diff --git a/Gopkg.lock b/Gopkg.lock
new file mode 100644
index 0000000..234b4e3
--- /dev/null
+++ b/Gopkg.lock
@@ -0,0 +1,678 @@
+# This file is autogenerated, do not edit; changes may be undone by the next 'dep ensure'.
+
+
+[[projects]]
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+  digest = "1:7618ef9488c1df3c71d1f08fe5039e27860c243a1d0bb53ae5077aaa26afe5ee"
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+  packages = ["pdf"]
+  pruneopts = "UT"
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+
+[[projects]]
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+  packages = ["."]
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+
+[[projects]]
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+[[projects]]
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+  packages = [
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+    "lists",
+    "lists/arraylist",
+    "trees",
+    "trees/binaryheap",
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+[[projects]]
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+    "ptypes",
+    "ptypes/any",
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+    "ptypes/timestamp",
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+[[projects]]
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+    "blas64",
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+[[projects]]
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+  name = "github.com/gonum/internal"
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+  ]
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+[[projects]]
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+[[projects]]
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+    "plotter",
+    "plotutil",
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+    "vg/vgeps",
+    "vg/vgimg",
+    "vg/vgpdf",
+    "vg/vgsvg",
+  ]
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+    "tap",
+  ]
+  pruneopts = "UT"
+  revision = "8dea3dc473e90c8179e519d91302d0597c0ca1d1"
+  version = "v1.15.0"
+
+[[projects]]
+  digest = "1:866df945fc92cd221d2b384dca7de5f3131a6113b9f72a7a8019ae5046abe828"
+  name = "gopkg.in/src-d/go-billy.v4"
+  packages = [
+    ".",
+    "helper/chroot",
+    "helper/polyfill",
+    "osfs",
+    "util",
+  ]
+  pruneopts = "UT"
+  revision = "982626487c60a5252e7d0b695ca23fb0fa2fd670"
+  version = "v4.3.0"
+
+[[projects]]
+  digest = "1:336779a462e14e1802fef62517172dee311db2224f62391167f969cea6637a7d"
+  name = "gopkg.in/src-d/go-git.v4"
+  packages = [
+    ".",
+    "config",
+    "internal/revision",
+    "plumbing",
+    "plumbing/cache",
+    "plumbing/filemode",
+    "plumbing/format/config",
+    "plumbing/format/diff",
+    "plumbing/format/gitignore",
+    "plumbing/format/idxfile",
+    "plumbing/format/index",
+    "plumbing/format/objfile",
+    "plumbing/format/packfile",
+    "plumbing/format/pktline",
+    "plumbing/object",
+    "plumbing/protocol/packp",
+    "plumbing/protocol/packp/capability",
+    "plumbing/protocol/packp/sideband",
+    "plumbing/revlist",
+    "plumbing/storer",
+    "plumbing/transport",
+    "plumbing/transport/client",
+    "plumbing/transport/file",
+    "plumbing/transport/git",
+    "plumbing/transport/http",
+    "plumbing/transport/internal/common",
+    "plumbing/transport/server",
+    "plumbing/transport/ssh",
+    "storage",
+    "storage/filesystem",
+    "storage/filesystem/dotgit",
+    "storage/memory",
+    "utils/binary",
+    "utils/diff",
+    "utils/ioutil",
+    "utils/merkletrie",
+    "utils/merkletrie/filesystem",
+    "utils/merkletrie/index",
+    "utils/merkletrie/internal/frame",
+    "utils/merkletrie/noder",
+  ]
+  pruneopts = "UT"
+  revision = "d3cec13ac0b195bfb897ed038a08b5130ab9969e"
+  version = "v4.7.0"
+
+[[projects]]
+  digest = "1:78d374b493e747afa9fbb2119687e3740a7fb8d0ebabddfef0a012593aaecbb3"
+  name = "gopkg.in/warnings.v0"
+  packages = ["."]
+  pruneopts = "UT"
+  revision = "ec4a0fea49c7b46c2aeb0b51aac55779c607e52b"
+  version = "v0.1.2"
+
+[solve-meta]
+  analyzer-name = "dep"
+  analyzer-version = 1
+  input-imports = [
+    "github.com/berkmancenter/ridge",
+    "github.com/boltdb/bolt",
+    "github.com/gonum/blas/blas64",
+    "github.com/gonum/floats",
+    "github.com/gonum/matrix/mat64",
+    "github.com/gonum/plot",
+    "github.com/gonum/plot/plotter",
+    "github.com/gonum/plot/plotutil",
+    "github.com/gonum/plot/vg",
+    "github.com/gonum/stat",
+    "github.com/gonum/stat/distuv",
+    "github.com/kniren/gota/dataframe",
+    "github.com/lib/pq",
+    "github.com/lytics/anomalyzer",
+    "github.com/mash/gokmeans",
+    "github.com/montanaflynn/stats",
+    "github.com/pachyderm/pachyderm/src/client",
+    "github.com/patrickmn/go-cache",
+    "github.com/sajari/regression",
+    "github.com/sjwhitworth/golearn/base",
+    "github.com/sjwhitworth/golearn/ensemble",
+    "github.com/sjwhitworth/golearn/evaluation",
+    "github.com/sjwhitworth/golearn/filters",
+    "github.com/sjwhitworth/golearn/knn",
+    "github.com/sjwhitworth/golearn/naive",
+    "github.com/sjwhitworth/golearn/trees",
+    "github.com/tensorflow/tensorflow/tensorflow/go",
+    "github.com/tensorflow/tensorflow/tensorflow/go/op",
+    "gonum.org/v1/gonum/integrate",
+    "gonum.org/v1/gonum/mat",
+  ]
+  solver-name = "gps-cdcl"
+  solver-version = 1
diff --git a/Gopkg.toml b/Gopkg.toml
new file mode 100644
index 0000000..03d2612
--- /dev/null
+++ b/Gopkg.toml
@@ -0,0 +1,75 @@
+[[constraint]]
+  branch = "master"
+  name = "github.com/berkmancenter/ridge"
+
+[[constraint]]
+  name = "github.com/boltdb/bolt"
+  version = "1.3.1"
+
+[[constraint]]
+  branch = "master"
+  name = "github.com/gonum/blas"
+
+[[constraint]]
+  branch = "master"
+  name = "github.com/gonum/floats"
+
+[[constraint]]
+  branch = "master"
+  name = "github.com/gonum/matrix"
+
+[[constraint]]
+  branch = "errors"
+  name = "github.com/gonum/plot"
+
+[[constraint]]
+  branch = "master"
+  name = "github.com/gonum/stat"
+
+[[constraint]]
+  name = "github.com/kniren/gota"
+  version = "0.9.0"
+
+[[constraint]]
+  name = "github.com/lib/pq"
+  version = "1.0.0"
+
+[[constraint]]
+  branch = "master"
+  name = "github.com/lytics/anomalyzer"
+
+[[constraint]]
+  name = "github.com/mash/gokmeans"
+  version = "0.1.0-alpha"
+
+[[constraint]]
+  name = "github.com/montanaflynn/stats"
+  version = "0.3.0"
+
+[[constraint]]
+  name = "github.com/pachyderm/pachyderm"
+  version = "1.7.10"
+
+[[constraint]]
+  name = "github.com/patrickmn/go-cache"
+  version = "2.1.0"
+
+[[constraint]]
+  name = "github.com/sajari/regression"
+  version = "1.0.0"
+
+[[constraint]]
+  branch = "master"
+  name = "github.com/sjwhitworth/golearn"
+
+[[constraint]]
+  name = "github.com/tensorflow/tensorflow"
+  version = "1.11.0"
+
+[[constraint]]
+  branch = "master"
+  name = "gonum.org/v1/gonum"
+
+[prune]
+  go-tests = true
+  unused-packages = true
diff --git a/README.md b/README.md
index e0ac04f..95a1ecc 100644
--- a/README.md
+++ b/README.md
@@ -34,8 +34,8 @@ A complete Go environment including Go, an editor, and related default or
 custom environment variables defined. You can, for example, follow this guide
 at https://www.goinggo.net/2016/05/installing-go-and-your-workspace.htm
 l.
-Various Go dependencies. These can be obtained as they are needed via go get
-....
+Various Go dependencies. These can be obtained as they are needed via `dep
+ensure -v`
 Then, to run the examples related to some of the advanced topics, such as data pipelining
 and deep learning, you will need a few additional things:
 An installation or deployment of Pachyderm. You can follow these docs to get