guildai / _examples

Guild AI project examples

Guild AI examples

This repository is DEPRECATED and is no longer maintained.

Guild AI examples are now hosted in the main repository at this location:

https://github.com/guildai/guildai/tree/master/examples

About Guild AI

Guild AI is an open source tool for running, tracking, and comparing machine learning experiments. It supports all ML platforms including TensorFlow, PyTorch, Keras, MXNet, scikit-learn, and XGBoost.

For more information, visit https://guild.ai.

_examples's Issues

Random Forest example is bugged/outdated?

When I run

guild run prepare-data
in random-forest example I get

AttributeError: module 'guild.op_util' has no attribute 'format_flag_val'

I use guild version 0.6.5

Entire error message:

Traceback (most recent call last):
File "/etc/miniconda/envs/ml/bin/guild", line 10, in
sys.exit(main())
File "/etc/miniconda/envs/ml/lib/python3.7/site-packages/guild/main_bootstrap.py", line 48, in main
guild.main.main()
File "/etc/miniconda/envs/ml/lib/python3.7/site-packages/guild/main.py", line 32, in main
_main()
File "/etc/miniconda/envs/ml/lib/python3.7/site-packages/guild/main.py", line 38, in _main
main_cmd.main(standalone_mode=False)
File "/etc/miniconda/envs/ml/lib/python3.7/site-packages/guild/external/click/core.py", line 759, in call
return self.main(*args, **kwargs)
File "/etc/miniconda/envs/ml/lib/python3.7/site-packages/guild/external/click/core.py", line 714, in main
rv = self.invoke(ctx)
File "/etc/miniconda/envs/ml/lib/python3.7/site-packages/guild/external/click/core.py", line 1132, in invoke
return _process_result(sub_ctx.command.invoke(sub_ctx))
File "/etc/miniconda/envs/ml/lib/python3.7/site-packages/guild/external/click/core.py", line 951, in invoke
return ctx.invoke(self.callback, **ctx.params)
File "/etc/miniconda/envs/ml/lib/python3.7/site-packages/guild/external/click/core.py", line 552, in invoke
return callback(args, **kwargs)
File "/etc/miniconda/envs/ml/lib/python3.7/site-packages/guild/click_util.py", line 146, in fn
return fn0((args + (Args(**kw),)))
File "/etc/miniconda/envs/ml/lib/python3.7/site-packages/guild/commands/run.py", line 347, in run
run_impl.main(args)
File "/etc/miniconda/envs/ml/lib/python3.7/site-packages/guild/commands/run_impl.py", line 68, in main
_dispatch_cmd(args, opdef)
File "/etc/miniconda/envs/ml/lib/python3.7/site-packages/guild/commands/run_impl.py", line 421, in _dispatch_cmd
_dispatch_op_cmd(opdef, args)
File "/etc/miniconda/envs/ml/lib/python3.7/site-packages/guild/commands/run_impl.py", line 524, in _dispatch_op_cmd
_maybe_run(op, args)
File "/etc/miniconda/envs/ml/lib/python3.7/site-packages/guild/commands/run_impl.py", line 997, in _maybe_run
if args.yes or _confirm_run(op, args):
File "/etc/miniconda/envs/ml/lib/python3.7/site-packages/guild/commands/run_impl.py", line 1019, in _confirm_run
flags=_format_op_flags(op),
File "/etc/miniconda/envs/ml/lib/python3.7/site-packages/guild/commands/run_impl.py", line 1060, in _format_op_flags
for name, val in sorted(op.flag_vals.items())
File "/etc/miniconda/envs/ml/lib/python3.7/site-packages/guild/commands/run_impl.py", line 1060, in
for name, val in sorted(op.flag_vals.items())
File "/etc/miniconda/envs/ml/lib/python3.7/site-packages/guild/commands/run_impl.py", line 1065, in _format_flag
formatted = _null_label(name, opdef)
File "/etc/miniconda/envs/ml/lib/python3.7/site-packages/guild/commands/run_impl.py", line 1073, in _null_label
return op_util.format_flag_val(flag.null_label)
AttributeError: module 'guild.op_util' has no attribute 'format_flag_val'

tf.mul not working for me.

@gar1t I know you updated the examples for TF 1.0, but in the cifar10 example, I get an error on https://github.com/guildai/guild-examples/blob/master/cifar10/support.py#L172 if I don't change tf.mul to tf.multiply. Does this example work for you on TF 1.0? I might just have a screwy version of TF, but if you have the same issue it would be a quick fix. It runs fine for me after just the one change. Let me know if you want me to do a quick pull request on it.