prepare for v0.0.7

NEWS.md

@@ -1,4 +1,9 @@
-$ v0.0.6 (2015.12.02)
+# v0.0.7 (2015.12.14)
+
+* Fix compatability with Julia v0.4.2 (@BigEpsilon)
+* Metrics in epoch callbacks (@kasiabozek)
+
+# v0.0.6 (2015.12.02)
 
 * Variants of Xaiver initializers (@vchuravy)
 * More arithmetic operators on symbolic nodes

docs/api/io.rst

@@ -324,7 +324,7 @@ libmxnet data providers
 
 
    :param prefetch_buffer: Backend Param: Number of prefetched parameters
-   :type prefetch_buffer: long (non-negative), optional, default=4
+   :type prefetch_buffer: , optional, default=4
 
 
    :param rand_crop: Augmentation Param: Whether to random crop on the image
@@ -467,7 +467,7 @@ libmxnet data providers
 
 
    :param prefetch_buffer: Backend Param: Number of prefetched parameters
-   :type prefetch_buffer: long (non-negative), optional, default=4
+   :type prefetch_buffer: , optional, default=4
 
    :return: the constructed :class:`MXDataProvider`.
 

docs/api/ndarray.rst

@@ -444,6 +444,17 @@ Public APIs
 
 
 
+.. function:: ceil(...)
+
+   Take ceil value of the src
+
+   :param src: Source input to the function
+   :type src: NDArray
+
+
+
+
+
 .. function:: choose_element_0index(...)
 
    Choose one element from each line(row for python, column for R/Julia) in lhs according to index indicated by rhs. This function assume rhs uses 0-based index.
@@ -478,6 +489,17 @@ Public APIs
 
 
 
+.. function:: cos(...)
+
+   Take cos of the src
+
+   :param src: Source input to the function
+   :type src: NDArray
+
+
+
+
+
 .. function:: dot(...)
 
    Calcuate 2D matrix multiplication
@@ -504,6 +526,17 @@ Public APIs
 
 
 
+.. function:: floor(...)
+
+   Take floor value of the src
+
+   :param src: Source input to the function
+   :type src: NDArray
+
+
+
+
+
 .. function:: log(...)
 
    Take log of the src
@@ -515,6 +548,28 @@ Public APIs
 
 
 
+.. function:: max(...)
+
+   Take max of the src.The result will be ndarray of shape (1,) on the same device.
+
+   :param src: Source input to the function
+   :type src: NDArray
+
+
+
+
+
+.. function:: min(...)
+
+   Take min of the src.The result will be ndarray of shape (1,) on the same device.
+
+   :param src: Source input to the function
+   :type src: NDArray
+
+
+
+
+
 .. function:: norm(...)
 
    Take L2 norm of the src.The result will be ndarray of shape (1,) on the same device.
@@ -526,6 +581,50 @@ Public APIs
 
 
 
+.. function:: round(...)
+
+   Take round value of the src
+
+   :param src: Source input to the function
+   :type src: NDArray
+
+
+
+
+
+.. function:: rsqrt(...)
+
+   Take rsqrt of the src
+
+   :param src: Source input to the function
+   :type src: NDArray
+
+
+
+
+
+.. function:: sign(...)
+
+   Take sign value of the src
+
+   :param src: Source input to the function
+   :type src: NDArray
+
+
+
+
+
+.. function:: sin(...)
+
+   Take sin of the src
+
+   :param src: Source input to the function
+   :type src: NDArray
+
+
+
+
+
 .. function:: sqrt(...)
 
    Take sqrt of the src
@@ -547,6 +646,17 @@ Public APIs
 
 
 
+
+.. function:: sum(...)
+
+   Take sum of the src.The result will be ndarray of shape (1,) on the same device.
+
+   :param src: Source input to the function
+   :type src: NDArray
+
+
+
+
 Internal APIs
 ^^^^^^^^^^^^^
 

docs/api/optimizer.rst

@@ -80,6 +80,15 @@ Common interfaces
 
 
 
+.. class:: LearningRate.Inv
+
+   :math:`\eta_t = \eta_0 * (1 + \gamma * t)^(-power)`.
+   Here :math:`t` is the epoch count, or the iteration count if ``decay_on_iteration``
+   is set to true.
+
+
+
+
 .. function:: get_momentum(scheduler, state)
 
    :param AbstractMomentumScheduler scheduler: the momentum scheduler.