PyPOTS Reviews

X (Twitter) Reviews

1. CaptainJ

   about 2 years ago

   Pretty nice app to share and to see how the people share the thoughts here

   👍 Pros:    Straightforward|Easy user interface|Information is easily accessible

   👎 Cons:    Can't attach a video file to your post

PyPOTS mentions (3)

• [R] SAITS: Self-Attention-based Imputation for Time Series. Expert Systems with Applications, 219:119619, 2023.

  Absolutely my pleasure! Please pay a visit to the toolbox PyPOTS https://pypots.com if you're interested in modelling partially-observed time series (POTS). It deserves your attention ;-). Source: almost 2 years ago

• Missing values in time series collected from the real world are common to see and very pesky. A new state-of-the-art and fast neural network called SAITS is proposed to impute missing data in partially-observed multivariate time series. The code is open source on GitHub.

  If your research lies in time-series modeling, you may also be interested in the work PyPOTS: a Python toolbox for data mining on Partially-Observed Time Series https://pypots.com/. Its full paper is available on arXiv as well https://arxiv.org/abs/2305.18811, which has been peer-reviewed and accepted by the 9th SIGKDD international workshop Mining and Learning from Time Series (MiLeTS'23). Source: almost 2 years ago

• We built PyPOTS: an open-source toolbox for data mining on partially-observed time series

  Due to all kinds of reasons like failure of collection sensors, communication error, and unexpected malfunction, missing values are common to see in time series from the real-world environment. This makes partially-observed time series (POTS) a pervasive problem in open-world modelling and prevents advanced data analysis. Although this problem is important, the area of data mining on POTS still lacks a dedicated... Source: almost 2 years ago

X (Twitter) mentions (893)

• Where can I get Grok 3? What You Need to Know

  For persistent issues, consult the help sections on x.com. - Source: dev.to / about 1 month ago

• How to scrape Bluesky with Python

  Bluesky is an emerging social network developed by former members of the Twitter(now X) development team. The platform has been showing significant growth recently, reaching 140.3 million visits according to SimilarWeb. Like X, luesky generates a vast amount of data that can be used for analysis. In this article, we’ll explore how to collect this data using Crawlee for Python. - Source: dev.to / about 1 month ago

• Ask HN: Is X.com's (Twitter) Tor Broken?

  The preferred TOR location for X.com (twitter) has a broken cert (expired 2023) and returns 503 for all requests. Anyone know who to reach to get this fixed? From https://x.com/ :

  - Source: Hacker News / 2 months ago

• Create your own Censorship-Resistant Links for X and More!

  Platforms like X (formerly Twitter) can block or censor links to certain sites like they recently did to Signal.me, even when those links contain important information. A link shortener or redirect may work in the short term, but sites like Bitly and TinyURL create new single points of failure when platforms block them instead. What we want to do instead is leverage unique domains, like one you may already own for... - Source: dev.to / 3 months ago

• Deploying Flask-based Microservices on AWS with ECS Service Connect

  Sharing the video(s) or channel on any platform (reddit, twitter (or X I guess), discord, LinkedIn, etc.). - Source: dev.to / 4 months ago