changes in docs

doc/library/tensor/basic.txt

@@ -18,6 +18,9 @@ TensorType
 Creation
 ========
 
+A tensor variable can be created 
+
+
 Autocasting
 -----------
 
@@ -26,7 +29,6 @@ TODO: What does (or compatible) mean?  Talk about casting rules, refer .
 
 .. function:: as_tensor_variable(x, ...)
 
-    TODO: Link to 'autocasting'
 
 
 .. function:: lvector(name=None)
@@ -140,14 +142,6 @@ See also:
 Linear Algebra
 ==============
 
-
-
-Fourier Transforms
-==================
-
-[James has some code for this, but hasn't gotten it into the source tree yet.]
-=
-=======
 .. function:: dot(X, Y)
 
     :param X: left term
@@ -181,6 +175,13 @@ Fourier Transforms
 
     :return: tensor product
 
+
+
+Fourier Transforms
+==================
+
+[James has some code for this, but hasn't gotten it into the source tree yet.]
+
 Gradient / Differentiation
 ==========================
 

doc/tutorial/adding.txt

@@ -85,6 +85,7 @@ By calling ``T.dscalar`` with a string argument, you create a
 given name. If you provide no argument, the symbol will be unnamed. Names
 are not required, but they can help debugging.
 
+
 -------------------------------------------
 
 **Step 2**
@@ -150,14 +151,15 @@ by :ref:`broadcasting <libdoc_tensor_broadcastable>`.
 
 The following types are available:
 
-* **byte**: bscalar, bvector, bmatrix
-* **32-bit integers**: iscalar, ivector, imatrix
-* **64-bit integers**: lscalar, lvector, lmatrix
-* **float**: fscalar, fvector, fmatrix
-* **double**: dscalar, dvector, dmatrix
+* **byte**: bscalar, bvector, bmatrix, brow, bcol, btensor3, btensor4
+* **32-bit integers**: iscalar, ivector, imatrix, irow, icol, itensor3, itensor4
+* **64-bit integers**: lscalar, lvector, lmatrix, lrow, lcol, ltensor3, ltensor4
+* **float**: fscalar, fvector, fmatrix, frow, fcol, ftensor3, ftensor4
+* **double**: dscalar, dvector, dmatrix, drow, dcol, dtensor3, dtensor4
+* **complex**: cscalar, cvector, cmatrix, crow, ccol, ctensor3, ctensor4
 
 The previous list is not exhaustive. A guide to all types compatible
-with numpy arrays may be found :ref:`here <predefinedtypes>`.
+with numpy arrays may be found :ref:`here <libdoc_tensor_creation>`.
 
 .. note::
 

doc/tutorial/index.txt

@@ -27,5 +27,4 @@ installation (see :ref:`install`).
     modes
     remarks
     debug_faq
-    tools
 

doc/tutorial/modes.txt

@@ -27,6 +27,15 @@ overridden by setting `theano.compile.mode.default_mode` directly,
 which can in turn be overridden by passing the keyword argument to
 :ref:`theano.function <libdoc_compile_function>`.
 
+================= =============================================================== ===============================================================================
+short name        Full constructor                                                What does it do?
+================= =============================================================== ===============================================================================
+(default)         ``compile.mode.Mode(linker='py', optimizer=None)``              Python implementations with zero graph modifications.
+FAST_COMPILE      ``compile.mode.Mode(linker='c|py', optimizer='fast_compile')``  C implementations where available, quick and cheap graph transformations
+FAST_RUN          ``compile.mode.Mode(linker='c|py', optimizer='fast_run')``      C implementations where available, all available graph transformations.
+DEBUG_MODE        ``compile.debugmode.DebugMode()``                               Both implementations where available, all available graph transformations.
+================= =============================================================== ===============================================================================
+
 
 
 .. _using_debugmode: