Top 9 Jupyter Notebook tabular-data Projects

FLAML

9 3,671 8.3 Jupyter Notebook

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

Project mention: AutoGen: Enabling Next-Gen GPT-X Applications | news.ycombinator.com | 2023-08-22

I really like the simplicity of this framework, and they hit on a lot of common problems found in other agent-based frameworks. Most intrigued by the RAG improvements.
Seems like Microsoft was frustrated with the pace of movement in this space and the shitty results of agents (which admittedly kept my interest turned away from agents for the last few months). I'm interested again because it makes practical sense, and from looking at the example notebooks, seems fairly easy to integrate into existing applications.
Maybe this is the 'low code' approach that might actually work, and bridge together engineering and non-engineering resources.
This example was what caught my eye: https://github.com/microsoft/FLAML/blob/main/notebook/autoge...

Alpaca-CoT

1 2,463 9.1 Jupyter Notebook

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！
InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
ktrain

2 1,211 8.4 Jupyter Notebook

ktrain is a Python library that makes deep learning and AI more accessible and easier to apply
deltapy

1 527 0.0 Jupyter Notebook

DeltaPy - Tabular Data Augmentation (by @firmai)
REaLTabFormer

5 183 5.5 Jupyter Notebook

A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.
GatedTabTransformer

4 89 0.0 Jupyter Notebook

A deep learning tabular classification architecture inspired by TabTransformer with integrated gated multilayer perceptron.
VevestaX

10 27 0.0 Jupyter Notebook

2 Lines of code to track ML experiments + EDA + check into Github
WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
tableQA-Chinese

1 11 2.6 Jupyter Notebook

Unsupervised tableQA and databaseQA on chinese finance question and tabular data

Project mention: tableQA-Chinese: NEW Unsupervised - star count:10.0 | /r/algoprojects | 2023-08-06

Mixclu

2 9 0.0 Jupyter Notebook

A Python package for unsupervised mixed datatypes clustering

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).