--support req file added and config modified

src/components/config.py

@@ -14,7 +14,7 @@ class DataInjectionConfig:
 @dataclass
 class ModelConfig: 
     """Class to hold model training configuration parameters"""
-    model_name: str =  'BiGruSeq2Seq'
+    model_name: str =  'LstmModel'
     model_path: str = os.path.join(r'C:\Users\Amzad\Desktop\PREDICTOO\artifacts\model_ckpt', '{}.h5'.format(model_name))
     model_actication: str = 'relu' 
     model_input_shape = None

src/components/req.txt

@@ -0,0 +1,172 @@
+absl-py==1.4.0
+adagio==0.2.4
+affine==2.4.0
+aiohttp==3.8.4
+aiosignal==1.3.1
+ansi2html==1.8.0
+antlr4-python3-runtime==4.11.1
+appdirs==1.4.4
+asttokens==2.2.1
+astunparse==1.6.3
+async-timeout==4.0.2
+attrs==23.1.0
+backcall==0.2.0
+-e git+https://github.com/AmzadHossainrafis/Stock_prediction.git@ccd6957e002d7115b4d992b5ae320401a70340ae#egg=Bd_stock_market
+beautifulsoup4==4.12.2
+bs4==0.0.1
+cachetools==5.3.0
+catboost==1.2
+certifi==2023.5.7
+charset-normalizer==3.1.0
+click==8.1.3
+cloudpickle==2.2.1
+cmdstanpy==1.1.0
+colorama==0.4.6
+comm==0.1.3
+contextily==1.3.0
+contourpy==1.0.7
+convertdate==2.4.0
+cycler==0.11.0
+Cython==0.29.35
+darts==0.24.0
+dash==2.10.0
+dash-core-components==2.0.0
+dash-html-components==2.0.0
+dash-table==5.0.0
+debugpy==1.6.7
+decorator==5.1.1
+dill==0.3.6
+ephem==4.1.4
+executing==1.2.0
+filelock==3.12.0
+Flask==2.2.3
+flatbuffers==23.5.26
+fonttools==4.39.4
+frozenlist==1.3.3
+fs==2.4.16
+fsspec==2023.5.0
+fugue==0.8.4
+fugue-sql-antlr==0.1.6
+gast==0.4.0
+geopy==2.3.0
+google-auth==2.19.0
+google-auth-oauthlib==0.4.6
+google-pasta==0.2.0
+graphviz==0.20.1
+grpcio==1.54.2
+h5py==3.8.0
+holidays==0.25
+idna==3.4
+importlib-metadata==6.6.0
+importlib-resources==5.12.0
+ipykernel==6.23.1
+ipython==8.13.2
+itsdangerous==2.1.2
+jedi==0.18.2
+Jinja2==3.1.2
+joblib==1.2.0
+jupyter-dash==0.4.2
+jupyter_client==8.2.0
+jupyter_core==5.3.0
+keras==2.10.0
+Keras-Preprocessing==1.1.2
+kiwisolver==1.4.4
+korean-lunar-calendar==0.3.1
+libclang==16.0.0
+lightgbm==3.3.5
+lightning-utilities==0.8.0
+llvmlite==0.40.0
+LunarCalendar==0.0.9
+Markdown==3.4.3
+MarkupSafe==2.1.2
+matplotlib==3.7.1
+matplotlib-inline==0.1.6
+mercantile==1.2.1
+mplfinance==0.12.9b7
+mpmath==1.3.0
+multidict==6.0.4
+nest-asyncio==1.5.6
+networkx==3.1
+nfoursid==1.0.1
+numba==0.57.0
+numpy==1.24.3
+oauthlib==3.2.2
+opt-einsum==3.3.0
+orjson==3.8.14
+packaging==23.1
+pandas==1.5.3
+parso==0.8.3
+patsy==0.5.3
+pickleshare==0.7.5
+Pillow==9.5.0
+platformdirs==3.5.1
+plotly==5.14.1
+plotly-resampler==0.8.3.2
+pmdarima==2.0.3
+prompt-toolkit==3.0.38
+prophet==1.1.3
+protobuf==3.19.6
+psutil==5.9.5
+pure-eval==0.2.2
+pyarrow==12.0.0
+pyasn1==0.5.0
+pyasn1-modules==0.3.0
+pydot==1.4.2
+Pygments==2.15.1
+PyMeeus==0.5.12
+pyod==1.0.9
+pyparsing==3.0.9
+pypdf==3.9.0
+python-dateutil==2.8.2
+pytorch-lightning==2.0.2
+pytz==2023.3
+pywin32==306
+PyYAML==6.0
+pyzmq==25.1.0
+qpd==0.4.1
+rasterio==1.3.7
+requests==2.31.0
+requests-oauthlib==1.3.1
+retrying==1.3.4
+rsa==4.9
+scikit-learn==1.2.2
+scipy==1.10.1
+seaborn==0.12.2
+shap==0.41.0
+six==1.16.0
+sklearn==0.0.post5
+slicer==0.0.7
+snuggs==1.4.7
+soupsieve==2.4.1
+sqlglot==14.1.1
+stack-data==0.6.2
+statsforecast==1.5.0
+statsmodels==0.14.0
+sympy==1.12
+tbats==1.1.3
+tenacity==8.2.2
+tensorboard==2.10.1
+tensorboard-data-server==0.6.1
+tensorboard-plugin-wit==1.8.1
+tensorboardX==2.6
+tensorflow==2.10.1
+tensorflow-estimator==2.10.0
+tensorflow-io-gcs-filesystem==0.31.0
+termcolor==2.3.0
+threadpoolctl==3.1.0
+torch==2.0.1
+torchmetrics==0.11.4
+tornado==6.3.2
+tqdm==4.65.0
+trace-updater==0.0.9.1
+traitlets==5.9.0
+triad==0.8.8
+typing_extensions==4.6.2
+urllib3==1.26.16
+wcwidth==0.2.6
+Werkzeug==2.2.3
+wrapt==1.15.0
+xarray==2023.5.0
+xgboost==1.7.5
+yarl==1.9.2
+zipp==3.15.0