Algebra, Topology, Differential Calculus, and Optimization Theory For Computer Science and Machine Learning – Jean Gallier, UPenn A comprehensive book that covers math theories related to CS and machine learning. Very intense, 2163 pages!!! Get a copy: https://
cis.upenn.edu/~jean/math-dee
p.pdf
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Comprehensive Mathematical Foundations for Computer Science and Machine Learning
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Token Merging Cuts ViT Inference Time in Half
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Token Merging can cut inference time in half & we expect it to unlock more use of large-scale ViT models in real-world applications. To enable the research community to build upon these advancements we've released the code and benchmarks here
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LangChain Chroma Vector Store Integration Announcement
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Really excited to announce a new vector store integration: @trychroma If you wanted to develop easily with local vector stores, but ran into issues with FAISS… you should try this Blog Post: https://
blog.langchain.dev/langchain-chro
ma/
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Analogies in Coding Education: Beyond Surface-Level Comparisons
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Yes, but the same goes for many analogies. If you tell someone who is about to start coding again that "it's like riding a bike" that does not mean they will need to start pedaling!
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Hugging Face Hub Seeks User Feedback on Dataset Experience
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We're constantly looking for ways to make your datasets experience better. What would you like to see next on the Hub? https://
huggingface.co/datasets?task_
categories=task_categories:automatic-speech-recognition&sort=downloads
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Load Dataset to Data Loader in Three Lines Code
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TL;DR: You can go from a loading a dataset to a data loader in just 3 lines of code! https://
gist.github.com/Vaibhavs10/eac
93eee5b9beec6f11db7ee50eb72ea
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New README Updates Simplify Dataset Loading and Processing
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The new READMEs now include:
— Vaibhav (VB) Srivastav (@reach_vb) 13 février 2023
1. Sample snippets to load, process and prepare the datasets
2. Better Dataset tags for discovery
3. Example scripts & leaderboards
All of this to help you get sprinting with ease! 🏃♂️ pic.twitter.com/gterMdG06OThe new READMEs now include:
1. Sample snippets to load, process and prepare the datasets
2. Better Dataset tags for discovery
3. Example scripts & leaderboards All of this to help you get sprinting with ease! -
Audio Datasets Enhanced with Usage Guides on Hugging Face Hub
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Your favourite Audio datasets just got whole of a lot better! 🔥
— Vaibhav (VB) Srivastav (@reach_vb) 13 février 2023
All major audio datasets on the 🤗 Hub will now have a "How to use" page packed with example scripts, to help you get from raw data to a data loader at lightning ⚡️ speed.https://t.co/5Fzkno9DQg pic.twitter.com/RMLplHw0npYour favourite Audio datasets just got whole of a lot better! All major audio datasets on the Hub will now have a "How to use" page packed with example scripts, to help you get from raw data to a data loader at lightning speed. https://
huggingface.co/datasets/mozil
la-foundation/common_voice_11_0
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Optimize Developer Productivity with GroqFlow Software Tools
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You need faster time-to-insights. Do you hire more developers OR optimize your existing developers? The @GroqInc suite of software tools, including GroqFlow™, reduces developer complexity & increases productivity. Learn more here: http://
github.com/groq/groqflow #innovation #software -
Python Data Science Machine Learning Daily Content Follow
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That's it. Thanks for reading. If you are interested in Python, Data Science and Machine Learning. Follow me @Sumanth_077
, will be sharing daily content Also, leave a like and retweet the first tweet and help this reach more people:)