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Install required packages for multi-stage notebooks using %pip #221

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merged 3 commits into from
Apr 22, 2022
Merged

Install required packages for multi-stage notebooks using %pip #221

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59c0408
Install required packages for multi-stage notebooks using `%pip`
karlhigley Apr 19, 2022
6003eaa
Add `feast`, `faiss-gpu`, `tree` installs to 1st multi-stage notebook
karlhigley Apr 20, 2022
f5def75
Remove `set_retrieval_candidates_for_evaluation` (obsolete)
karlhigley Apr 21, 2022
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13 changes: 11 additions & 2 deletions examples/Deploying-multi-stage-RecSys/01-Building-Recommender-Systems-with-Merlin.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -106,6 +106,16 @@
"### Import required libraries and functions"
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]
},
{
"cell_type": "code",
"execution_count": null,
"id": "2cd8cc8d-5cc7-4a9f-91e5-3deec6f1fe74",
"metadata": {},
"outputs": [],
"source": [
"%pip install tensorflow \"feast<0.20\" faiss-gpu"
]
},
{
"cell_type": "code",
"execution_count": 2,
Expand Down Expand Up @@ -568,8 +578,6 @@
}
],
"source": [
"model.set_retrieval_candidates_for_evaluation(train_tt)\n",
"\n",
"model.compile(optimizer='adam', run_eagerly=False)\n",
"model.fit(train_tt, validation_data=valid_tt, batch_size=1024*8, epochs=1)"
]
Expand Down Expand Up @@ -1595,6 +1603,7 @@
"outputs": [],
"source": [
"# install tree\n",
"!apt-get update\n",
"!apt-get install tree"
]
},
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10 changes: 10 additions & 0 deletions ...es/Deploying-multi-stage-RecSys/02-Deploying-multi-stage-RecSys-with-Merlin-Systems.ipynb
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Expand Up @@ -61,6 +61,16 @@
"### Import required libraries and functions"
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can you pls remove this line? we added this into the first notebook, I assume we did not need it here anymore.


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Seems safer to leave it here, just in case? That way you can run the notebooks in separate containers for now, but it'll still work once we shift to a single container.

]
},
{
"cell_type": "code",
"execution_count": null,
"id": "ea3756f8-a115-436a-b5d4-48f0641451b9",
"metadata": {},
"outputs": [],
"source": [
"%pip install tensorflow \"feast<0.20\" faiss-gpu"
]
},
{
"cell_type": "code",
"execution_count": null,
Expand Down