Sitelet https://github.com/cloudkj/lambda-ml/commits/master/src

Commits

History for

Commits on Nov 3, 2018

Use regularize function
cloudkj
committed
44aa43e

Commits on Nov 2, 2018

Pass in model object to gradient-descent-step
cloudkj
committed
bf9c04a

Commits on Oct 25, 2018

Refactor and simplify neural network functions and add more unit tests
cloudkj
committed
edf2f6c

Commits on Oct 23, 2018

Add option for specifying seed for stable neural network weights initialization
cloudkj
committed
6a5ac8f

Commits on Oct 13, 2018

Add single and complete linkage functions, linkage function as parameter, example worksheet, and documentation for hierarchical clustering
cloudkj
committed
2496ba9

Commits on Sep 7, 2018

Initial implementation of agglomerative clustering
cloudkj
committed
353f7e6

Commits on Sep 6, 2018

Add functions for distance computation
cloudkj
committed
044e67e

Commits on Sep 1, 2018

Add Jaccard distance function
cloudkj
committed
f1e4078

Commits on Jan 26, 2018

Add API for specifying activation functions for neural network layers
cloudkj
committed
12dc959

Commits on Nov 8, 2017

Fold sorted vector into knn search and remove incomplete priority queue implementation
cloudkj
committed
b40d096

Commits on Jan 21, 2017

Add non-negative matrix factorization
cloudkj
committed
de29c94

Commits on Dec 29, 2016

Add usage examples
cloudkj
committed
1729335

Commits on Dec 24, 2016

Fix comment padding
cloudkj
committed
af7c938
Move example usage to code docs
cloudkj
committed
d7b1e78
Move example usage to code docs
cloudkj
committed
a46c8cd
Move example usage into code docs
cloudkj
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48a58db
Document example usage directly in code
cloudkj
committed
2ed80ef
Rename knn namespace
cloudkj
committed
eeb66f5

Commits on Dec 21, 2016

Refactor naive Bayes interface
cloudkj
committed
c8669b0
Move proximity search into DBSCAN namespace
cloudkj
committed
ed81ac7
Add classifier and regressor wrappers around k-nearest neighbors
cloudkj
committed
d3158dd

Commits on Dec 20, 2016

Add random forest wrapper around bagged ensemble of decision trees
cloudkj
committed
4d14968

Commits on Dec 17, 2016

Add bagging classifier, regressor, and feature bagging for decision tree
cloudkj
committed
bd1314d

Commits on Nov 23, 2016

Add hyperparameters for decision tree (#4)
cloudkj
authored
9bf345c

Commits on Nov 21, 2016

Add median function
cloudkj
committed
f1f37a7

Commits on Nov 20, 2016

Add sampling with replacement
cloudkj
committed
17fef26
Add regression trees (#3)
cloudkj
authored
0ecbfc2

Commits on Nov 14, 2016

Add regression trees
cloudkj
committed
3ea5a75

Commits on Nov 11, 2016

Add codox configuration
cloudkj
committed
b5a5268
Move Gini impurity to metrics namespace
cloudkj
committed
a0cc17b
Add CART-based decision tree with Gini impurity (#1)
cloudkj
authored
58dc945

Commits on Sep 13, 2016

Clean up worksheets

cloudkj
authored and
Kelvin Jiang
committed
13b3956

Commits on Jun 13, 2016

KNN: Always use function to compute dimensional point before computing distance
cloudkj
committed
4d2643e

Commits on May 18, 2016