Validate your Pandas DataFrame with "Pandera". In a Data Science Project testing the data is important to make sure that it works as you expected. Here is an amazing python library that helps you in data validation.
OPEN SOURCE
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E3B: New SOTA Method for Complex Environment Exploration
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E3B is a method for exploring complex environments which vary across episodes. This work set a new SOTA for MiniHack & reward-free exploration on Habitat in October.
— AI at Meta (@AIatMeta) 23 janvier 2023
Read the paper ➡️ https://t.co/hLIEDsoTwl
See the code ➡️ https://t.co/vVR3Kw6AQL pic.twitter.com/KPREx5srALE3B is a method for exploring complex environments which vary across episodes. This work set a new SOTA for MiniHack & reward-free exploration on Habitat in October.
Read the paper https://
arxiv.org/abs/2210.05805
See the code https://
github.com/facebookresear
ch/e3b
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Create Datasets with CVAT: Annotations for Computer Vision
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🚀NEW VIDEO
— Satya Mallick (@LearnOpenCV) 23 janvier 2023
Learn how to create datasets using bounding box annotations, masks, key points, and more for both images and videos using CVAT – an open-source computer vision annotation tool.
▶️Watch the video to learn more – https://t.co/sx4kGwVW60 #cvat #dataset #boundingbox #ai pic.twitter.com/QocJmFyLlrNEW VIDEO
Learn how to create datasets using bounding box annotations, masks, key points, and more for both images and videos using CVAT – an open-source computer vision annotation tool.
Watch the video to learn more – https://
youtube.com/watch?v=yxX_0-
zr-2U
… #cvat #dataset #boundingbox #ai -
v0.0.68 Release: Token Tracking and Agent Improvements
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v0.0.68: New Features: Track token usage throughout chain/agent calls Improvements: Doc improvements: @nickscamara_ amosjyng SerpAPI tool improvement @brunotorious HuggingFace pipeline improvements – xloem Fix whitespace for convo agent – @bazeroni
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LangChain SQL Database Query Functionality Overview
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there's already some functionality for this! https://
langchain.readthedocs.io/en/latest/modu
les/chains/examples/sqlite.html
… or did you have something different in mind? -
Advanced Entity Extraction Memory Module Release v0.0.67
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New v0.0.67 release! Main new feature is a new, more advanced entity extraction memory module. Tweet thread: https://
x.com/hwchase17/stat
us/1617318753741733888?s=20&t=ErtYQ6Esn_OdC6pEYSN34w
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Collab Notebook: https://
colab.research.google.com/drive/1lnkojj-
9x6F4yZ4v3b-2pgHbu20n-gEM?usp=sharing
… More features and improvements below -
Open Source Repository Updates: Tools and FAISS Serialization
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Other features/improvements: Citation for the repo
Passing in more arguments to tools @brunotorious Doc fixes – @thinkolson vintrocode @eltociear Whitespace handling – @Bazeroni Easy serialization of FAISS indices – Raphael Vorias (
https://
vorias.digital) -
LangChain now has official GitHub citation file
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Thanks to Sander Schulhoff (
https://
trigaten.github.io) we now have a citation file for the GitHub! https://
github.com/hwchase17/lang
chain/blob/master/CITATION.cff
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OpenAI toxicity filtering open-source model proposal ethics
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Sobre el asunto de OpenAI y la empresa en Kenia a la que derivó parte del etiquetado para sus filtros anti-toxicidad, esta es la idea más interesante que he escuchado. Hacer open-source un modelo de este tipo minimizaría el impacto negativo en futuros etiquetadores.
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LangChain Releases GitHub Release Notes Feature
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You may have noticed, we now have release notes on our GitHub page! https://
github.com/hwchase17/lang
chain/releases/tag/v0.0.66
… HUGE shoutout to Steven Hoelscher (
https://
github.com/shoelsch) for making this happen, was a much requested feature