leaf 0.2.1

Machine Learning Framework for Hackers
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131

<a name="0.2.1"></a>
## 0.2.1 (2016-04-21)


#### Bug Fixes

* **sgd:**  initialize weight gradient history with zeroes ([68689955](https://github.com/autumnai/leaf/commit/68689955c29c5e061389067b4dd4729b71404ad0))
* **solvers:**  remove CUDA build flag ([1f5f6b87](https://github.com/autumnai/leaf/commit/1f5f6b87260f7b7c2d202d59cedc686c9c3f6b1e))

#### Breaking Changes

* **container:**  put sequential layer into container dir ([bb23b76b](https://github.com/autumnai/leaf/commit/bb23b76b41935a572135564c41c9df2b627d73d5), breaks [#](https://github.com/autumnai/leaf/issues/))

#### Features

* **container:**  put sequential layer into container dir ([bb23b76b](https://github.com/autumnai/leaf/commit/bb23b76b41935a572135564c41c9df2b627d73d5), breaks [#](https://github.com/autumnai/leaf/issues/))
* **features:**  change meaning of framework features ([58d72f50](https://github.com/autumnai/leaf/commit/58d72f50964f8ddc3fc43d5f8b91b31af5881a7d))
* **layers:**  add tanh layer ([b1d5ec91](https://github.com/autumnai/leaf/commit/b1d5ec913be86c91a58ac281151d2cdf1ca976aa))
* **serialization:**
  *  add deserialization ([df7c9d88](https://github.com/autumnai/leaf/commit/df7c9d88713cffbc50261c488e940f0926edfea4))
  *  add serialization ([cb1a1b4b](https://github.com/autumnai/leaf/commit/cb1a1b4b72eddcbba0414c32829f1e1e23b10ca1))

#### Performance

* **sgd:**  use GPU for computation of weight updates ([08fd965b](https://github.com/autumnai/leaf/commit/08fd965b19a64879bc364f488ebb393b07e3f413))
* **solver:**  don't zero fill weight gradients ([6c4482c5](https://github.com/autumnai/leaf/commit/6c4482c5c17de761516f3cce7e860e5651041ea1))


<a name="0.2.0"></a>
## 0.2.0 (2016-03-04)


#### Bug Fixes

* **convolution:**  add missing weight initialization ([79f71095](https://github.com/autumnai/leaf/commit/79f710955374daf1a878edfdf5dd5977edd75550))
* **dependency:**  make collenchyma version constraint stricter ([6b3f6af3](https://github.com/autumnai/leaf/commit/6b3f6af30005ebed40bf84b3dc9d36770db509a2))
* **nll:**  add NLLConfig to specify number of classes ([34568774](https://github.com/autumnai/leaf/commit/34568774ad0e491f7a31d624f68513b3dedaa14c))
* **reshape:**  fix reshaping of network input blobs ([20d97e9d](https://github.com/autumnai/leaf/commit/20d97e9d42161db7ac5aa95c48c8db04f8f950e9))
* **sequential:**  synchronize after forward/backward ([d1c1030f](https://github.com/autumnai/leaf/commit/d1c1030ff64166263012aad0572cdc7e2be865bf))
* **test:**  fix tests after adding collenchyma ([a7f8a695](https://github.com/autumnai/leaf/commit/a7f8a69521130289fc6b5a3eebc7f28133a7fac4))

#### Features

* **activations:**  add in-place activations ([920b6419](https://github.com/autumnai/leaf/commit/920b64191d642e8536deffdf55d7c26bf287a7b9))
* **convolution:**
  *  remove convolution axis ([a8345ee1](https://github.com/autumnai/leaf/commit/a8345ee1555c0c256f5a30cdabf7ebcc46d52455))
  *  add shared workspace for convolution layer ([f5f25c31](https://github.com/autumnai/leaf/commit/f5f25c31a4c8bd058cd576c789ba732241ab4496))
* **everything:**  introduce most of the changes for 0.2.0 ([1e0db777](https://github.com/autumnai/leaf/commit/1e0db7774b5bdb38615d444c881265ec7cec390e))
* **layer:**  add Sequential layer ([aaacc1ed](https://github.com/autumnai/leaf/commit/aaacc1edf351d2fb07f1f7a375cffac03d9932ed))
* **layers:**  implement Into<LayerType> for all layers ([b9a4e8f6](https://github.com/autumnai/leaf/commit/b9a4e8f6dd86fe1bd80a669ae1aa2e17a017c4c1))
* **license:**  change license to dual MIT/Apache-2.0 ([a06b7c52](https://github.com/autumnai/leaf/commit/a06b7c522c7e9f1c837b96ce27a9eca4b34d2bad))
* **reshape:**  added in-place functonality to reshape layer ([f03bfc20](https://github.com/autumnai/leaf/commit/f03bfc20711451493a8324cad553f7f2f00ffcbe))
* **solvers:**  reintroduce solvers for Layers ([0254a432](https://github.com/autumnai/leaf/commit/0254a432b0d990990564aed8c25b237bda15a685))

#### Performance

* **sequential:**  enable in-place inside Sequential containers ([5f0a40cb](https://github.com/autumnai/leaf/commit/5f0a40cba2becb86eb948363192895855fa49c75))


<a name="0.1.2"></a>
## 0.1.2 (2015-12-19)


#### Bug Fixes

* **dependency:**  make collenchyma version constraint stricter ([594f207c](https://github.com/autumnai/leaf/commit/594f207c129da424637285185ca804429d48c8b0))


<a name="0.1.1"></a>
## 0.1.1 (2015-11-30)


#### Bug Fixes

* **dependency:**  make collenchyma version constraint stricter ([355620ad](https://github.com/autumnai/leaf/commit/355620ad2383973267f3480715f0f160e60d9089))
* **test:**  fix tests after adding collenchyma ([cc0d340e](https://github.com/autumnai/leaf/commit/cc0d340eb9684970ec94d547edbacaa1805fc16f))



<a name="0.1.0"></a>
## 0.1.0 (2015-11-10)


#### Features

* **backend:**  switch to collenchyma and update blob ([7556f55a](https://github.com/autumnai/leaf/commit/7556f55a0bee3b8c73017cdb2023c37831fb5a33))
* **backpropagation:**  implemented backpropagation ([1e97f9d8](https://github.com/autumnai/leaf/commit/1e97f9d8c4ebe32f8fb521de0e1f7183ce78879e))
* **ci:**  Added travis for CI and doc building ([324ea1b0](https://github.com/autumnai/leaf/commit/324ea1b0c92439f447f589219be303ca9e952e87))
* **layer:**  progress on forwarding network; introducted ReadBlob and WriteBlob for Layers ([ab56a021](https://github.com/autumnai/leaf/commit/ab56a02156585747ade254ebaaa074f6c6102bc8))
* **network:**  network forwarding and helpers ([0415f637](https://github.com/autumnai/leaf/commit/0415f637bbcff9301afa5f6bd02a4188cc4022d9))
* **release:**  prepare for 0.0.1 ([52c5a95f](https://github.com/autumnai/leaf/commit/52c5a95f676b18298e14482648b82536bea00a18))
* **solver:**
  *  implement solver and sgd ([83db20d4](https://github.com/autumnai/leaf/commit/83db20d4540240aaa8c0031bd8b67ae4d6e4c264))
  *  calculation of learning rate from config ([84a74449](https://github.com/autumnai/leaf/commit/84a74449d14fd7b8782917dbfe92099d620828ed))
  *  started fleshing out sgd solver ([5985d581](https://github.com/autumnai/leaf/commit/5985d581743f7b0dfeb5f2675b26dadb026f118f))

#### Bug Fixes

* **build:**  added lib blas to travis dependency ([3fd3a285](https://github.com/autumnai/leaf/commit/3fd3a2858811a31c3c8b35a14b8faa2db74f9ea7))
* **cargo:**  fixed homepage spelling ([c71c3196](https://github.com/autumnai/leaf/commit/c71c319639bc77a89eed7a2414b2e620d3890aa6))
* **dependencies:**  locked dependencies more thightly as required by crates.io ([6c2a45ec](https://github.com/autumnai/leaf/commit/6c2a45ec887f9d3aaa42d0a11c13da995ebfb5ac))
* **dim_check:**  fixed layer dimension checking based on the new interface of phloem ([f685ce7e](https://github.com/autumnai/leaf/commit/f685ce7e8da9bb1607636b07d8b8c8b64a989694))
* **docs:**  own gh-pages token for doc upload ([0967dead](https://github.com/autumnai/leaf/commit/0967dead21818aac60204a8f79e4382448215bf7))
* **keywords:**  remove whitespace from cargo keywords ([6b54de82](https://github.com/autumnai/leaf/commit/6b54de823282f6688347bcea4b4def674b90b1ae))
* **phloem:**  updated shape interface change ([6169645c](https://github.com/autumnai/leaf/commit/6169645c4078b1f078cdac1969cf5915297cbcf4))
* **typo:**  broken link in contribution guide ([71aec33b](https://github.com/autumnai/leaf/commit/71aec33b8ae9b1228f90cccb3c375f9b823f2b73))
* **wording:**  Fixed wording of contribution guide; also some smaller typo fixes ([8bdea30a](https://github.com/autumnai/leaf/commit/8bdea30a382fda8cddd46a50784db8b97673f1bb))



<a name="0.0.1"></a>
## 0.0.1 (2015-11-02)


#### Features

* **ci:**  Added travis for CI and doc building ([324ea1b0](https://github.com/autumnai/leaf/commit/324ea1b0c92439f447f589219be303ca9e952e87))
* **layer:**  progress on forwarding network; introducted ReadBlob and WriteBlob for Layers ([ab56a021](https://github.com/autumnai/leaf/commit/ab56a02156585747ade254ebaaa074f6c6102bc8))
* **network:**  network forwarding and helpers ([0415f637](https://github.com/autumnai/leaf/commit/0415f637bbcff9301afa5f6bd02a4188cc4022d9))

#### Bug Fixes

* **build:**  added lib blas to travis dependency ([3fd3a285](https://github.com/autumnai/leaf/commit/3fd3a2858811a31c3c8b35a14b8faa2db74f9ea7))
* **cargo:**  fixed homepage spelling ([c71c3196](https://github.com/autumnai/leaf/commit/c71c319639bc77a89eed7a2414b2e620d3890aa6))
* **dim_check:**  fixed layer dimension checking based on the new interface of phloem ([f685ce7e](https://github.com/autumnai/leaf/commit/f685ce7e8da9bb1607636b07d8b8c8b64a989694))
* **docs:**  own gh-pages token for doc upload ([0967dead](https://github.com/autumnai/leaf/commit/0967dead21818aac60204a8f79e4382448215bf7))
* **phloem:**  updated shape interface change ([6169645c](https://github.com/autumnai/leaf/commit/6169645c4078b1f078cdac1969cf5915297cbcf4))
* **wording:**  Fixed wording of contribution guide; also some smaller typo fixes ([8bdea30a](https://github.com/autumnai/leaf/commit/8bdea30a382fda8cddd46a50784db8b97673f1bb))