Top 12 Jupyter Notebook Regression Projects

pycaret

5 8,406 9.4 Jupyter Notebook

An open-source, low-code machine learning library in Python
tsai

4 4,659 7.9 Jupyter Notebook

Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Project mention: Aeon: A unified framework for machine learning with time series | news.ycombinator.com | 2023-06-22

Also https://github.com/timeseriesAI/tsai

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.
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...

MAPIE

1 1,150 9.7 Jupyter Notebook

A scikit-learn-compatible module for estimating prediction intervals.
PyABSA

2 858 5.3 Jupyter Notebook

Sentiment Analysis, Text Classification, Text Augmentation, Text Adversarial defense, etc.;
benchmarks

1 163 4.4 Jupyter Notebook

Comparison tools (by catboost)
data-science-notes

1 35 0.0 Jupyter Notebook

Notes of IBM Data Science Professional Certificate Courses on Coursera
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.
Machine-Learning-Algorithms

1 25 0.0 Jupyter Notebook

All Machine Learning Algorithms
60-Days-of-Data-Science-and-ML

5 22 10.0 Jupyter Notebook

60 Days of Data Science and ML
project-atlas-sao-paulo

2 9 5.5 Jupyter Notebook

A project for the development of rich geospatial data from the city of São Paulo for use in Machine Learning models.
glasgow-litter

2 3 6.1 Jupyter Notebook

A project that explores the relationship between deprivation and litter in Glasgow City. 🚯

Project mention: Exploring the relationships between deprivation and litter on the streets of Glasgow | /r/glasgow | 2023-08-01

value-predictor

1 0 2.6 Jupyter Notebook

this project is a combination of 3 mini projects car price prediction, flight price prediction and insurance price prediction.

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).

Jupyter Notebook Regression related posts

Exploring the relationships between deprivation and litter on the streets of Glasgow
1 project | /r/glasgow | 1 Aug 2023
Data science project?
2 projects | /r/learnmachinelearning | 23 Jul 2021

Index

What are some of the best open-source Regression projects in Jupyter Notebook? This list will help you:

	Project	Stars
1	pycaret	8,406
2	tsai	4,659
3	FLAML	3,671
4	MAPIE	1,150
5	PyABSA	858
6	benchmarks	163
7	data-science-notes	35
8	Machine-Learning-Algorithms	25
9	60-Days-of-Data-Science-and-ML	22
10	project-atlas-sao-paulo	9
11	glasgow-litter	3
12	value-predictor	0