Top 6 Python prediction Projects
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InfluxDB
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.
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Trajformer
Trajectory Prediction with Local Self-Attentive Contexts for Autonomous Driving (NeurIPS 2020)
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Contra
Contra is a lightweight, production ready Tensorflow alternative for solving time series prediction challenges with AI (by styvio)
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Discord-prediction-gambling-bot
Bare-bones Discord bot built using python. Get coins by playing minigames or posting memes and gamble them with predictions
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
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).
Python predictions related posts
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Open source AI for stock market & time series prediction
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Open source lightweight alternative to TensorFlow for time-series data
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Open source lightweight alternative to TensorFlow for time-series data
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[D] Calling out the authors of 'Trajformer' paper for claiming they published code but never doing it
Index
What are some of the best open-source prediction projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | statsforecast | 3,599 |
| 2 | timemachines | 381 |
| 3 | xplainable | 52 |
| 4 | Trajformer | 38 |
| 5 | Contra | 14 |
| 6 | Discord-prediction-gambling-bot | 2 |
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