commit d75f3fa664e0a57014998ee09f3fd4590aef0235
parent 90a479bdf99f27ff911ce9e0e8d3fb0e3661dd38
Author: Andrew <andrewlaack1@gmail.com>
Date: Wed, 28 Aug 2024 12:03:26 -0500
took notes from yesterday
Diffstat:
6 files changed, 50 insertions(+), 4 deletions(-)
diff --git a/Binomial.md b/Binomial.md
@@ -0,0 +1,8 @@
+:stats: :prob:
+# Binomial
+
+Ch 1.3
+
+## Notes
+
+**Definition:** A binomial is the combination of two values in the form of (x + y).
diff --git a/DistinguishablePermutation.md b/DistinguishablePermutation.md
@@ -0,0 +1,8 @@
+:prob: :stats:
+# Distinguishable Permutation
+
+Ch 1.3
+
+## Notes
+
+**Definition:** A distinguishable permutation is a permutation that can be distinguished from all other permutations.
diff --git a/LinearAlgebra.md b/LinearAlgebra.md
@@ -7,6 +7,19 @@ The basis of linear algebra is solving systems of equations.
## Links
+Linear Algebra Done Right:
+
+Chapter 1:
+ - Vector Space
+ - Tuple (list - finite)
+ - real vector space
+ - complex vector space
+ - subspace (also a vector space)
+ - sum (of vector space)
+ - direct sum
+
+Khan Academy:
+
Khan Unit 1 (mostly):
- [[Matrix.md]]
- [[LinearEquations.md]]
diff --git a/MultinomialCoefficient.md b/MultinomialCoefficient.md
@@ -0,0 +1,15 @@
+:stats: :prob:
+# Multinomial Coefficient
+
+Ch 1.3
+
+## Notes
+
+**Definition:** A multinomial coefficient is a form of binomial coefficient where the bottom of the binomial coefficient is multiple numbers.
+
+Calculating the multinomial is quite simple. Assume we have 3,3,4 on the bottom and 10 on the top. We can find the multinomial coefficient by finding the following:
+
+( 10 ) = (10!)/(3!3!4!) = 4200
+(3,3,4)
+
+The above means that there are 4200 possible permutations that are of length 10 where we have 3 of one group, 3 of another group, and 4 of the final group.
diff --git a/StatisticsAndProbability.md b/StatisticsAndProbability.md
@@ -29,7 +29,9 @@ Chapter 1.3:
- [Permutation](Permutation.md)
- [BinomialCoefficient](BinomialCoefficient.md)
- [OrderedSample](OrderedSample.md)
-
+ - [Binomial](Binomial.md)
+ - [DistinguishablePermutation](DistinguishablePermutation.md)
+ - [MultinomialCoefficient](MultinomialCoefficient.md)
---
diff --git a/index.md b/index.md
@@ -38,6 +38,9 @@ Stats + Prob
Lin-alg
- [ ] Cofactor (define)
- [ ] Minors
+ - [ ] SVD
+ - [ ] PCA
+ - [ ] Norms (for regression)
ML
- [ ] RNN
@@ -46,6 +49,3 @@ ML
- [ ] Transformer
- [ ] KAN
- [ ] Linear Regression statistical approach
-
-Algorithms
- - [ ] Fisher-Yates (Knuth) shuffle algorithm
