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Deep Learning
Autonomous Agents
Notes of Artificial Intelligence and Machine Learning.
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Deep Learning
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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103
Freedom Preetham
in
Autonomous Agents
Jul 7
Part 1: SciML — Why Transformers Fall Short in Scientific Computing
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114
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
Jun 14
Understanding Math Behind Chinchilla Laws
Optimizing LLM Performance through Compute-Efficiency
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Freedom Preetham
in
Autonomous Agents
Jun 13
Part 2 — An Advanced Thesis: Learning from Joint Distributions
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103
Freedom Preetham
in
Autonomous Agents
Jun 13
Part 1 — How Many Cat Pictures? Does AI Really Need Big Data?
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103
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
Freedom Preetham
in
Autonomous Agents
May 3
Comprehensive Breakdown of Selective Structured State Space Model — Mamba (S5).
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20
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Freedom Preetham
in
Autonomous Agents
Apr 23
Part 3 — Randomized Algo and Spectral Decomposition for High-Dimensional Fractional Laplacians
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3