tag:github.com,2008:https://github.com/weiji14/deepbedmap/releases 2020-11-05T22:17:11Z tag:github.com,2008:Repository/147595013/v1.1.0 2020-11-05T22:36:23Z <p># What's Changed</p> <p>* DeepBedMap paper revisions for The Cryosphere (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/188">#188</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a> <br />* LaTeX and Python code to reproduce Author Comments (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/184">#184</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a> <br />* Added Open in Colab badge in readme file (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/183">#183</a>) <a class="user-mention notranslate" href="https://github.com/gshanbhag525">@gshanbhag525</a></p> <p>## 🏗️ Model Improvements</p> <p>* Retrain on Thwaites Glacier test region (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/185">#185</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a></p> <p>## 📦 Software Revisions</p> <p>* Conda refresh for v1.0.1 (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/182">#182</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a></p> <p>Full list of commits made since last release viewable at [compare view](<a class="commit-link" href="https://github.com/weiji14/deepbedmap/compare/v1.0.0...v1.1.0"><tt>v1.0.0...v1.1.0</tt></a>).</p> release-drafter tag:github.com,2008:Repository/147595013/v1.0.0 2020-04-15T22:00:26Z weiji14 tag:github.com,2008:Repository/147595013/v0.9.4 2021-02-25T03:44:01Z <p>v0.9.4 (💺 What Chair?)</p> <p># What's Changed</p> <p>## 🏗️ Model Improvements</p> <p>* Gave DeepBedMap the bigger picture (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/166">#166</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a> <br />* Switched from standard Convolution to Deformable Convolution (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/171">#171</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a> <br />* Added Structural Similarity Loss/Metric (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/172">#172</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a> <br />* Replaced PixelShuffle Upsamling with NearestNeighbour resize followed by Conv2D (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/160">#160</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a></p> <p>## 🗃️ Dataset Changes</p> <p>* Sliced and interpolated tiles as accurately as possible (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/167">#167</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a> <br />* Used new MEaSUREs InSAR phase-based ice velocity v1 instead of tracking-based products (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/165">#165</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a> <br />* Added Carlson Inlet data (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/164">#164</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a></p> <p>## 📦 Software Revisions</p> <p>* Upgraded from Python 3.6 to 3.7 (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/162">#162</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a> <br />* Converted Github Actions from V1 HCL syntax to V2 YAML syntax (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/163">#163</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a> <br />* Used Github Actions to Build and Test DeepBedMap (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/91">#91</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a> <br />* Bumped optuna from 0.13.0 to 0.14.0 (<a class="commit-link" href="https://github.com/weiji14/deepbedmap/commit/cbe064fc605dcb82c203dba9833c5f629a794f79"><tt>cbe064f</tt></a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a> <br />* Conda refresh for v0.9.4 (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/161">#161</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a> <br />* Pipfile refresh for v0.9.4 (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/159">#159</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a></p> <p>Full list of commits made since last release viewable at [compare view](<a class="commit-link" href="https://github.com/weiji14/deepbedmap/compare/v0.9.2...v0.9.4"><tt>v0.9.2...v0.9.4</tt></a>).</p> release-drafter tag:github.com,2008:Repository/147595013/v0.9.2 2019-08-12T02:26:25Z <p>v0.9.2 (:milk_glass: Blank Space)</p> <p># What's Changed</p> <p>## 🏗️ Model Improvements</p> <p>* Streamlined DeepBedMap model tuning, evaluation and Antarctic-wide DEM generation (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/156">#156</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a></p> <p>## 🗃️ Dataset Changes</p> <p>* Re-gridded and re-tiled groundtruth data with coordinates rounded to 250 (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/155">#155</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a></p> <p>## 📦 Software Revisions</p> <p>* Bump GMT to 6.0.0rc1, Python from 3.6.6 to 3.6.7 (<a class="commit-link" href="https://github.com/weiji14/deepbedmap/commit/1edb16ede1bc27e2b966106701205ebab1bd6ed8"><tt>1edb16e</tt></a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a> <br />* Bump jupyterlab from 1.0.0a5 to 1.0.0a10 (<a class="commit-link" href="https://github.com/weiji14/deepbedmap/commit/a64ef192501598687b00c8c8d15a9293b0f4547d"><tt>a64ef19</tt></a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a></p> <p>Full list of commits made since last release viewable at [compare view](<a class="commit-link" href="https://github.com/weiji14/deepbedmap/compare/v0.9.0...v0.9.2"><tt>v0.9.0...v0.9.2</tt></a>).</p> release-drafter tag:github.com,2008:Repository/147595013/v0.9.0 2019-06-18T10:16:39Z <p>v0.9.0 (:cloud_with_snow: Cloud Nine)</p> <p># What's Changed</p> <p>## 🏗️ Model Improvements</p> <p>* Train and tuned ESRGAN with Antarctic Snow Accumulation input (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/151">#151</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a> <br />* Refactored RMSE_test calculation using pygmt.grdtrack (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/149">#149</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a></p> <p>## 🗃️ Dataset Changes</p> <p>* Shifted pixel coordinates of tiles using proper affine transformation (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/150">#150</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a> <br />* Added Antarctic Snow Accumulation dataset by Arthern et al. 2006 (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/146">#146</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a> <br />* Added InSAR-based Antarctic grounding line to subset training tiles within grounded ice boundary (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/147">#147</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a></p> <p>## 📦 Software Revisions</p> <p>* Pipfile refresh for v0.9.0 (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/148">#148</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a> <br />* Dockerfile refresh for v0.9.0 (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/141">#141</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a></p> <p>Full list of commits made since last release viewable at [compare view](<a class="commit-link" href="https://github.com/weiji14/deepbedmap/compare/v0.8.0...v0.9.0"><tt>v0.8.0...v0.9.0</tt></a>).</p> release-drafter tag:github.com,2008:Repository/147595013/v0.8.0 2021-02-25T04:08:31Z <p>v0.8.0 (:wheel_of_dharma: Noble Eight)</p> <p>## What's Changed</p> <p>### 🏗️ Model Improvements</p> <p>* HeNormal initialize discriminator, set Chainer train flag (<a class="commit-link" href="https://github.com/weiji14/deepbedmap/commit/3e487daf24dbad9debaf66825eed0ca8c68ce362"><tt>3e487da</tt></a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a> <br />* Quick hyperparam retuning (<a class="commit-link" href="https://github.com/weiji14/deepbedmap/commit/e27aafb69e602854f852feee677358d8ebc241bb"><tt>e27aafb</tt></a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a></p> <p>### 🗃️ Dataset Changes</p> <p>* Reproduced figures in EGU2019 DeepBedMap poster (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/136">#136</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a> <br />* Added Landsat 8 Ice Speed of Antarctica (LISA), Version 1 (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/138">#138</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a></p> <p>### 📦 Software Revisions</p> <p>* ⬆️ 🔒 Bump jinja2 from 2.10 to 2.10.1 (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/134">#134</a>) <a class="user-mention notranslate" href="https://github.com/dependabot">@dependabot</a> <br />* ⬆️ 🔒 Bump notebook from 5.7.6 to 5.7.8 (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/132">#132</a>) <a class="user-mention notranslate" href="https://github.com/dependabot">@dependabot</a></p> <p>Full list of commits made since last release viewable at [compare view](<a class="commit-link" href="https://github.com/weiji14/deepbedmap/compare/v0.7.0...v0.8.0"><tt>v0.7.0...v0.8.0</tt></a>).</p> release-drafter tag:github.com,2008:Repository/147595013/v0.7.0 2019-03-28T18:21:28Z <p>v0.7.0 (:crystal_ball: Magical Seven)</p> <p>## What's Changed</p> <p>### 🏗️ Model Improvements</p> <p>* Retrained DeepBedMap model on Tesla V100 (<a class="commit-link" href="https://github.com/weiji14/deepbedmap/commit/0a1f71981e69a94163d5b48c9665bea32a7ddfd7"><tt>0a1f719</tt></a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a> <br />* Retuned ESRGAN hyperparameters on stronger discriminator (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/129">#129</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a></p> <p>### 🗃️ Dataset Changes</p> <p>* Added Wilkes Subglacial Basin dataset (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/112">#112</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a></p> <p>### 📦 Software Revisions</p> <p>* Bump cudatoolkit from 9.2 to 10.0 (<a class="commit-link" href="https://github.com/weiji14/deepbedmap/commit/7e91dbc711b1a2491b6968b780dced79e5a60194"><tt>7e91dbc</tt></a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a> <br />* ⬆️ Bump numpy from 1.14.5 to 1.16.1 (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/94">#94</a>) <a class="user-mention notranslate" href="https://github.com/dependabot">@dependabot</a>[bot] <br />* ⬆️ Bump chainer from 6.0.0b1 to 6.0.0b3 (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/106">#106</a>, <a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/126">#126</a>) <a class="user-mention notranslate" href="https://github.com/dependabot">@dependabot</a>[bot] <br />* ⬆️ Bump cupy-cuda92 from 6.0.0b1 to 6.0.0b3 (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/103">#103</a>, <a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/118">#118</a>) <a class="user-mention notranslate" href="https://github.com/dependabot">@dependabot</a>[bot] <br />* ⬆️ Bump ipython from 7.2.0 to 7.3.0 (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/105">#105</a>) <a class="user-mention notranslate" href="https://github.com/dependabot">@dependabot</a>[bot] <br />* ⬆️ Bump tqdm from 4.28.1 to 4.29.1 (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/107">#107</a>) <a class="user-mention notranslate" href="https://github.com/dependabot">@dependabot</a>[bot] <br />* ⬆️ Bump jupytext from 0.8.6 to 1.0.1 (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/108">#108</a>) <a class="user-mention notranslate" href="https://github.com/dependabot">@dependabot</a>[bot] <br />* ⬆️ Bump pytest from 4.2.0 to 4.3.0 (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/111">#111</a>) <a class="user-mention notranslate" href="https://github.com/dependabot">@dependabot</a>[bot] <br />* ⬆️ Bump optuna from 0.7.0 to 0.8.0 (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/122">#122</a>) <a class="user-mention notranslate" href="https://github.com/dependabot">@dependabot</a>[bot] <br />* ⬆️ Bump pyproj from 1.9.6 to 2.1.0 (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/123">#123</a>) <a class="user-mention notranslate" href="https://github.com/dependabot">@dependabot</a>[bot] <br />* ⬆️ Bump tornado from 5.1.1 to 6.0.1 (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/119">#119</a>) <a class="user-mention notranslate" href="https://github.com/dependabot">@dependabot</a>[bot] <br />* ⬆️ Bump black from 18.9b0 to 19.3b0 (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/128">#128</a>) <a class="user-mention notranslate" href="https://github.com/dependabot">@dependabot</a>[bot]</p> <p>Full list of commits made since last release viewable at [compare view](<a class="commit-link" href="https://github.com/weiji14/deepbedmap/compare/v0.6.0...v0.7.0"><tt>v0.6.0...v0.7.0</tt></a>).</p> release-drafter tag:github.com,2008:Repository/147595013/v0.6.0 2019-03-27T14:31:23Z <p>v0.6.0 (:snowflake: Specific Six)</p> <p>## What's Changed</p> <p>### 🏗️ Model Improvements</p> <p>* Switched deep learning framework from Keras to Chainer (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/81">#81</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a> <br />* Enhanced the Super Resolution Generative Adversarial Network (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/78">#78</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a> <br />* Hyperparameter Optimization Initialized (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/92">#92</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a></p> <p>### 🗃️ Dataset Changes</p> <p>* Raster tensor format changed from NHWC to NCHW (part of <a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/81">#81</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a></p> <p>### 📦 Software Revisions</p> <p>* ⬆️ Bump requests from 2.20.1 to 2.21.0 (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/74">#74</a>) <a class="user-mention notranslate" href="https://github.com/dependabot">@dependabot</a>[bot] <br />* ⬆️ Bump livelossplot from 0.2.3 to 0.3.0 (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/80">#80</a>) <a class="user-mention notranslate" href="https://github.com/dependabot">@dependabot</a>[bot] <br />* ⬆️ Bump packaging from 18.0 to 19.0 (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/83">#83</a>) <a class="user-mention notranslate" href="https://github.com/dependabot">@dependabot</a>[bot] <br />* ⬆️ Bump pytest from 4.0.2 to 4.2.0 (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/87">#87</a>) <a class="user-mention notranslate" href="https://github.com/dependabot">@dependabot</a>[bot] <br />* ⬆️ Bump pandas from 0.23.4 to 0.24.1 (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/89">#89</a>) <a class="user-mention notranslate" href="https://github.com/dependabot">@dependabot</a>[bot] <br />* ⬆️ Bump comet-ml from 1.0.42 to 1.0.45 (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/101">#101</a>) <a class="user-mention notranslate" href="https://github.com/dependabot">@dependabot</a>[bot] <br />* ➕ Added Optuna (part of <a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/92">#92</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a> <br />* ➖ Removed scikit-learn, keras, tensorflow (part of <a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/81">#81</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a> <br />* ⬆️ Updated to newer PyGMT version <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a> <br />* ⬆️ Bump conda from 4.5.11 to 4.5.12 <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a></p> <p>Full list of commits made since last release viewable at [compare view](<a class="commit-link" href="https://github.com/weiji14/deepbedmap/compare/v0.5.0...v0.6.0"><tt>v0.5.0...v0.6.0</tt></a>).</p> release-drafter tag:github.com,2008:Repository/147595013/v0.5.0 2018-12-23T00:29:08Z <p>v0.5.0 (:star2: Five Star)</p> <p>## What's Changed</p> <p>### 🏗️ Model Improvements</p> <p>* Critically evaluated model performance on training/development/test sets (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/68">#68</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a> <br />* Presented deepbedmap app to the world! (part of <a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/68">#68</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a></p> <p>### 🗃️ Dataset Changes</p> <p>* Bumped REMA surface DEM from v1.0 to v1.1, increase resolution from 200m to 100m (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/64">#64</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a> <br />* Improve prediction on image border by switching to using 'valid' padding instead of 'same' (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/65">#65</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a></p> <p>### 📦 Software Revisions</p> <p>* Bumped pytest from 3.10.0 to 4.0.1 (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/57">#57</a>) <a class="user-mention notranslate" href="https://github.com/dependabot">@dependabot</a>[bot] <br />* Bumped buildpack-deps from `b3514c9` to `b8ba77e` (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/59">#59</a>) <a class="user-mention notranslate" href="https://github.com/dependabot">@dependabot</a>[bot] <br />* Allowed for nicer code review experience with jupytext and black (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/62">#62</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a> <br />* Added .stickler.yml configuration file (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/63">#63</a>) <a class="user-mention notranslate" href="https://github.com/stickler-ci">@stickler-ci</a>[bot] <br />* Bumped ipython from 7.1.1 to 7.2.0 (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/66">#66</a>) <a class="user-mention notranslate" href="https://github.com/dependabot">@dependabot</a>[bot]</p> <p>Full list of commits made since last release viewable at [compare view](<a class="commit-link" href="https://github.com/weiji14/deepbedmap/compare/v0.4.0...v0.5.0"><tt>v0.4.0...v0.5.0</tt></a>).</p> release-drafter tag:github.com,2008:Repository/147595013/v0.4.0 2018-11-24T08:40:32Z <p>## What's Changed</p> <p>### 🏗️ Model Improvements</p> <p>* None</p> <p>### 🗃️ Dataset Changes</p> <p>* Made data sources readable and incorporate sha256 hash checks via data.yml file (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/48">#48</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a> <br />* Added 2007t1.txt and 2007tr.txt to Bingham2018PIG collection (part of <a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/52">#52</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a> <br />* Added 2017_Antarctica_Basler.csv to Shi2010CRESIS collection (part of <a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/52">#52</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a> <br />* Increased number of training image tiles from 2111 to 2480 (part of <a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/52">#52</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a></p> <p>### 📦 Software Revisions</p> <p>* Bump pytest from 3.9.3 to 3.10.0 (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/46">#46</a>) <a class="user-mention notranslate" href="https://github.com/dependabot">@dependabot</a>[bot] <br />* Setup Behaviour Driven Development (<a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/51">#51</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a> <br />* Change grid interpolation from PDAL to Generic Mapping Tools (part of <a class="issue-link js-issue-link" href="https://github.com/weiji14/deepbedmap/pull/52">#52</a>) <a class="user-mention notranslate" href="https://github.com/weiji14">@weiji14</a></p> <p>Full list of commits made since last release viewable at [compare view](<a class="commit-link" href="https://github.com/weiji14/deepbedmap/compare/v0.3.0...v0.4.0"><tt>v0.3.0...v0.4.0</tt></a>).</p> release-drafter