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MLEnabler V2 #60

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MLEnabler V2 #60

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@ingalls ingalls commented Jul 29, 2020

Context

We're been doing significant improvements to the core MLEnabler codebase. For specifics the closed PRs on the devseed repo are the best to peruse

High Level Changes

  • Ability to handle model assets
  • Ability to dynamically generate inferences from model assets
  • Ability to validate inferences
  • Ability to retrain models using validated inferences
  • Breaking compatibility with V1 API & CLI
  • Complete Admin UI

cc/ @geohacker

martham93 and others added 30 commits July 23, 2020 12:03
@martham93
zip export folder so it is ready for direct upload to ml-enabler for …
a72bf7b 
…infernece
@ingalls
Use child routing within prediction
519384b
@ingalls
Merge branch 'retraining' of github.com:developmentseed/ml-enabler in…
946de5f 
…to retraining
@ingalls
Map child
2b8c6ce
@ingalls
Reinstate init
141c85c
@martham93
input retraining checkpoint
4e39d16
@ingalls
Add Retrain component
8ca0a75
@ingalls
Merge branch 'retraining' of github.com:developmentseed/ml-enabler in…
bcdc0e8 
…to retraining
@ingalls
Add CheckPoint upload dialogue
7aef52b
@martham93
zip up checkpoint
7e06977
@ingalls
Add type= param to upload
325e742
@ingalls
Merge branch 'retraining' of github.com:developmentseed/ml-enabler in…
5436898 
…to retraining
@ingalls
Explicit upload type
9c3ef2e
@ingalls
Save checkpoint/tfrecord state to db
6fbbf89
@martham93
train function and refactor wip
6827a1f
@ingalls
Add Retrain loading
39a7ab7
@ingalls
Merge branch 'retraining' of github.com:developmentseed/ml-enabler in…
f08b297 
…to retraining
@martham93
function for training updates
d28cd2c
@martham93
Merge branch 'retraining' of https://github.com/developmentseed/ml-en…
e857a86 
…abler into retraining
@ingalls
Add gunicorn logging
09460e1
@ingalls
Merge branch 'retraining' of github.com:developmentseed/ml-enabler in…
6c9993f 
…to retraining
@martham93
train function updates
14b316f
@martham93
Merge branch 'retraining' of https://github.com/developmentseed/ml-en…
b14e514 
…abler into retraining
@ingalls
Ensure imagery is present and add imagery selection tool
894dedc
@ingalls
Model retrain Page
e13099c
@ingalls
Add error handling
f68d78a
@martham93
model function fixes
63f857d
@ingalls
Add model_id & pred_id to env vars of batch task
82fffa0
@ingalls
Merge branch 'retraining' of github.com:developmentseed/ml-enabler in…
8e772c9 
…to retraining
@martham93
task to call model
49119a4
ingalls and others added 25 commits August 19, 2020 14:56
@ingalls
Add proper class init
f5fff31
@ingalls
Syntax
0923d03
@ingalls
Add stack to meta
abb0705
@ingalls
Env->Stack
d3c9f16
@ingalls
Merge pull request #88 from developmentseed/log
a8a48bb 
Log
@ingalls
Merge branch 'master' of github.com:developmentseed/ml-enabler into g…
6206cd7 
…eneric_img
@ingalls
Get Imagery is no longer static
e3b464a
@ingalls
Get Url
3aa3a97
@ingalls
Ensure log retention is set
3a8f66d
@ingalls
Setup TFServer logs
92319d1
@ingalls
Merge pull request #86 from developmentseed/generic_img
6b78e11 
Generic Img
@ingalls
Merge branch 'master' of github.com:developmentseed/ml-enabler into l…
92e6c3c 
…og-show
@ingalls
Add UI & API for storing stack tags
4ec542c
@ingalls
Set default empty tag array
fa6aa38
@ingalls
Automatically set default stack tags
9035a7a
@martham93
have legend show up only if there are inferences to display on map
94dfa0c
@ingalls
Merge pull request #91 from developmentseed/log-show
f889391 
Log show
@martham93
indent
cc24f37
@martham93
indent again
219ef42
@ingalls
Move boto into scoped fn
37fb389
@ingalls
Merge pull request #96 from developmentseed/non-aws
d01e92f 
NonAWS
@ingalls
Add auth component
add41ef
@ingalls
Merge pull request #97 from developmentseed/int-auth
26282b9 
Integration Auth
@ingalls
Merge pull request #95 from developmentseed/legend_fix
a19e35b 
legend display
@ingalls
Fix indent
efda973
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@ingalls @martham93