Blocked and Error Bound Training

Summary

A lot of new additions to this release, mainly the functionality of blocked training and a prototype for error bound compression

What's Changed

• Issues/285: Adding Error Bounded Req to save Deltas by @singh96aman in #288
• minor version patch and numpy version 1.23.5 by @fritjof-b in #291
• Minor fixes by @ellert in #298
• Issue 293 Improved Conv3D Net by @singh96aman in #294
• Hurricane Dataset - Issue #299 by @singh96aman in #300
• Issue #305 - Block Datasets and GDN Activation Function by @singh96aman in #306
• Profiling, energy and CO(2) meters #302 by @neogyk in #303
• Issue #307 and #309 - Preserving Data Dimensionality and Adding SWAE Loss Function by @singh96aman in #308
• Add instructions for native Windows installation with GPU Acceleration by @AkkiG2401 in #312
• Update CFD_project_animation_config.py by @malenaduroux in #314
• Issue #315 - Dense Network to work for non-Square images and Blocking Bugs by @singh96aman in #318
• Issue #316 - Adding Exafel Workspace by @singh96aman in #319
• Add Flags for Energy Profilers - Issue #311 by @AkkiG2401 in #313
• Temporary by @exook in #321
• Fix issue #322 by removing lambda functions by @AkkiG2401 in #324
• tests no longer remove workspaces directory by @fritjof-b in #332
• Update README.md by @urania277 in #334
• Removed broken contributions link and redundant line by @gallenaxel in #337

New Contributors

• @AkkiG2401 made their first contribution in #312
• @malenaduroux made their first contribution in #314
• @urania277 made their first contribution in #334

Full Changelog: 1.3.0...1.4.0

update for debian and brew package

What's Changed

• Mark optional dependencies as optional in pyproject.toml by @ellert in #287

Full Changelog: 1.1.0...1.3.0

Preparation of package release

What's Changed

• Merge main into dev by @exook in #209
• 207 create feature to choose loss functions by @gallenaxel in #213
• Added box and whisker plots to the first page of 1D plotting by @exook in #212
• New implementation of NAP diagrams, similar to 89-nap by @sekkar in #218
• Update issue templates by @fritjof-b in #234
• Create CODE_OF_CONDUCT.md by @fritjof-b in #231
• Update README.md by @fritjof-b in #228
• 208 create intel non gpu docker image by @OliverWoolland in #233
• Fix documentation by @fritjof-b in #230
• fix #225 add test for utils, fix utils by @fritjof-b in #237
• add box and whisker plot by @fritjof-b in #244
• Added batching feature for compression and decompression to overcome … by @PRAkTIKal24 in #241
• Applied black formatting by @exook in #246
• clean plotting by @fritjof-b in #245
• Added float->int in decompression by @exook in #167
• Create workspace directory by @OliverWoolland in #236
• 248 randomization and deterministic algorithms by @exook in #249
• Updated import lib path for docker on cluster, and updated docker wor… by @exook in #251
• Ci improvements by @fritjof-b in #257
• Dense2 d by @exook in #262
• fix #137 add verbose mode by @fritjof-b in #260
• Fix Compression Ratio Bug by @singh96aman in #263
• #264 - Decoder CUDA Issue Fix by @singh96aman in #265
• Decoderlargefiles by @singh96aman in #267
• Issues/242 Adding Torch Load Compatability for Inter-devices Models by @singh96aman in #276
• Issues/272 - Fix Decoder Bug by @singh96aman in #275
• torch 1.* -> 2.0.0 by @fritjof-b in #277
• Compression on fpga prototype by @TamariMaayan in #278
• Fix relative import statements by @ellert in #281
• Remove dist/ from git by @ellert in #282
• update project version, remove unused imports and packages by @fritjof-b in #283
• Issues/270 - 3D Convolution Nets for CFD Animation Reconstruction by @singh96aman in #284

New Contributors

• @sekkar made their first contribution in #218
• @singh96aman made their first contribution in #263
• @TamariMaayan made their first contribution in #278
• @ellert made their first contribution in #281

Full Changelog: v1.0.0...1.1.0

v1.0.0

First release of Baler.

With this release of baler you can compress and decompress data in the form of 1D or 2D numpy arrays as well as plot the performance of the compression. This release works on Linux and MAC, as well as on Windows and distributed computing solutions via docker/singularity/apptainer.

Full Changelog: https://github.com/baler-collaboration/baler/commits/v1.0.0