Ludwig - ai/deep_learning

LudwigAbap

Resources › ai › deep_learning

Bookmarks

bookmark plato.stanford.edu · 1h 14m Connectionism theory mind

bookmark cats.for.ai · 2 min Categories theory category theory

bookmark automated-discovery.github.io · 5 min Intrinsically Motivated Discovery of Diverse Patterns in Self-Organizing Systems implementations fundamentals

bookmark whatisintelligence.antikythera.org · 1 min What is Intelligence? | Antikythera theory consciousness

bookmark thinkingmachines.ai · 16 min Modular Manifolds theory

bookmark distill.pub · 19 min Why Momentum Really Works theory

video youtube.com · 1:01:03 Towards a Geometric Theory of Deep Learning - Govind Menon fundamentals

video youtube.com · 1:16:17 Continuous Thought Machine Deep Dive | Temporal Processing + Neural Synchronisation fundamentals

bookmark fangpenlin.com · 17 min Marketplace V2 is all you need: A training algorithm on par with backprop that needs only forward pass fundamentals

bookmark jeremybernste.in · 14 min Deriving Muon fundamentals

video youtube.com · 24:47 What Matters for Model Merging at Scale? fundamentals
video youtube.com · 54:23 AI for science with Sir Paul Nurse, Demis Hassabis, Jennifer Doudna, and John Jumper fundamentals ethics
video youtube.com · 51:26 Can Latent Program Networks Solve Abstract Reasoning? fundamentals
video youtube.com · 1:07:02 LSTM: The Comeback Story? fundamentals attention mechanisms
video youtube.com · 1 min How to write a fast Softmax kernel implementations cuda
video youtube.com · 45:46 TPU V4 and Trends in Accelerator Hardware - Mike Hutton implementations ai accelerators
video youtube.com · 1:01:56 V.O. Complete. A masterclass from the pioneer of artificial intelligence. Jürgen Schmidhuber fundamentals
video youtube.com · 1 min ICML 2024 Tutorial"Machine Learning on Function spaces #NeuralOperators" fundamentals
video youtube.com · 1 min 17.12.2024: Flow-based Models (Part 2) fundamentals
video youtube.com · 9:58 When AI Is Designed Like A Biological Brain fundamentals
video youtube.com · 44:14 #22 Dylan Patel: China’s Robotics Dominance; AI Infrastructure Breakdown implementations ai accelerators semiconductors
video youtube.com · 36:55 Andrew Ng: Opportunities in AI - 2023 fundamentals
video youtube.com · 56:26 Dense Associative Memory in Machine Learning fundamentals
video youtube.com · 16:24 Memristors for Analog AI Chips implementations ai accelerators optimization
video youtube.com · 10:50 Transformer Neural Network: Visually Explained implementations attention mechanisms
video youtube.com · 40:08 The Most Important Algorithm in Machine Learning fundamentals

bookmark yuxi.ml · 14 min Neural Scaling Laws by Data Manifold Dimensions fundamentals
bookmark leloykun.github.io · 6 min Adam with Aggressive Gradient Clipping ≈ Smoothed SignSGD/NormSGD fundamentals

bookmark pub.sakana.ai · 24 min Continuous Thought Machines fundamentals

bookmark henryhmko.github.io · 18 min TPU Deep Dive implementations ai accelerators
bookmark worldmodels.github.io · 35 min World Models fundamentals

bookmark fleetwood.dev · 32 min Domain specific architectures for AI inference implementations ai accelerators

bookmark medium.com · 1 min The MAP-Elites Algorithm: Finding Optimality Through Diversity fundamentals

bookmark howtoscalenn.github.io · 53 min How To Scale fundamentals

bookmark ludwigabap.com · 10 min An elementary proof of a universal approximation theorem theory

bookmark rwkv.com · 1 min RWKV Language Model fundamentals

bookmark ludwigabap.com · 31 min Device Placement Optimization with Reinforcement Learning implementations policy methods

bookmark ludwigabap.com · 3h 33m introduction-to-algorithms-and-machine-learning fundamentals data structures

bookmark sesame.com · 11 min Crossing the uncanny valley ofconversational voice fundamentals

bookmark jax-ml.github.io · 25 min How to Think About TPUs implementations ai accelerators optimization

bookmark arxiv.org · 6h 12m Fundamental Components of Deep Learning: A category-theoretic approach theory category theory

bookmark github.com · 16 min yataobian/awesome-ebm: Collecting research materials on EBM/EBL (Energy Based Models, Energy Based Learning) fundamentals diffusion

bookmark thegregyang.com · 7 min Greg Yang fundamentals attention mechanisms

bookmark justinmath.com · 20 min How to get from high school math to cutting-edge ML/AI: a detailed 4-stage roadmap with links to the best learning resources that I’m aware of. fundamentals learning resources

bookmark arxiv.org · 2h 28m Recommender Systems: A Primer recommender systems

bookmark karpathy.github.io · 19 min A Recipe for Training Neural Networks fundamentals

bookmark arxiv.org · 32 min Root Mean Square Layer Normalization fundamentals

bookmark microsoft.com · 22h 37m Pattern Recognition and Machine Learning fundamentals

bookmark arxiv.org · 5h 7m Three Decades of Activations: A Comprehensive Survey of 400 Activation Functions for Neural Networks fundamentals

bookmark medium.com · 8 min Revisiting Deep Learning as a Non-Equilibrium Process fundamentals epistemology

bookmark fleuret.org · 1h 36m þÿThe Little Book of Deep Learning fundamentals gpus
bookmark proceedings.neurips.cc · 26 min Sequence to Sequence Learning with Neural Networks fundamentals

bookmark fleuret.org · 5 min Deep Learning Course fundamentals

bookmark github.com · 2 min ageron/handson-ml3: A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2. fundamentals educational resources

bookmark rauterberg.employee.id.tue.nl · 10 min Turing-1951 Intelligent Machinery-a Heretical Theory fundamentals learning mind

bookmark programmathically.com · 5 min Understanding The Exploding and Vanishing Gradients Problem fundamentals
bookmark github.com · 2 min fastai/fastbook: The fastai book, published as Jupyter Notebooks fundamentals courses
bookmark blog.matdmiller.com · 1 min Transformers From Scratch implementations attention mechanisms

bookmark arxiv.org · 28 min An overview of gradient descent optimization algorithms∗ fundamentals

bookmark machinelearningmastery.com · 9 min Deep Learning for Natural Language Processing fundamentals
bookmark github.com · 3 min GitHub - SkalskiP/courses: This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI) fundamentals

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