Also their cuDF library will automatically know if you're running on GPU or CPU and speed up your processing. RAPIDS cuDF is now integrated directly into Google Colab. Checkout the Colab Notebook: https://
colab.research.google.com/github/rapidsa
i-community/showcase/blob/main/getting_started_tutorials/cudf_pandas_colab_demo.ipynb?ncid=ref-inor-594904
… Check out the Github Repo:
CODE
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RAPIDS cuDF Library Now Integrated into Google Colab
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Daily Content on Python, Data Science, Machine Learning, and LLMs
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That's a wrap! If you are interested in any of these topics: – Python – Data Science – Machine Learning – Data Analysis – LLMs – MLOps Find me → @Sumanth_077 I'm sharing daily content over here.
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NVIDIA accelerates Pandas 150x faster with minimal code changes
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Pandas is a powerful data analysis and manipulation library for Python!
— Sumanth (@Sumanth_077) 26 juin 2024
NVIDIA just made Pandas 150x faster with zero code changes🔥
All you have to add is just a couple of lines of code:
%load_ext cudf.pandas
import pandas as pd pic.twitter.com/5JKqte1tppPandas is a powerful data analysis and manipulation library for Python! NVIDIA just made Pandas 150x faster with zero code changes All you have to add is just a couple of lines of code: %load_ext cudf.pandas
import pandas as pd -
cuDF Pandas Accelerator: Accelerated Computing for Large Datasets
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Pandas operates in-memory, as it loads the entire dataset into the local memory of the machine it is running on. This limits its ability to handle large datasets. With cuDF’s pandas accelerator you can now bring accelerated computing to pandas workflows.
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Claude 3.5 Sonnet: Code Refactoring & Improvements
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Claude 3.5 Sonnet is absolutely insane for coding. I give it an entire script, ask it to refactor it, improve the code, explain its choices, and even add a feature. It delivers perfectly polished code. Way more effective than ChatGPT.
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Hyparquet Library Sponsorship for Browser Parquet Parsing
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Awesome! We are happy to sponsor @platypii for the Hyparquet library, which powers the Parquet metadata sidebar on @huggingface
. Hyparquet is super slim and powerful, perfect for browser-side Parquet parsing! -
Managing Cognitive Load in Software Development
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All managers and executives should pay attention to this brilliant plot. Getting in the coding zone is not easy. When coding one has in memory an overview of the codebase, of what exists, of things one needs to get back to and change, of what needs to be done, etc. An
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Awesome LLM Apps Demo with RAG GitHub Repository
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Find all the awesome LLM Apps demo with RAG in the following Github Repo. P.S: Don't forget to star the repo to show your support
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Excel Mamba: AI Agents for Complex Financial Formula Generation
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In 2nd: Excel Mamba Complex financial Excel formula-generation using AI agents. Built by Aniket Shirke, Bhavya Bahl, & Rohit Jena
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Parallel Response Generation Model Reduces AI Hallucinations Instantly
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Imaginad un modelo que en un instante pueda generar varias respuestas "en paralelo" para minimizar alucinaciones, analizar y evaluar su propia respuesta, planificar y razonar paso a paso, etc Todo en un segundo o menos.