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GitLab.com / abhirup_sinha / product-fault-detection
Development of a monitoring system that can identify the quality of the printing on the product using the historical vibration data and the quality and production log data.
Stars: 0
Forks: 0
Open Issues: 0
License: None
Language:
Dependencies:
137
Created: over 2 years ago
Updated: about 2 years ago
Last synced: over 1 year ago
Topics: feature engineering, machine-learning, python3, smart-quality-control
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Dependencies
environment.yml
conda
- _py-xgboost-mutex 2.0
- argon2-cffi 21.3.0
- argon2-cffi-bindings 21.2.0
- attrs 21.4.0
- backcall 0.2.0
- backports 1.0
- backports.functools_lru_cache 1.6.4
- bleach 4.1.0
- brotli 1.0.9
- brotli-bin 1.0.9
- ca-certificates 2021.10.8
- certifi 2021.10.8
- cffi 1.15.0
- colorama 0.4.4
- cycler 0.11.0
- debugpy 1.5.1
- decorator 5.1.1
- defusedxml 0.7.1
- entrypoints 0.4
- flit-core 3.6.0
- fonttools 4.29.1
- freetype 2.10.4
- icu 68.2
- importlib-metadata 4.10.1
- importlib_resources 5.4.0
- intel-openmp 2022.0.0
- ipykernel 6.8.0
- ipython 7.31.1
- ipython_genutils 0.2.0
- jbig 2.1
- jedi 0.18.1
- jinja2 3.0.3
- joblib 1.1.0
- jpeg 9e
- jsonschema 4.4.0
- jupyter_client 7.1.2
- jupyter_core 4.9.1
- jupyterlab_pygments 0.1.2
- kiwisolver 1.3.2
- lcms2 2.12
- lerc 3.0
- libblas 3.9.0
- libbrotlicommon 1.0.9
- libbrotlidec 1.0.9
- libbrotlienc 1.0.9
- libcblas 3.9.0
- libclang 11.1.0
- libdeflate 1.8
- liblapack 3.9.0
- libpng 1.6.37
- libsodium 1.0.18
- libtiff 4.3.0
- libxgboost 1.5.1
- libzlib 1.2.11
- lz4-c 1.9.3
- m2w64-gcc-libgfortran 5.3.0
- m2w64-gcc-libs 5.3.0
- m2w64-gcc-libs-core 5.3.0
- m2w64-gmp 6.1.0
- m2w64-libwinpthread-git 5.0.0.4634.697f757
- markupsafe 2.0.1
- matplotlib 3.5.1
- matplotlib-base 3.5.1
- matplotlib-inline 0.1.3
- mistune 0.8.4
- mkl 2022.0.0
- msys2-conda-epoch 20160418
- munkres 1.1.4
- nbclient 0.5.10
- nbconvert 6.4.1
- nbformat 5.1.3
- nest-asyncio 1.5.4
- notebook 6.4.8
- numpy 1.21.5
- olefile 0.46
- openjpeg 2.4.0
- openssl 1.1.1l
- packaging 21.3
- pandas 1.3.5
- pandoc 2.17.1.1
- pandocfilters 1.5.0
- parso 0.8.3
- patsy 0.5.2
- pickleshare 0.7.5
- pillow 8.4.0
- pip 22.0.3
- prometheus_client 0.13.1
- prompt-toolkit 3.0.26
- py-xgboost 1.5.1
- pycparser 2.21
- pygments 2.11.2
- pyparsing 3.0.7
- pyqt 5.12.3
- pyqt-impl 5.12.3
- pyqt5-sip 4.19.18
- pyqtchart 5.12
- pyqtwebengine 5.12.1
- pyrsistent 0.18.1
- python 3.7.12
- python-dateutil 2.8.2
- python_abi 3.7
- pytz 2021.3
- pywin32 303
- pywinpty 2.0.1
- pyzmq 22.3.0
- qt 5.12.9
- scikit-learn 1.0.2
- scipy 1.7.3
- seaborn 0.11.2
- seaborn-base 0.11.2
- send2trash 1.8.0
- setuptools 59.8.0
- six 1.16.0
- sqlite 3.37.0
- statsmodels 0.13.1
- tbb 2021.5.0
- terminado 0.13.1
- testpath 0.5.0
- threadpoolctl 3.1.0
- tk 8.6.11
- tornado 6.1
- traitlets 5.1.1
- typing_extensions 4.0.1
- ucrt 10.0.20348.0
- unicodedata2 14.0.0
- vc 14.2
- vs2015_runtime 14.29.30037
- wcwidth 0.2.5
- webencodings 0.5.1
- wheel 0.37.1
- winpty 0.4.3
- xgboost 1.5.1
- xz 5.2.5
- zeromq 4.3.4
- zipp 3.7.0
- zlib 1.2.11
- zstd 1.5.2