Gensim
@gensim_py
“Topic Modeling for Humans” - #Python library for #MachineLearning. Tweets about #Gensim, #OpenSource, #DeepLearning, #NLProc. Support by @RaReTechTeam.
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A new year, a new batch of #opensource releases 🎊 github.com/RaRe-Technolog… github.com/RaRe-Technolog… github.com/RaRe-Technolog… github.com/RaRe-Technolog…
Summer release of Python #smart_open v5.2.0: Faster Azure connections & a new GCS parameter & several fixes 🌻 github.com/RaRe-Technolog…
Take the annual 3-minute NLP Industry Survey & tell us: Which #NLProc libraries does your organization use in production? [@ai2_allennlp Flair @gensim_py @huggingface @NLTK_org @spacy_io #sparknlp @stanfordnlp, @awscloud Comprehend; @Azure Text Analytics; @googlecloud NL AI ]
A quick tease of my next @streamlit app: the BERT Keyword Extractor! 🐍🎈 Text summarisation & keyword extraction w/ multi model-embeddings: ✓ BERT ✓ Flair ✓ @spacy_io ✓ @gensim_py ✓ Highly configurable ✓ Output to .csv, .txt or .json! 🔥 #NLProc #NLP #BERT @huggingface
Karate Club 1.1.0 is out so you can fit your favourite 2Vec models with gensim > 4.0. It affects Graph2Vec, Role2Vec, DeepWalk, Walklets and the likes. github.com/benedekrozembe… @RadimRehurek #machinelearning #opensource #python #datascience
github.com
GitHub - benedekrozemberczki/karateclub: Karate Club: An API Oriented Open-source Python Framework...
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020) - benedekrozemberczki/karateclub
Gensim got its first Github sponsor! ❤️ Thank you @WiLabsCom – check them out 🤗 radimrehurek.com/gensim/people.… #opensource #sustainability
Gensim 4.0 is finally out 🤗 Faster, leaner, better. Full Changelog + Migration notes here: github.com/RaRe-Technolog… Big thanks to all who participated in beta + RC releases.
Video in Text Classification for #DH (#digitalhumanities ) series now live! How to create a training set with word vectors via @gensim_py . Video: youtu.be/clWHe5Z3Js4 #NLP
💥 Gensim 4.0.0 RC1 (release candidate) is out! 💥 Your last chance to check everything works for you & report issues, before the full 4.0 release tomorrow 🤗 $ pip install --pre --upgrade gensim
Final video in LDA Models for #DH now live, saving and loading models with @gensim_py . Part Four will be Text Classification: Video: youtu.be/xADAr8pPQMI
New video live in #topicmodeling and #python series for #DH. In this video, we use @gensim_py to create an LDA topic model to identify topics in Holocaust oral testimonies. Video: youtu.be/TKjjlp5_r7o #NLP #100DaysOfMLCode
New video in #TopicModeling in #Python for #DigitalHumanities (#DH). This is the start of Part Three in which we use @gensim_py. Video: youtu.be/o7OqhzMcDfs #NLP #ML
Winter release of Python #smart_open v4.1.2: github.com/RaRe-Technolog… More options for S3, codecs fixes, faster reads. Enjoy! ☃️
github.com
Release v4.1.2 · piskvorky/smart_open
Unreleased 4.1.2, 18 Jan 2021 Correctly pass boto3 resource to writers (PR #576, @jackluo923) Improve robustness of S3 reading (PR #552, @mpenkov) Replace codecs with TextIOWrapper to fix newline ...
#Gensim 4.0 is coming! 💥💥💥 Massive optimizations, general cleanup, new website 💥💥💥 Want to help? Install beta and let us know how it went: $ pip install --pre --upgrade gensim github.com/RaRe-Technolog…
Released #smart_open 2.2.0: $ pip install smart_open[aws] (dependencies like S3, GCS etc are now optional, for a leaner install) Also, S3 performance improvements. Enjoy! 🌞 github.com/RaRe-Technolog…
github.com
GitHub - piskvorky/smart_open: Utils for streaming large files (S3, HDFS, gzip, bz2...)
Utils for streaming large files (S3, HDFS, gzip, bz2...) - piskvorky/smart_open
Faster #NLProc models, fewer parameters, no text preprocessing. New classification algo by @GoogleAI, quality comparable to BERT: ai.googleblog.com/2020/09/advanc…
Need to fill keywords for your last paper submission? I have put together (not coded :P some cool keywords and keyphrases extraction approaches with @gensim_py and @NLTK_org in #Python 3 🐍 github.com/loretoparisi/k…
github.com
GitHub - loretoparisi/keyphraseextraction: Key phrases extraction and ranking in Python with...
Key phrases extraction and ranking in Python with support for POS (Part of Speech) and NER (Named Entities). - loretoparisi/keyphraseextraction
#Gensim 3.8.3 out! Cleaning up dependencies, binary wheels (OSX, Windows), last version to support Python 2. Preparing for the major jump to 4.0.0! 💃 github.com/RaRe-Technolog…
github.com
Release 3.8.3 · piskvorky/gensim
⚠️ 3.8.x will be the last gensim version to support Py2.7. Starting with 4.0.0, gensim will only support Py3.5 and above 3.8.3, 2020-05-03 This is primarily a bugfix release to bring back Py2.7 com...
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