🧪 A deep dive into permutations and their connection with doubly stochastic matrices, matrix scaling and Sinkhorn distance: www.linearalgebraforprogrammers.com/series/permu...
26.06.2025 09:04
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🧪 A deep dive into permutations and their connection with doubly stochastic matrices, matrix scaling and Sinkhorn distance: www.linearalgebraforprogrammers.com/series/permu...
Has it been suspended just for the day or for the next few days?
I looked at how a client is created since it is the one interfacing with the model: github.com/modelcontext...
What's still unclear is how it is extensible to other models than Claude. I guess their MCP client definition would adhere to their own LLM's behavior.
Looked into it and it's a lot simpler than I imagined. MCP is built on top of the function api. They standardized the tools specification and usage, and created a closed loop system to continue the conversation with the LLM. This standardization also allows one to share their tools with anyone.
Is there any info available on how MCP Client interfaces with the ML model itself? As in how/when is the token prediction stopped/resumed to use an available tool, how are query and generation contexts updated etc (under the hood workings of `self.anthropic.messages.create` basically) etc
Presenting a simpler derivation of the ODE governing the dynamics of Continuous Normalizing Flows along with a clear interpretation of the equation:
www.linearalgebraforprogrammers.com/blog/continu...
#linearalgebra #ode #math #ml 🧪
Nice Jacobians for normalizing flows
www.linearalgebraforprogrammers.com/blog/jacobia...
A short overview of Jacobians with easy to calculate determinants used in normalizing flows
#linearalgebra #math #ml
A new series is up on LA for Programmers: Matrix Calculus and AutoDiff.
www.linearalgebraforprogrammers.com/series/matri...
#linearalgebra #math #autodiff
Three interpretations of matrix products
Hacker news: news.ycombinator.com/item?id=3947...
Link to article: www.linearalgebraforprogrammers.com/blog/matmul_...
The third interpretation is the least known for some reason.
#linearalgebra #math
The website www.linearalgebraforprogrammers.com is available in dark mode now.
#linearalgebra #math
Different ways to describe rotations in 2D, 3D and higher dimensional spaces
A series on the different ways we understand and describe rotations (2D matrices → Quaternions → Clifford algebra → Lie algebra):
www.linearalgebraforprogrammers.com/series/rotat...
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