Release 0.3

[tkornuta-ibm]

This release adresses several bugs and brings new features:
What's new?

• The entire pipeline of the Grid Workers has been reviewed and should now be working properly on Ubuntu CPUs/GPUs & MacOS. Ref Grid Analyzer! #81
• The documentation build is now fixed, as all modules & inherited classes are mocked. Thus, no need to handle the dependencies anymore (through setup.py or requirements.txt). Ref [Fix] Documentation building #55
• The documentation also now handles linking to other docs, such as PyTorch's and NumPy. Ref [Feature] Linking the documentation to other documentations #56
• Introducing miprometheus.helpers: classes that can do a specific task (like splitting in 2 a range of indices) prior to using a worker. Ref Index Splitter #36
• SamplerFactory: hooks on torch.utils.data.samplers to instantiate them from the workers. Ref Sampler factory #32
• Integration of LGTM for code analysis and fixing some of the raised warnings. Ref renamed lgtm.yaml to lgtm.yml #45, Trying to fix LGTM warnings #57, Fixing 'old-style' classes in DNC #43, Fix: Except block directly handles BaseException #44
• Added LeNet5 and cleaned the Image Classification problems. Ref Vision problems and models cleanup #53
• Plenty of fixes in the workers: Fix/workers epoch size #54, Basic trainers fixes #72, Grid Analyzer! #81
• Some refactoring in VideoToClassProblem and SequentialMNIST: Ref Refactor videotoclass #71
• The trainers can load a pretrained model. Ref Feat/model loading #42

Misc:
#28, #33, #38, #70, #88

[tkornuta-ibm]

This pull request introduces 2 alerts and fixes 39 when merging d8c20f1 into b4f2442 - view on LGTM.com

new alerts:

• 2 for Non-callable called

fixed alerts:

• 16 for Except block handles 'BaseException'
• 16 for Module is imported with 'import' and 'import from'
• 4 for Variable defined multiple times
• 1 for Unused local variable
• 1 for 'import *' may pollute namespace
• 1 for First argument to super() is not enclosing class

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Comment posted by LGTM.com

[tkornuta-ibm]

This pull request introduces 2 alerts and fixes 39 when merging 2a92103 into b4f2442 - view on LGTM.com

new alerts:

• 2 for Non-callable called

fixed alerts:

• 16 for Except block handles 'BaseException'
• 16 for Module is imported with 'import' and 'import from'
• 4 for Variable defined multiple times
• 1 for Unused local variable
• 1 for 'import *' may pollute namespace
• 1 for First argument to super() is not enclosing class

---

Comment posted by LGTM.com