TabFM (Tabular Foundation Model) is a pretrained tabular foundation model developed by Google Research for tabular data regression and classification.
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We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tuning) together for easy use. We welcome open-source enthusiasts to initiate any meaningful PR on this repo and integrate as many LLM related technologies as possible. 我们打造了方便研究人员上手和使用大模型等微调平台，我们欢迎开源爱好者发起任何有意义的pr！
Vim script for text filtering and alignment
Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from bitbucket.org/astanin/python-tabulate.
Algorithms for outlier, adversarial and drift detection
- anomaly
- outlier
- concept-drift
- detection
Automatic architecture search and hyperparameter optimization for PyTorch
- automl
- deep-learning
- tabular-data
- pytorch
SDG is a specialized framework designed to generate high-quality structured tabular data.
Simple wrapper of tabula-java: extract table from PDF into pandas DataFrame
Table Maker for Modern C++
- library
- mit-license
- table
- table-maker
Extract tables from PDF files
- extracting-tables
- pdfs
- extraction-engine
A Python package for manipulating 2-dimensional tabular data structures
- python
- data-analysis
- data-structure
- performance
Graph and network visualization using tabular data in R
- r
- network-graph
- graph
- visualization
Synthetic data generators for tabular and time-series data
- gan-architectures
- gan
- deep-learning
- synthetic-data
What's in your data? Extract schema, statistics and entities from datasets
- python
- privacy
- pii
- npi
eBay's TSV Utilities: Command line tools for large, tabular data files. Filtering, statistics, sampling, joins and more.
- csv
- command-line
- dlang
- data-science
Spreadsheet Architect is a library that allows you to create XLSX, ODS, or CSV spreadsheets super easily from ActiveRecord relations, plain Ruby objects, or tabular data.
- spreadsheet
- xlsx
- ods
- csv
A go library to improve readability in terminal apps using tabular data
We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review and examine some recent papers about tabular GANs in action.
- tabular-data
- gans
- train-dataframe
- adversarial-filtering
Desbordante is a high-performance data profiler that is capable of discovering many different patterns in data using various algorithms. It also allows to run data cleaning scenarios using these algorithms. Desbordante has a console version and an easy-to-use web application.
- data-analytics
- data-cleaning
- data-cleansing
- data-engineering
Data validation toolkit for assessing and monitoring data quality.
- data-validation
- tabular-data
- data-testing
- data-quality
A Python toolkit for processing tabular data
zsv+lib: tabular data swiss-army knife CLI + world's fastest (simd) CSV parser
Reactive datatables for large or small datasets
- blaze
- datatable
- meteorjs
- tabular
A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python
- python
- sklearn
- data-science
- framework