This is AI-Accounting,Intelligent Accounting package for Ai-Accountants .这个时代叫做AI会计，为会计人打造的专属智能会计框架。
Project description
CPANLP: Certified Public Accountant Natural Language Processing toolkit
Narrating Accounting using Python
- sales increased 12% compared with fourth quarter 2021:
- North America segment sales increased 13% year-over-year to $93.4 billion, or increased 14% excluding changes in foreign exchange rates.
- International segment sales decreased 8% year-over-year to $34.5 billion, or increased 5% excluding changes in foreign exchange rates.
- AWS segment sales increased 20% year-over-year to $21.4 billion.
sale1 = p.Sale(quarter="Q4",amount=93.4,unit="billion dollars",growth_rate=13%,year=2022,segment="North America")
sale2 = p.Sale(quarter="Q4",amount=34.5,unit="billion dollars",growth_rate=-8%,year=2022,segment="International")
sale3 = p.Sale(quarter="Q4",amount=21.4,unit="billion dollars",growth_rate=20%,year=2022,segment="AWS")
sales = [sale1, sale2, sale3]
total_sales = 0
for s in sales:
total_sales += s.amount
print(f"Segment: {s.segment}, Sale: {s.amount}")
print(f"Total Sales: {total_sales}")
Narrating Accounting! using Python Developed by Cpanlp Intelligent Accounting Team (c) 2023 Github
Install & Import 安装和导入
For detailed installation instructions, see the documentation.
pip install cpanlp
import cpanlp as p
Features 主要功能
- Get Report 今日财报
df = p.gettoday()
| 标题 | 证券代码 | 证券简称 | 网址 | 日期 | id | |
|---|---|---|---|---|---|---|
| 0 | 唐源电气：国金证券关于唐源电气2022年度现场检查报告 | 300789 | 唐源电气 | http://static.cninfo.com.cn/finalpage/2023-01-03/1215519757.PDF | 2023-01-03 | 1 |
report = p.getreport(df.iloc[0, 3])
- Accounting Item 会计科目
gold_asset = p.Asset(account="gold", debit=1000,date="2023-01-01")
print(gold_asset.bubble)
- Information Asymmetry 信息不对称
info = p.AsymmetricInformation(sender="investor", receiver="company_A", message="I am very interested in investing in your business", hidden_information="I have a limited budget")
info.get_advantage()
- Entrepreneur 企业家
john = p.Entrepreneur(name="John Smith",age=30,wealth=100000,utility_function=0, experience=5,company=LLC("Apple","Electronics",1000000),entrepreneurship=Entrepreneurship(leadership=9.0))
john.strive_for_excellence()
- Strategy 策略
huawei = p.FinancialStrategy("huawei","defense",poison_pill(1000,0.1))
Decorator 语言装饰器:
@prob(probability=0.7) #Estimate 估计
@future_tense #Future Tense 将来时态
side_effects=["financial instability","loss of reputation","decreased employee morale"]
@with_side_effects(side_effects=side_effects)#Side Effects 副作用
Module 主要模块:
- Abnormal 异象：
Winner Curse赢者诅咒，Bubble泡沫 - Accounting Account 会计科目：
Asset资产，Liability负债，Equity所有者权益，Income收入，Cashflow现金流 - Business 业务：
MainBusiness主营业务 - Contract 合约：
Lease租约，Loan Contract借贷合同，Labor Contract劳动合同，Financial Instrument金融工具 - Control 控制：
Voting Power 投票权，Commodity Control商品控制权，Significant Influence重大影响 - Culture 文化：
Entrepreneurship企业家精神，Craftsmanship工匠精神 - Department 部门：
Board Of Directors董事会 - Entity 实体：
LLC(Limited Liability Company)有限责任公司，Partnership合伙企业，Public Company公众企业，SME(Small and medium-sized enterprises)中小企业，Conglomerate 集团 - Environment 环境：
EconomicEnvironment并购，IndustryEnvironment行业环境，CreditEnvironment信用环境 - Event 事件：
Acquisition并购，Certification认证，Meeting会议，Resignation离职，Repurchase回购，Registration注册，Lawsuit诉讼，StockHoldingIncrease增持 - Information 信息：
Signal信号，Speculative Information投机信息，Asymmetric Information不对称信息，Incentive激励 - Incentive 激励
- Institution 制度
- Person 个体：${\color{red}Consumer消费者}$，
Employee员工，Entrepreneur企业家，Manager经理，Investor投资人，Partner合伙人，Shareholder股东，Supervisor监管者，Creditor债权人，Auditor审计，Beneficiary受益人，Fiduciary受托人，Craftsman工匠 - Market 市场：
Commodity货物，Goods商品，Market Structure市场结构 - Policy 政策：
AccountingPolicy会计政策，DividendPolicy股利政策 - Project 项目
- Pragmatics 语用：
Promise承诺 - Risk 风险
- StakerHolder 利益相关者：
Bank银行，Government政府，Media媒体，Public公众，Rating Agency评级机构 - Scheme 图示：
Ponzi Scheme庞氏骗局，ESOP员工持股，DebtRestructuringPlan债务重组 - Strategy 战略：
Long Term Strategy长期策略，Financial Strategy财务策略 - Tax 税法：
VAT(Value-Added Tax)增值税，Consumption Tax消费税，Personal Income Tax个人所得税，Corporate Income Tax企业所得税，RealEstate Tax房产税，TransactionTax印花税 - Team 团队：
- Utility 效用：
Accounting Gym-Env 会计强化学习环境
Check out: https://cpanlp.com
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