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Machine Learning

machine_learning

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Researchers upend AI status quo by eliminating matrix multiplication in LLMs

arstechnica.com

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Meta (Facebook) is sharing new research, models, and datasets from Meta FAIR

ai.meta.com

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LGGMs a new class of graph generative models trained on a large corpus of graphs

www.marktechpost.com

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Machine Learning

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Introducing Apple’s On-Device and Server Foundation Models

machinelearning.apple.com

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Let's reproduce GPT-2 (124M) | Andrej Karpathy | Jun 9, 2024

www.youtube.com

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A Few Useful Things to Know About Machine Learning | Tapping into the "folk knowledge" needed to advance machine learning | Pedro Domingos | Communications of the ACM | vol. 55 no. 10 | October 2012

cacm.acm.org

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Multicollinearity in Logistic Regression Models : Anesthesia & Analgesia

journals.lww.com

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[PLDI'23] Scallop: A Language for Neurosymbolic Programming

www.youtube.com

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An exploration of multicollinearity | Google Colab

colab.research.google.com

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Activation function and GLU variants for Transformer models | Tarique Anwar | Apr 18, 2022

medium.com

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Navigating Neural Networks: Exploring State-of-the-Art Activation Functions – OMSCS 7641: Machine Learning

sites.gatech.edu

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Qwen1.5-MoE-A2.7B: A Small MoE Model with only 2.7B Activated Parameters yet Matching the Performance of State-of-the-Art 7B models

www.marktechpost.com

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Centralized Forecasting Service: Revolutionizing Time Series Models at Sam’s Club

tech.walmart.com

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Python Data Science Day will be taking place March 14th, 2024; a “PyDay” on Pi Day

devblogs.microsoft.com

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Python Data Science Cloud Skills Challenge | Microsoft Learn

learn.microsoft.com

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Midjourney bans all Stability AI employees over alleged data scraping

www.theverge.com

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The Annotated S4

srush.github.io

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Monte-Carlo Graph Search from First Principles

github.com

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Image denoising techniques: A comparison of PCA, kernel PCA, autoencoder, and CNN

www.fabriziomusacchio.com

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Same Stats, Different Graphs: Generating Datasets with Varied Appearance and Identical Statistics through Simulated Annealing

www.research.autodesk.com

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Opus 1.5 Released - achieves audible, non-stuttering talk at 90% packet loss

opus-codec.org

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Scientists warn of AI collapse - Converging Results (Video)

www.youtube.com

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Where Is Noether's Principle in Machine Learning? | 2024-02-29

cgad.ski

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Why Is the Current XAI Not Meeting the Expectations? – Communications of the ACM

cacm.acm.org

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A One-Stop Shop for Principal Component Analysis

towardsdatascience.com

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Spark vs Presto: A Comprehensive Comparison

www.analyticsvidhya.com

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Offline listening and speaking bot

github.com

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My Target Audience | The Two Culture Problem

scientificcoder.com

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The Math behind Adam Optimizer | Towards Data Science

towardsdatascience.com

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Code Llama 70B: a new, more performant version of Meta's LLM for code generation is now available.

twitter.com

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Real World Data Science Competition | When will the cherry trees bloom?

realworlddatascience.net

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NumPy 2 is coming: preventing breakage, updating your code

pythonspeed.com

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The Random Transformer | Understand how transformers work by demystifying all the math behind them

osanseviero.github.io

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GPU-based ODE solvers which are 20x-100x faster than those in #jax and #pytorch

programming.dev

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Machine Learning

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Linear Algebra Done Right 4th ed being released as CC BY-NC | Free PDF Link in the Post

linear.axler.net

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Machine Learning

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Sentence Embeddings | Everything you wanted to know about sentence embeddings (and maybe a bit more)

osanseviero.github.io

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Machine Learning

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Python Rgonomics | Emily Riederer

emilyriederer.netlify.app

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Data Science Better Practices, Part 2 — Work Together

towardsdatascience.com

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Transformer-Based Large Language Models Are Not General Learners: A Universal Circuit Perspective

openreview.net

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Do Users Write More Insecure Code with AI Assistants?

chaos.social

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Japan determines copyright doesn't apply to LLM/ML training data

infosec.town

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OpenAI assistant generating well formated plots

rfordatascience.slack.com

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Python equivalent R code, some nuance concerning RStudio

discindo.org

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Image classification with Debezium and TensorFlow

debezium.io

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An In-Depth Guide to the Most Common Loss Functions | MSE, Log Loss, Cross Entropy, RMSE, and the Foundational Principles of Popular Loss Functions

towardsdatascience.com

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Dark Visitors - A list of known AI agents on the internet

darkvisitors.com

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Emergent Linear Representations in World Models of Self-Supervised Sequence Models

arxiv.org

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A Beginner's Guide to Satellite Data

drivendata.co

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Mamba: Linear-Time Sequence Modeling with Selective State Spaces

programming.dev

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Machine Learning

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[The Art of] Regression and other stories

xianblog.wordpress.com

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