diff --git a/networks.rkt b/networks.rkt
index ba422d7..7ec0bd9 100644
--- a/networks.rkt
+++ b/networks.rkt
@@ -48,7 +48,7 @@
    tabulate-state+headers tabulate-state+headers/boolean
    tabulate-network tabulate-network+headers
 
-   table+vars->network
+   table+vars->network table->network
    )
 
   (define-type (State a) (VariableMapping a))
@@ -983,6 +983,37 @@
       (check-false (f2 (hash 'x1 #t 'x2 #f)))
       (check-true (f2 (hash 'x1 #t 'x2 #t)))
 
+      (check-equal? (network-domains n)
+                    #hash((x1 . (#f #t)) (x2 . (#f #t))))))
+
+  (: table->network (All (a) (-> (Listof (Listof a)) (Network a))))
+  (define (table->network table)
+    (define n : Integer (quotient (length (car table)) 2))
+    (define var-names : (Listof Variable)
+      (for/list : (Listof Variable)
+                ([i (in-range 1 (add1 n))])
+        (format-symbol "x~a" i)))
+    (table+vars->network var-names table))
+
+  (module+ test
+    (test-case "table->network"
+      (define n (table->network '((#f #f #f #f)
+                                  (#f #t #f #t)
+                                  (#t #f #t #f)
+                                  (#t #t #t #t))))
+      (define f1 (hash-ref (network-functions n) 'x1))
+      (define f2 (hash-ref (network-functions n) 'x2))
+
+      (check-false (f1 (hash 'x1 #f 'x2 #f)))
+      (check-false (f1 (hash 'x1 #f 'x2 #t)))
+      (check-true (f1 (hash 'x1 #t 'x2 #f)))
+      (check-true (f1 (hash 'x1 #t 'x2 #t)))
+
+      (check-false (f2 (hash 'x1 #f 'x2 #f)))
+      (check-true (f2 (hash 'x1 #f 'x2 #t)))
+      (check-false (f2 (hash 'x1 #t 'x2 #f)))
+      (check-true (f2 (hash 'x1 #t 'x2 #t)))
+
       (check-equal? (network-domains n)
                     #hash((x1 . (#f #t)) (x2 . (#f #t))))))
   )
diff --git a/scribblings/networks.scrbl b/scribblings/networks.scrbl
index 4c3e057..e1e88f8 100644
--- a/scribblings/networks.scrbl
+++ b/scribblings/networks.scrbl
@@ -859,6 +859,19 @@ This function does not check whether the table is complete.
   (tabulate-network n))
 ]}
 
+@defproc[(table->network [table (Listof (Listof a))]) (Network a)]{
+
+Like @racket[table+vars->network], but generates variable names as
+@tt{xi}, where 1 ≤ @tt{i} ≤ number of variables.
+
+@ex[
+(let ([n (table->network '((#f #f #f #f)
+                           (#f #t #f #t)
+                           (#t #f #t #f)
+                           (#t #t #t #t)))])
+  (network-domains n))
+]}
+
 @section{Random functions and networks}
 
 @section{TBF/TBN and SBF/SBN}