Top 6 Python prediction Projects

statsforecast

58 3,540 8.9 Python

Lightning ⚡️ fast forecasting with statistical and econometric models.

Project mention: TimeGPT-1 | news.ycombinator.com | 2023-10-13

I can't find the TimeGPT-1 model.
LICENSE Apache-2
https://github.com/Nixtla/statsforecast/blob/main/LICENSE
Mentions ARIMA, ETS, CES, and Theta modeling

timemachines

10 380 3.3 Python

Predict time-series with one line of code.
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.
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).

Trajformer

2 37 0.0 Python

Trajectory Prediction with Local Self-Attentive Contexts for Autonomous Driving (NeurIPS 2020)
Contra

4 14 0.0 Python

Contra is a lightweight, production ready Tensorflow alternative for solving time series prediction challenges with AI (by styvio)
Discord-prediction-gambling-bot

1 2 1.7 Python

Bare-bones Discord bot built using python. Get coins by playing minigames or posting memes and gamble them with predictions

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).