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    +[::fontawesome-solid-graduation-cap: Download](thesis/main.py){ .md-button .md-button--primary } +
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    Explanation

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    Explanation#

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    A lot more details and discussion about the problem context and approaches of GreatAI can be found in my thesis.

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    : Download

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    Last update: - July 8, 2022 + July 9, 2022 @@ -402,21 +553,6 @@ - - -
    diff --git a/great_ai_example-main/Dockerfile b/great_ai_example-main/Dockerfile deleted file mode 100644 index bd5c6cc..0000000 --- a/great_ai_example-main/Dockerfile +++ /dev/null @@ -1,11 +0,0 @@ -FROM test - -COPY requirements.txt . -RUN pip install --no-cache-dir ./great_ai - -COPY mongo.ini . -COPY deploy.ipynb . - -# RUN python3 -m large_file --backend s3 -secrets ~/.aws/credentials --cache my_first_file.json:3 my_second_file my_folder:0 - -CMD ["deploy.ipynb"] diff --git a/great_ai_example-main/README.md b/great_ai_example-main/README.md deleted file mode 100644 index d52e649..0000000 --- a/great_ai_example-main/README.md +++ /dev/null @@ -1,23 +0,0 @@ -# Train a domain classifier on the [semantic scholar dataset](https://api.semanticscholar.org/corpus) - -![steps](diagrams/scope.svg) - -## Install - -### System dependencies - -Make sure you have `python3`, `pip`, and `venv` installed. -> On Ubuntu, execute: `sudo apt install -y python3 python3-pip python3-venv` - -### Install dependencies -```sh -python3 -m venv --copies .env -source .env/bin/activate - -pip install -r requirements.txt -``` -## Execute - -- [Part 1](src/data.ipynb) -- [Part 2](src/train.ipynb) -- [Part 3](src/deploy.ipynb) diff --git a/great_ai_example-main/format.sh b/great_ai_example-main/format.sh deleted file mode 100644 index 737a2b9..0000000 --- a/great_ai_example-main/format.sh +++ /dev/null @@ -1,31 +0,0 @@ -#!/bin/sh - -set -e - -echo "Installing dependencies if necessary" -python3 -m pip install --upgrade autoflake isort black[jupyter] mypy flake8 - -echo "Formatting and checking $1" - -cd $1 - -echo Running autoflake -python3 -m autoflake --expand-star-imports --remove-all-unused-imports --ignore-init-module-imports --remove-unused-variables --in-place -r . - -echo Running isort -python3 -m isort --profile black --skip .env . - -echo Running black -python3 -m black . --exclude .env - -if ls *.py 1> /dev/null 2>&1; then - echo Running mypy - python3 -m mypy --namespace-packages --ignore-missing-imports --install-types --non-interactive --disallow-untyped-defs --disallow-incomplete-defs --pretty --follow-imports=silent --exclude=external/ --exclude=/build/ . -fi - -echo Running Flake8 -python3 -m flake8 . --count --show-source --statistics --exclude=__init__.py,.env,external --ignore=E501,E722,E402,W503,E203 - -cd - - -echo "Finished formatting" diff --git a/great_ai_example-main/index.html b/great_ai_example-main/index.html deleted file mode 100644 index 30d929f..0000000 --- a/great_ai_example-main/index.html +++ /dev/null @@ -1,471 +0,0 @@ - - - - - - - - - - - - - - - - - - - - Train a domain classifier on the [semantic scholar dataset](https://api.semanticscholar.org/corpus) - GreatAI documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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    Train a domain classifier on the semantic scholar dataset#

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    steps

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    Install#

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    System dependencies#

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    Make sure you have python3, pip, and venv installed.

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    On Ubuntu, execute: sudo apt install -y python3 python3-pip python3-venv

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    Install dependencies#

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    - - - - - - - - \ No newline at end of file diff --git a/great_ai_example-main/requirements.txt b/great_ai_example-main/requirements.txt deleted file mode 100644 index dfcc2e6..0000000 --- a/great_ai_example-main/requirements.txt +++ /dev/null @@ -1,4 +0,0 @@ -great_ai -notebook -nbformat -nbconvert \ No newline at end of file diff --git a/great_ai_example-main/src/mongo.ini b/great_ai_example-main/src/mongo.ini deleted file mode 100644 index 8d22e1c..0000000 --- a/great_ai_example-main/src/mongo.ini +++ /dev/null @@ -1,2 +0,0 @@ -mongo_connection_string=mongodb://localhost:27017/ # change this -mongo_database=great_ai_example # this will be automatically created diff --git a/hello_world/hello_world.ipynb b/hello_world/hello_world.ipynb deleted file mode 100644 index d3fe2c0..0000000 --- a/hello_world/hello_world.ipynb +++ /dev/null @@ -1,87 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\u001b[38;5;226m2022-07-08 10:26:12,806 | WARNING | Environment variable ENVIRONMENT is not set, defaulting to development mode ‼️\u001b[0m\n", - "\u001b[38;5;226m2022-07-08 10:26:12,807 | WARNING | Cannot find credentials files, defaulting to using ParallelTinyDbDriver\u001b[0m\n", - "\u001b[38;5;226m2022-07-08 10:26:12,807 | WARNING | The selected tracing database (ParallelTinyDbDriver) is not recommended for production\u001b[0m\n", - "\u001b[38;5;226m2022-07-08 10:26:12,808 | WARNING | Cannot find credentials files, defaulting to using LargeFileLocal\u001b[0m\n", - "\u001b[38;5;39m2022-07-08 10:26:12,808 | INFO | Settings: configured ✅\u001b[0m\n", - "\u001b[38;5;39m2022-07-08 10:26:12,809 | INFO | 🔩 tracing_database: ParallelTinyDbDriver\u001b[0m\n", - "\u001b[38;5;39m2022-07-08 10:26:12,809 | INFO | 🔩 large_file_implementation: LargeFileLocal\u001b[0m\n", - "\u001b[38;5;39m2022-07-08 10:26:12,811 | INFO | 🔩 is_production: False\u001b[0m\n", - "\u001b[38;5;39m2022-07-08 10:26:12,811 | INFO | 🔩 should_log_exception_stack: True\u001b[0m\n", - "\u001b[38;5;39m2022-07-08 10:26:12,812 | INFO | 🔩 prediction_cache_size: 512\u001b[0m\n", - "\u001b[38;5;39m2022-07-08 10:26:12,813 | INFO | 🔩 dashboard_table_size: 20\u001b[0m\n", - "\u001b[38;5;226m2022-07-08 10:26:12,813 | WARNING | You still need to check whether you follow all best practices before trusting your deployment.\u001b[0m\n", - "\u001b[38;5;226m2022-07-08 10:26:12,814 | WARNING | > Find out more at https://se-ml.github.io/practices/\u001b[0m\n" - ] - } - ], - "source": [ - "from great_ai import GreatAI\n", - "from asyncio import sleep\n", - "\n", - "\n", - "@GreatAI.create\n", - "async def hello_world(name: str) -> str:\n", - " await sleep(1)\n", - " return f\"Hello {name}!\"" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Trace(trace_id='27c5e581-ad6e-4d50-bb77-862dfb7963fb', created='2022-07-08T08:26:12.911975', original_execution_time_ms=1.933, logged_values={'arg:name:value': 'hi', 'arg:name:length': 2}, models=[], exception=None, output='Hello hi!', feedback=None, tags=['hello_world', 'online', 'development'])" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "await hello_world('hi')" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3.10.4 ('.env': venv)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.4" - }, - "orig_nbformat": 4, - "vscode": { - "interpreter": { - "hash": "02dd6d3afbfa9fbbe1037d64ad9014965528a1ccad21929d6e72f466389a68ad" - } - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/hello_world/hello_world.py b/hello_world/hello_world.py deleted file mode 100644 index e9b9960..0000000 --- a/hello_world/hello_world.py +++ /dev/null @@ -1,8 +0,0 @@ -from great_ai import GreatAI - - -@GreatAI.create -def hello_world(name: str) -> str: - """Learn more about GreatAI at https://github.com/schmelczer/great-ai""" - - return f"Hello {name}!" diff --git a/how-to-guides/index.html b/how-to-guides/index.html index da0e8e6..0ffa5c0 100644 --- a/how-to-guides/index.html +++ b/how-to-guides/index.html @@ -12,12 +12,12 @@ - + - How-To Guides - GreatAI documentation + Index - GreatAI documentation @@ -98,7 +98,7 @@
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    How-To Guides

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    Index

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