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Fix dependencies & versions #31

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Fix dependencies & versions #31

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c6aa68e
fix dependencies
herilalaina Jul 11, 2023
95a8ae2
fix typing
herilalaina Jul 11, 2023
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4 changes: 3 additions & 1 deletion README.md
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Expand Up @@ -2,7 +2,9 @@
This is the code used for the paper [Towards Learning Universal Hyperparameter Optimizers with Transformers (NeurIPS 2022)](https://arxiv.org/abs/2205.13320).

# Installation
All base dependencies can be installed from `requirements.txt`. Afterwards, [T5X](https://github.com/google-research/t5x) must be manually installed.
To get started, manually install [T5X](https://github.com/google-research/t5x). Afterwards, install OptFormer with ``pip install -e .``.



# Usage

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3 changes: 1 addition & 2 deletions optformer/t5x/policies.py
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Expand Up @@ -387,9 +387,8 @@ def _thompson_sampling(
return max_funs

def update(
self, completed: vza.CompletedTrials, all_active: vza.ActiveTrials
self, completed: vza.CompletedTrials
) -> None:
del all_active
completed_trials = []
for trial in completed.trials:
# A completed trial either has a final_measurement or is marked as
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8 changes: 6 additions & 2 deletions requirements.txt
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@@ -1,12 +1,16 @@
# T5X prerequisite.
seqio # Always compatible with most up-to-date version.
t5
seqio==0.0.13 # Always compatible with most up-to-date version.

# OSS Vizier
google-vizier # Use latest version.
google-vizier==0.0.20 # Use latest version.

# Proto
protobuf>=3.6,<4.0

# For the notebook
matplotlib

# Autodiff and numerical packages.
numpy>=1.21.5
tensorflow>=2.9.1
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