Top 7 Python auto-ml Projects

deepsparse

21 2,873 9.5 Python

Sparsity-aware deep learning inference runtime for CPUs

Project mention: Fast Llama 2 on CPUs with Sparse Fine-Tuning and DeepSparse | news.ycombinator.com | 2023-11-23

Interesting company. Yannic Kilcher interviewed Nir Shavit last year and they went into some depth: https://www.youtube.com/watch?v=0PAiQ1jTN5k DeepSparse is on GitHub: https://github.com/neuralmagic/deepsparse

aimet

2 1,908 9.6 Python

AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.
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.
MLBox

1 1,475 0.0 Python

MLBox is a powerful Automated Machine Learning python library.
orion

1 279 7.4 Python

Asynchronous Distributed Hyperparameter Optimization. (by Epistimio)
nylon

5 84 0.0 Python

An intelligent, flexible grammar of machine learning.
xplainable

2 52 9.2 Python

Real-time explainable machine learning for business optimisation

Project mention: Explainable (Structured) Machine Learning Algorithm | /r/Python | 2023-12-05

Just for some respite from the discussion of our soon-to-be AI overlords (LLMs), I'm one of the contributors to an open-source Python package, Xplainable (https://github.com/xplainable/xplainable). Xplainable is a novel (structured) machine learning algorithm that's inherently explainable, as opposed to being a post-hoc explainer (like SHAP or Lime).

deep-fast-vision

4 13 5.8 Python

A Python library for rapid prototyping of deep transfer learning vision models.

Project mention: Making deep transfer learning vision easier to work with, Deep Fast Vision (new python library) | /r/learnpython | 2023-05-18

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.

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).