Update NEWS.txt

NEWS.txt

@@ -4,7 +4,7 @@ Updates in the Trunk since the last release:
 
 https://github.com/Theano/Theano/wiki/Devnews
 git log rel-0.6rc1.. | grep --color=auto -i merge | less
-done up to PR 1066
+done up to PR 1074
 
 
 =============
@@ -22,16 +22,17 @@ Highlight:
  * Crash fix
 
 Commiters for this rc2 only:
-Razvan P.
-Pascal L.
-Fred
-Ian G.
+Razvan Pascanu
+Pascal Lamblin
+Frederic Bastien
+Ian Goodfellow
 Jeremiah Lowin
 Caglar Gulcehre
 Jey Kottalam
 Matthew Rocklin
 abalkin
 
+
 Regression in 0.6rc1 fixed:
  * Fix the scan gradient dtype issue. In 0.6rc1, some upcast where inserted. (Razvan P.)
  * Now grad() will do as before the 0.6rc1, i.e. the grad dtype will be the same as the inputs inside the graph. If you ask for the direct grad, it will return the computed dtype. (Pascal L.)
@@ -50,6 +51,11 @@ Interface change:
  * Now we only support officialy scipy 0.7.2 and numpy 1.5.0 (Frederic B.)
    We wheren't and aren't testing with older version.
  * The theano.sparse.SparseType is available event when scipy is not (Frederic B.)
+ * Fixes issue where members of consider_constant grad parameter
+   were treated differently from Constant variables. (Ian G.)
+ * Remove the parameter g_cost to theano.grad(). (Ian G.)
+   Use the new more powerfull parameter known_grads instead.
+
 
 Speed up:
  * A C version of the SoftMax op (Razvan P.)
@@ -65,6 +71,7 @@ Speed up:
  * C code for the View Op (Razvan P., Pascal L.)
 
 New Feature:
+ * Added a monitoring mode "MonitorMode" as a debugging tool. (Olivier D.)
  * Allow interger axes when keepdims==True (Jeremiah Lowin)
  * Add erfinv and erfcinv op. (Jey Kottalam)
  * Added tensor.batched_dot(). (Caglar Gulcehre)
@@ -102,7 +109,12 @@ Crash Fix:
  * Fix import problem on PiCloud (Jeremiah Lowin)
     * You need to use the c|py linker with the default
       environment. Otherwise, you need to create your own environment.
+ * Fix a crash during optimization when we take a subtensor of a constant with a non constant index. (Ian G.)
+ * Better handling and error message of gradients on integer. (Ian G.)
+ * Fixes a crash where Scan assumed all TypeErrors raised by the grad function were due to undefined gradients (Ian G.)
 
+Other:
+ * Doc typo fixes, Doc updates, Better error messages: Olivier D., David W.F., Frederic B., James B., Matthew Rocklin, Ian G., abalkin.
 
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 Release Notes