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Commit 2ac33e58 authored by Milson Sung's avatar Milson Sung
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update to requirement txt

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fastapi
uvicorn
pydantic
numpy
pandas
autokeras
absl-py==2.1.0
annotated-types==0.7.0
anyio==4.8.0
astunparse==1.6.3
autokeras==1.0.20
axios==0.4.0
cachetools==5.5.1
certifi==2024.12.14
charset-normalizer==3.4.1
click==8.1.8
colorama==0.4.6
contourpy==1.3.0
cycler==0.12.1
exceptiongroup==1.2.2
fastapi==0.115.7
flatbuffers==25.1.24
fonttools==4.55.6
gast==0.4.0
google-auth==2.38.0
google-auth-oauthlib==0.4.6
google-pasta==0.2.0
grpcio==1.70.0
h11==0.14.0
h5py==3.12.1
idna==3.10
importlib_metadata==8.6.1
importlib_resources==6.5.2
joblib==1.4.2
keras==2.10.0
Keras-Preprocessing==1.1.2
keras-tuner==1.4.7
kiwisolver==1.4.7
kt-legacy==1.0.5
libclang==18.1.1
lxml==5.3.0
Markdown==3.7
markdown-it-py==3.0.0
MarkupSafe==3.0.2
matplotlib==3.9.4
mdurl==0.1.2
numpy==1.23.5
oauthlib==3.2.2
opt_einsum==3.4.0
packaging==24.2
pandas==2.2.3
pillow==11.1.0
protobuf==3.19.6
pyasn1==0.6.1
pyasn1_modules==0.4.1
pydantic==2.10.6
pydantic_core==2.27.2
Pygments==2.19.1
pyparsing==3.2.1
python-dateutil==2.9.0.post0
python-multipart==0.0.20
pytz==2024.2
requests==2.32.3
requests-oauthlib==2.0.0
rich==13.9.4
rsa==4.9
scikit-learn==1.5.1
scipy==1.13.1
six==1.17.0
sniffio==1.3.1
starlette==0.45.3
tensorboard==2.10.1
tensorboard-data-server==0.6.1
tensorboard-plugin-wit==1.8.1
tensorflow==2.10.1
tensorflow-estimator==2.10.0
tensorflow-io-gcs-filesystem==0.31.0
termcolor==2.5.0
threadpoolctl==3.5.0
typing_extensions==4.12.2
tzdata==2025.1
urllib3==2.3.0
uvicorn==0.34.0
Werkzeug==3.1.3
wrapt==1.17.2
zipp==3.21.0
import tensorflow as tf
MODEL_DIRECTORY = "/backend/app/models/"
SCALER_DIRECTORY = "/backend/app/scalers/"
model_path = "C:\\Users\\User\\ML Predictor\\backend\\app\\trained_model\\random_model"
try:
model = tf.keras.models.load_model(model_path)
print("Model loaded successfully!")
except Exception as e:
print("Error loading model:", e)
os.makedirs(MODEL_DIRECTORY, exist_ok=True)
os.makedirs(SCALER_DIRECTORY, exist_ok=True)
\ No newline at end of file
......@@ -4,7 +4,7 @@
<meta charset="UTF-8" />
<link rel="icon" type="image/svg+xml" href="/vite.svg" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Vite + React</title>
<title>Machine Learning Predictor</title>
</head>
<body>
<div id="root"></div>
......
.container {
max-width: 600px;
margin: 20px auto;
......
// currently not needed
\ No newline at end of file
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