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Machine Learning
Autonomous Agents
Notes of Artificial Intelligence and Machine Learning.
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Machine Learning
Freedom Preetham
in
Autonomous Agents
Aug 15
The Scale and Complexity of Protein-Ligand Binding: A Mathematical Perspective on OOD Errors
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Freedom Preetham
in
Autonomous Agents
Aug 7
Part 4 — Non Local Interactions in AGI through Weighted Choquard Equation
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12
Freedom Preetham
in
Autonomous Agents
Jul 24
The Elegance of Deep Learning Lies in Its Empirics, Not in Its Lines of Code
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154
Freedom Preetham
in
Autonomous Agents
Jul 21
Understanding the Hidden Bias of Transformers in Machine Learning
A General Summary Without Any Math.
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1
Freedom Preetham
in
Autonomous Agents
Jul 13
Part 2 : SciML — A Mathematical account of PDE Solvers, Discoverers and Operator Learning
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106
Freedom Preetham
in
Autonomous Agents
Jul 10
Part 3: Biological Operators to Math Operators ~ Mixture of Operators for Modeling Genomic Aberrations
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104
Freedom Preetham
in
Autonomous Agents
Jul 7
Part 1: SciML — Why Transformers Fall Short in Scientific Computing
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120
Freedom Preetham
in
Autonomous Agents
Jul 2
Rethinking Memory in AI: Fractional Laplacians and Long-Range Interactions
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Freedom Preetham
in
Autonomous Agents
May 28
Advanced Attention Mechanisms for Long Sequence Transformers
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3
Freedom Preetham
in
Autonomous Agents
May 28
Math Behind Positional Embeddings in Transformer Models
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4