖的元信息发现与分析比赛rank 1代码

datasciencebasis

数据科学基础大作业（抖音BGM与流量关系分析）

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。

deep-reinforcement-learning-for-automated-stock-trading-ensemble-strategy-icaif-2020

Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020. Please star.

entity_embedding_structured_data

finrl

FinRL: The first open-source project for financial reinforcement learning. Please star. 🔥

idrid

idrid-1

Code for IDRID Sub-challenge 1 using U-Net

ieee-isi-world-cup-2019-company-investment-value-evaluation

企业投资价值评估第六名，团队名:xyr

macular-degeneration

Age-Related Macular Degeneration (AMD) Research using AREDS dataset provided by National Institute of Health (NIH).

ml-rl-for-finance

Code (Jupyter Notebooks) for Coursera - Machine Learning and Reinforcement Learning in Finance Specialization

ml-startup-success

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

natural_language_processing_with_transformers

Natural Language Processing with Transformers 中译本，最权威Transformers教程

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

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

tech_aarticle

深度学习模型在各大公司实战落地细节解读：主要是通过阅读各种实战文章，梳理模型落地的工程细节，涉及到搜索/推荐/自然语言处理。

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

transtab

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