Top 6 Python Summary Projects

pytorch-summary

2 3,957 0.0 Python

Model summary in PyTorch similar to `model.summary()` in Keras
sumy

1 3,417 6.7 Python

Module for automatic summarization of text documents and HTML pages.
InfluxDB

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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.
Azure-in-bullet-points

4 1,225 2.5 Python

☁️ Azure summary in bullet points
textsum

1 110 3.1 Python

CLI & Python API to easily summarize text-based files with transformers

Project mention: Training on documents to summarize them. | /r/LocalLLaMA | 2023-06-16

See https://github.com/pszemraj/textsum. He's the guy that trained most of the popular long finetuned long models. He created a pip package to make life easier (which uses Huggingface under the hood, just pre-selects good models and obfuscates boilerplate).

LTC-SUM

1 17 3.2 Python

Implementation of LTC-SUM: Lightweight Client-driven Personalized Video Summarization Framework Using 2D CNN

Project mention: LTC-Sum:Client-Driven Personalized Video Summarization Framework Using 2D CNN | news.ycombinator.com | 2023-05-10

pytorch-model-details

1 1 0.0 Python

Package to visualize all the layer parameters of a deep learning model.

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).