Jupyter Notebook Knowledge Projects

EverythingCrypto

3 198 4.1 Jupyter Notebook

(Still exploring) My cryptography journey: A collection of notebooks covering different algorithms and concepts from cryptography

Project mention: BGV fully homomorphic encryption scheme, a toy implementation in Python | /r/cryptography | 2023-07-06

Code: https://github.com/zademn/EverythingCrypto/blob/master/E3-Homomorphic-Encryption/BGV.ipynb

ChatLog

1 93 5.9 Jupyter Notebook

⏳ ChatLog: Recording and Analysing ChatGPT Across Time (by THU-KEG)

Project mention: ChatLog: Recording and Analyzing ChatGPT Across Time | /r/BotNews | 2023-04-28

While there are abundant researches about evaluating ChatGPT on natural language understanding and generation tasks, few studies have investigated how ChatGPT's behavior changes over time. In this paper, we collect a coarse-to-fine temporal dataset called ChatLog, consisting of two parts that update monthly and daily: ChatLog-Monthly is a dataset of 38,730 question-answer pairs collected every month including questions from both the reasoning and classification tasks. ChatLog-Daily, on the other hand, consists of ChatGPT's responses to 1000 identical questions for long-form generation every day. We conduct comprehensive automatic and human evaluation to provide the evidence for the existence of ChatGPT evolving patterns. We further analyze the unchanged characteristics of ChatGPT over time by extracting its knowledge and linguistic features. We find some stable features to improve the robustness of a RoBERTa-based detector on new versions of ChatGPT. We will continuously maintain our project at https://github.com/THU-KEG/ChatLog.

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.

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).