v0.0.1rc2

What's Changed

• added yaml and base for chipnet by @dkgupta90 in #7
• Chipnet base by @rishabh-16 in #9
• added default args for chipnet by @rishabh-16 in #35
• Implementation, QC and documentation of CIFAR10/CIFAR100 dataset and test notebook by @dkgupta90 in #38
• Post Training Quantization by @heisenbug237 in #37
• Added chest dataloader by @rsk27 in #39
• Network Slimming by @Nahush26 in #48
• Factor Transfer by @aryamaanthakur in #22
• add relational kd by @sriv2804 in #47
• Added BirealNet by @kushagrabhushan in #43
• ReActNet by @AakashRana000q in #21
• Final BirealNet Experiments by @kushagrabhushan in #49
• Factor Transfer Update by @aryamaanthakur in #52
• Attention transfer 2 by @aryamaanthakur in #50
• Added notebook and yaml file comments by @Nahush26 in #51
• Added Notebooks for PTQ by @heisenbug237 in #57
• Update Attention transfer by @aryamaanthakur in #56
• Factor Transfer Update by @aryamaanthakur in #55
• Added ReActNet Files by @kushagrabhushan in #54
• Added chipnet_demo.ipynb and chipnet.yaml by @hachons in #59
• ResponseKD notebook by @aryamaanthakur in #58
• Added BNN-BN by @kushagrabhushan in #61
• updated folder structure and readme by @rishabh-16 in #62
• Remove drive mount snippet from distillation notebooks by @aryamaanthakur in #64
• Fixed errors and cleaned notebooks by @kushagrabhushan in #63
• Folder fix by @rishabh-16 in #66
• Growth Regularisation Added by @Nahush26 in #69
• added chip_demo.ipynb and chip.yaml by @hachons in #68
• Docs"V0.1"[RTD implementation] by @rsk27 in #70
• added action workflow for unit test by @dkgupta90 in #85
• Added Torch Pruning for Chipnet and Slimming and removed wanted files from models folder. by @animesh-007 in #101
• add benchmark.py and flop calculation for models by @aryamaanthakur in #100
• add wideresnet.py in models by @aryamaanthakur in #19
• Added imports in the init files by @animesh-007 in #103
• added unit test for unwanted files by @animesh-007 in #105
• Added Env file and updated RTD. by @rsk27 in #74
• Added RTD env by @animesh-007 in #106
• docs fix by @animesh-007 in #109
• Logging for binarization and distillation, fix for rtd by @animesh-007 in #112
• added logging for pruning and quantization methods by @animesh-007 in #116
• Linting files using black and added unit test for it by @animesh-007 in #118
• fixed growth reg. method by @animesh-007 in #128
• Updated notebooks and yamls by @animesh-007 in #126
• Added TCGA dataset class file by @Dheemant-Dixit in #130
• added pre-commit by @animesh-007 in #134
• added pip initial testing by @animesh-007 in #136
• Added doctrings for algorithms and datasets by @Dheemant-Dixit in #138
• Create publish-to-pypi.yml by @animesh-007 in #139

New Contributors

• @dkgupta90 made their first contribution in #1
• @piyu2181 made their first contribution in #5
• @rishabh-16 made their first contribution in #9
• @heisenbug237 made their first contribution in #37
• @rsk27 made their first contribution in #39
• @Nahush26 made their first contribution in #48
• @aryamaanthakur made their first contribution in #22
• @sriv2804 made their first contribution in #47
• @kushagrabhushan made their first contribution in #43
• @AakashRana000q made their first contribution in #21
• @hachons made their first contribution in #59
• @Arnav0400 made their first contribution in #75
• @Dheemant-Dixit made their first contribution in #130

Full Changelog: https://github.com/transmuteAI/trailmet/commits/v0.0.1rc2