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Fix documentation bits that point to old pages.

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This commit is contained in:
Ryan Curtin
2019-03-21 18:43:45 -04:00
parent 6faf0b7827
commit 5ca0aff1f9
6 changed files with 63 additions and 59 deletions
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doc/guide/python_quickstart.hpp
+12 -12
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@@ -119,17 +119,17 @@ list of all the mlpack functionality offered through Python, split into some
categories.
- Classification techniques: <tt><a
href="http://www.mlpack.org/docs/mlpack-git/python/adaboost.html">adaboost()</a></tt>, <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/decision_stump.html">decision_stump()</a></tt>, <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/decision_tree.html">decision_tree()</a></tt>, <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/hmm_train.html">hmm_train()</a></tt>, <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/hmm_generate.html">hmm_generate()</a></tt>, <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/hmm_loglik.html">hmm_loglik()</a></tt>, <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/hmm_viterbi.html">hmm_viterbi()</a></tt>, <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/hoeffding_tree.html">hoeffding_tree()</a></tt>, <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/logistic_regression.html">logistic_regression()</a></tt>, <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/nbc.html">nbc()</a></tt>, <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/perceptron.html">perceptron()</a></tt>, <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/random_forest.html">random_forest()</a></tt>, <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/softmax_regression.html">softmax_regression()</a></tt>, <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/cf.html">cf()</a></tt>
href="http://www.mlpack.org/doc/mlpack-git/python/adaboost.html">adaboost()</a></tt>, <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/decision_stump.html">decision_stump()</a></tt>, <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/decision_tree.html">decision_tree()</a></tt>, <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/hmm_train.html">hmm_train()</a></tt>, <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/hmm_generate.html">hmm_generate()</a></tt>, <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/hmm_loglik.html">hmm_loglik()</a></tt>, <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/hmm_viterbi.html">hmm_viterbi()</a></tt>, <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/hoeffding_tree.html">hoeffding_tree()</a></tt>, <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/logistic_regression.html">logistic_regression()</a></tt>, <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/nbc.html">nbc()</a></tt>, <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/perceptron.html">perceptron()</a></tt>, <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/random_forest.html">random_forest()</a></tt>, <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/softmax_regression.html">softmax_regression()</a></tt>, <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/cf.html">cf()</a></tt>
- Distance-based problems: <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/approx_kfn.html">approx_kfn()</a></tt>, <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/emst.html">emst()</a></tt>, <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/fastmks.html">fastmks()</a></tt>, <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/kfn.html">kfn()</a></tt>, <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/knn.html">knn()</a></tt>, <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/krann.html">krann()</a></tt>, <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/lsh.html">lsh()</a></tt>, <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/det.html">det()</a></tt>
- Distance-based problems: <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/approx_kfn.html">approx_kfn()</a></tt>, <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/emst.html">emst()</a></tt>, <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/fastmks.html">fastmks()</a></tt>, <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/kfn.html">kfn()</a></tt>, <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/knn.html">knn()</a></tt>, <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/krann.html">krann()</a></tt>, <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/lsh.html">lsh()</a></tt>, <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/det.html">det()</a></tt>
- Clustering: <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/kmeans.html">kmeans()</a></tt>, <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/mean_shift.html">mean_shift()</a></tt>, <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/gmm_train.html">gmm_train()</a></tt>, <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/gmm_generate.html">gmm_generate()</a></tt>, <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/gmm_probability.html">gmm_probability()</a></tt>
- Clustering: <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/kmeans.html">kmeans()</a></tt>, <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/mean_shift.html">mean_shift()</a></tt>, <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/gmm_train.html">gmm_train()</a></tt>, <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/gmm_generate.html">gmm_generate()</a></tt>, <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/gmm_probability.html">gmm_probability()</a></tt>
- Transformations: <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/pca.html">pca()</a></tt>, <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/radical.html">radical()</a></tt>, <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/local_coordinate_coding.html">local_coordinate_coding()</a></tt>, <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/sparse_coding.html">sparse_coding()</a></tt>, <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/nca.html">nca()</a></tt>, <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/kernel_pca.html">kernel_pca()</a></tt>
- Transformations: <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/pca.html">pca()</a></tt>, <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/radical.html">radical()</a></tt>, <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/local_coordinate_coding.html">local_coordinate_coding()</a></tt>, <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/sparse_coding.html">sparse_coding()</a></tt>, <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/nca.html">nca()</a></tt>, <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/kernel_pca.html">kernel_pca()</a></tt>
- Regression: <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/linear_regression.html">linear_regression()</a></tt>, <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/lars.html">lars()</a></tt>
- Regression: <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/linear_regression.html">linear_regression()</a></tt>, <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/lars.html">lars()</a></tt>
- Preprocessing/other: <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/preprocess_binarize.html">preprocess_binarize()</a></tt>, <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/preprocess_split.html">preprocess_split()</a></tt>, <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/preprocess_describe.html">preprocess_describe()</a></tt>, <tt><a href="http://www.mlpack.org/docs/mlpack-git/python/nmf.html">nmf()</a></tt>
- Preprocessing/other: <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/preprocess_binarize.html">preprocess_binarize()</a></tt>, <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/preprocess_split.html">preprocess_split()</a></tt>, <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/preprocess_describe.html">preprocess_describe()</a></tt>, <tt><a href="http://www.mlpack.org/doc/mlpack-git/python/nmf.html">nmf()</a></tt>
For more information on what mlpack does, see http://www.mlpack.org/about.html.
Next, let's go through another example for providing movie recommendations with
@@ -138,7 +138,7 @@ mlpack.
@section python_quickstart_movierecs Using mlpack for movie recommendations
In this example, we'll train a collaborative filtering model using mlpack's
<tt><a href="http://www.mlpack.org/docs/mlpack-git/python/cf.html">cf()</a></tt> method. We'll train this on the MovieLens dataset from
<tt><a href="http://www.mlpack.org/doc/mlpack-git/python/cf.html">cf()</a></tt> method. We'll train this on the MovieLens dataset from
https://grouplens.org/datasets/movielens/, and then we'll use the model that we
train to give recommendations.
@@ -204,7 +204,7 @@ Now that you have done some simple work with mlpack, you have seen how it can
easily plug into a data science workflow in Python. A great thing to do next
would be to look at more documentation for the Python mlpack bindings:
- <a href="http://www.mlpack.org/docs/mlpack-git/python.html">Python mlpack
- <a href="http://www.mlpack.org/doc/mlpack-git/python_documentation.html">Python mlpack
binding documentation</a>
Also, mlpack is much more flexible from C++ and allows much greater
@@ -212,13 +212,13 @@ functionality. So, more complicated tasks are possible if you are willing to
write C++ (or perhaps Cython). To get started learning about mlpack in C++, the
following resources might be helpful:
- <a href="http://www.mlpack.org/docs/mlpack-git/doxygen/tutorials.html">mlpack
- <a href="http://www.mlpack.org/doc/mlpack-git/doxygen/tutorials.html">mlpack
C++ tutorials</a>
- <a href="http://www.mlpack.org/docs/mlpack-git/doxygen/build.html">mlpack
- <a href="http://www.mlpack.org/doc/mlpack-git/doxygen/build.html">mlpack
build and installation guide</a>
- <a href="http://www.mlpack.org/docs/mlpack-git/doxygen/sample.html">Simple
- <a href="http://www.mlpack.org/doc/mlpack-git/doxygen/sample.html">Simple
sample C++ mlpack programs</a>
- <a href="http://www.mlpack.org/docs/mlpack-git/doxygen/index.html">mlpack
- <a href="http://www.mlpack.org/doc/mlpack-git/doxygen/index.html">mlpack
Doxygen documentation homepage</a>
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