v0.4.1

SimpleChains v0.4.1

Diff since v0.4.0

Merged pull requests:

• reduce MAX_NUM_LV_EXTRACT (#117) (@chriselrod)
• backport MAX_NUM_LV_EXTRACT = 32 to SimpleChains 0.3 (#118) (@chriselrod)

v0.3.5

SimpleChains v0.3.5

Diff since v0.3.4

Merged pull requests:

• fix arg order of init_params! (#116) (@chriselrod)
• reduce MAX_NUM_LV_EXTRACT (#117) (@chriselrod)
• backport MAX_NUM_LV_EXTRACT = 32 to SimpleChains 0.3 (#118) (@chriselrod)

v0.4.0

SimpleChains v0.4.0

Diff since v0.3.4

Merged pull requests:

• fix arg order of init_params! (#116) (@chriselrod)

v0.3.4

SimpleChains v0.3.4

Diff since v0.3.3

Merged pull requests:

• init_params! should always have a default kwarg, rename tuple version _init_params! (#115) (@chriselrod)

v0.3.3

SimpleChains v0.3.3

Diff since v0.3.2

Closed issues:

• init_params bug (#112)

Merged pull requests:

• allow passing AbstractRNGs to init_params (#113) (@chriselrod)

v0.3.2

SimpleChains v0.3.2

Diff since v0.3.1

Merged pull requests:

• Add docs for custom loss layer (#107) (@JamieMair)
• scale penalties by number of batches (#109) (@chriselrod)
• support more RNGs with glorot (#110) (@chriselrod)
• move train_batched! docstring to correct function (#111) (@chriselrod)

v0.3.1

SimpleChains v0.3.1

Diff since v0.3.0

Closed issues:

• GC.@preserve is not reliable enough to actually rely on (#104)

Merged pull requests:

• promote types for calculating num_bytes (#105) (@chriselrod)

v0.3.0

SimpleChains v0.3.0

Diff since v0.2.12

Closed issues:

• Issue with introductory example (#99)

Merged pull requests:

• More robust dual eval (#90) (@chriselrod)
• Don't promote vectors to matrices in dense layers (#92) (@chriselrod)
• StaticArrays in, StaticArrays out (#93) (@chriselrod)
• Stack Memory (#97) (@chriselrod)
• (fix): remove depreciated function call (#98) (@rahulunair)
• (fix): fixes example on readme (#100) (@rahulunair)
• Use 4 core laptop for smallmlp and update printed losses (#103) (@chriselrod)

v0.2.12

SimpleChains v0.2.12

Diff since v0.2.11

Merged pull requests:

• TurboDense constructor static (#88) (@chriselrod)
• Static 0.7 (#91) (@chriselrod)
• 10x faster task_local_memory (#94) (@chriselrod)
• Update mnist.md (#95) (@pitmonticone)

v0.2.11

SimpleChains v0.2.11

Diff since v0.2.10

Merged pull requests:

• thread safety through using task-local storage on non-inplace (#86) (@chriselrod)