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feat: Update Roadmap #239

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Nov 19, 2024
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10 changes: 5 additions & 5 deletions ROADMAP.md
Original file line number Diff line number Diff line change
@@ -1,20 +1,20 @@
# 📝 TODO

- [ ] **Feature**| Support multi-table data synthesis
- [ ] **Feature**| Support more single-table data synthetic models
- [ ] OCT-GAN Model
- [ ] CTAB-GAN Model
- [ ] Table-GAN Model
- [ ] TVAE Model

# 🚧 Doing

- [ ] **Enhance**| Automatic identification and handling of fixed relationships
- [ ] **Docs**| Improved CONTRIBUTING documentation with 4+1 view and overview diagram
- [ ] **Enhance**| Hundred Thousand Level Discrete Data supported Gaussian Copula
- [ ] **Feature**| Support multi-table data synthesis
- [ ] **Feature**| Support more single-table data synthetic models - TVAE Model

# ✅ Done

- [x] **Enhance**| Hundred Thousand Level Discrete Data supported Gaussian Copula
- [x] **Docs**| Improved CONTRIBUTING documentation with 4+1 view and overview diagram
- [x] **Enhance**| Automatic identification and handling of fixed relationships
- [x] **Feature**| Support for single-table data synthesis based on CTGAN
- [x] **Feature**| Support for single-table data synthesis based on GaussianCopula
- [x] **Feature**| Support for single-table data synthesis without real data based on LLM
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9 changes: 5 additions & 4 deletions ROADMAP_ZH_CN.md
Original file line number Diff line number Diff line change
Expand Up @@ -5,16 +5,17 @@
- OCT-GAN 模型
- CTAB-GAN 模型
- Table-GAN 模型
- TVAE 模型

# 🚧 进行中

- [ ] **增强**| 自动识别和处理固定关系
- [ ] **文档**| 改进贡献者导读文档,添加4+1视图和概览图
- [ ] **增强**| 支持十万级离散数据的高斯 Copula 数据合成
- [ ] **功能**| 支持多表数据合成
- [ ] **功能**| 支持更多单表数据合成模型 - TVAE 模型

# ✅ 已完成

- [x] **增强**| 自动识别和处理固定关系
- [x] **文档**| 改进贡献者导读文档,添加4+1视图和概览图
- [x] **增强**| 支持十万级离散数据的高斯 Copula 数据合成
- [x] **功能**| 支持基于CTGAN的单表数据合成
- [x] **功能**| 支持基于LLM的无真实数据单表数据合成
- [x] **增强**| 支持十亿级数据的CTGAN
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