| --------- config parameters ---------- | |
| { | |
| "arch_params": { | |
| "schema": null | |
| }, | |
| "checkpoint_params": { | |
| "load_checkpoint": false, | |
| "schema": null | |
| }, | |
| "training_hyperparams": { | |
| "lr_warmup_epochs": 3, | |
| "lr_warmup_steps": 0, | |
| "lr_cooldown_epochs": 0, | |
| "warmup_initial_lr": 1e-06, | |
| "cosine_final_lr_ratio": 0.1, | |
| "optimizer": "Adam", | |
| "optimizer_params": { | |
| "weight_decay": 0.0001 | |
| }, | |
| "criterion_params": {}, | |
| "ema": true, | |
| "batch_accumulate": 1, | |
| "ema_params": { | |
| "decay": 0.9, | |
| "decay_type": "threshold" | |
| }, | |
| "zero_weight_decay_on_bias_and_bn": true, | |
| "load_opt_params": true, | |
| "run_validation_freq": 1, | |
| "save_model": true, | |
| "metric_to_watch": "[email protected]", | |
| "launch_tensorboard": false, | |
| "tb_files_user_prompt": false, | |
| "silent_mode": true, | |
| "mixed_precision": true, | |
| "tensorboard_port": null, | |
| "save_ckpt_epoch_list": [], | |
| "average_best_models": true, | |
| "dataset_statistics": false, | |
| "save_tensorboard_to_s3": false, | |
| "lr_schedule_function": null, | |
| "train_metrics_list": [], | |
| "valid_metrics_list": [ | |
| "DetectionMetrics_050(\n (post_prediction_callback): PPYoloEPostPredictionCallback()\n)" | |
| ], | |
| "greater_metric_to_watch_is_better": true, | |
| "precise_bn": false, | |
| "precise_bn_batch_size": null, | |
| "seed": 42, | |
| "lr_mode": "cosine", | |
| "phase_callbacks": null, | |
| "log_installed_packages": true, | |
| "sg_logger": "base_sg_logger", | |
| "sg_logger_params": { | |
| "tb_files_user_prompt": false, | |
| "project_name": "", | |
| "launch_tensorboard": false, | |
| "tensorboard_port": null, | |
| "save_checkpoints_remote": false, | |
| "save_tensorboard_remote": false, | |
| "save_logs_remote": false | |
| }, | |
| "warmup_mode": "linear_epoch_step", | |
| "step_lr_update_freq": null, | |
| "lr_updates": [], | |
| "clip_grad_norm": null, | |
| "pre_prediction_callback": null, | |
| "ckpt_best_name": "ckpt_best.pth", | |
| "enable_qat": false, | |
| "resume": false, | |
| "resume_path": null, | |
| "ckpt_name": "ckpt_latest.pth", | |
| "resume_strict_load": false, | |
| "sync_bn": false, | |
| "kill_ddp_pgroup_on_end": true, | |
| "max_train_batches": null, | |
| "max_valid_batches": null, | |
| "schema": { | |
| "type": "object", | |
| "properties": { | |
| "max_epochs": { | |
| "type": "number", | |
| "minimum": 1 | |
| }, | |
| "lr_decay_factor": { | |
| "type": "number", | |
| "minimum": 0, | |
| "maximum": 1 | |
| }, | |
| "lr_warmup_epochs": { | |
| "type": "number", | |
| "minimum": 0, | |
| "maximum": 10 | |
| }, | |
| "initial_lr": { | |
| "type": "number", | |
| "exclusiveMinimum": 0, | |
| "maximum": 10 | |
| } | |
| }, | |
| "if": { | |
| "properties": { | |
| "lr_mode": { | |
| "const": "step" | |
| } | |
| } | |
| }, | |
| "then": { | |
| "required": [ | |
| "lr_updates", | |
| "lr_decay_factor" | |
| ] | |
| }, | |
| "required": [ | |
| "max_epochs", | |
| "lr_mode", | |
| "initial_lr", | |
| "loss" | |
| ] | |
| }, | |
| "initial_lr": 0.0005, | |
| "max_epochs": 15, | |
| "loss": "PPYoloELoss(\n (static_assigner): ATSSAssigner()\n (assigner): TaskAlignedAssigner()\n)" | |
| }, | |
| "dataset_params": { | |
| "train_dataset_params": { | |
| "data_dir": "/content/New-pothole-detection-2", | |
| "images_dir": "/content/New-pothole-detection-2/train/images", | |
| "labels_dir": "/content/New-pothole-detection-2/train/labels", | |
| "classes": [ | |
| "-1", | |
| "0", | |
| "Pothole", | |
| "Potholes", | |
| "bache", | |
| "manhole", | |
| "object", | |
| "porthole", | |
| "pothole", | |
| "potholes" | |
| ], | |
| "input_dim": "[640, 640]", | |
| "cache_dir": null, | |
| "cache": false, | |
| "transforms": "[{'DetectionMosaic': {'input_dim': [640, 640], 'prob': 1.0}}, {'DetectionRandomAffine': {'degrees': 10.0, 'translate': 0.1, 'scales': [0.1, 2], 'shear': 2.0, 'target_size': [640, 640], 'filter_box_candidates': True, 'wh_thr': 2, 'area_thr': 0.1, 'ar_thr': 20}}, {'DetectionMixup': {'input_dim': [640, 640], 'mixup_scale': [0.5, 1.5], 'prob': 1.0, 'flip_prob': 0.5}}, {'DetectionHSV': {'prob': 1.0, 'hgain': 5, 'sgain': 30, 'vgain': 30}}, {'DetectionHorizontalFlip': {'prob': 0.5}}, {'DetectionPaddedRescale': {'input_dim': [640, 640], 'max_targets': 120}}, {'DetectionTargetsFormatTransform': {'input_dim': [640, 640], 'output_format': 'LABEL_CXCYWH'}}]", | |
| "class_inclusion_list": null, | |
| "max_num_samples": null | |
| }, | |
| "train_dataloader_params": { | |
| "batch_size": 16, | |
| "num_workers": 2, | |
| "shuffle": true, | |
| "drop_last": true, | |
| "pin_memory": true, | |
| "collate_fn": "<super_gradients.training.utils.detection_utils.DetectionCollateFN object at 0x7f74b1f19660>" | |
| }, | |
| "valid_dataset_params": { | |
| "data_dir": "/content/New-pothole-detection-2", | |
| "images_dir": "/content/New-pothole-detection-2/valid/images", | |
| "labels_dir": "/content/New-pothole-detection-2/valid/labels", | |
| "classes": [ | |
| "-1", | |
| "0", | |
| "Pothole", | |
| "Potholes", | |
| "bache", | |
| "manhole", | |
| "object", | |
| "porthole", | |
| "pothole", | |
| "potholes" | |
| ], | |
| "input_dim": "[640, 640]", | |
| "cache_dir": null, | |
| "cache": false, | |
| "transforms": "[{'DetectionPaddedRescale': {'input_dim': [640, 640]}}, {'DetectionTargetsFormatTransform': {'max_targets': 50, 'input_dim': [640, 640], 'output_format': 'LABEL_CXCYWH'}}]", | |
| "class_inclusion_list": null, | |
| "max_num_samples": null | |
| }, | |
| "valid_dataloader_params": { | |
| "batch_size": 16, | |
| "num_workers": 2, | |
| "drop_last": false, | |
| "pin_memory": true, | |
| "collate_fn": "<super_gradients.training.utils.detection_utils.DetectionCollateFN object at 0x7f74b17472b0>" | |
| }, | |
| "schema": null | |
| }, | |
| "additional_log_items": { | |
| "initial_LR": 0.0005, | |
| "num_devices": 1, | |
| "multi_gpu": "None", | |
| "device_type": "Tesla T4", | |
| "installed_packages": [ | |
| "Babel 2.12.1", | |
| "CacheControl 0.12.11", | |
| "Cython 0.29.34", | |
| "Deprecated 1.2.13", | |
| "Flask 2.2.4", | |
| "GDAL 3.3.2", | |
| "Jinja2 3.1.2", | |
| "LunarCalendar 0.0.9", | |
| "Markdown 3.4.3", | |
| "MarkupSafe 2.1.2", | |
| "Pillow 9.5.0", | |
| "PyDrive 1.3.1", | |
| "PyMeeus 0.5.12", | |
| "PyOpenGL 3.1.6", | |
| "PySocks 1.7.1", | |
| "PyWavelets 1.4.1", | |
| "PyYAML 6.0", | |
| "Pygments 2.14.0", | |
| "SQLAlchemy 2.0.10", | |
| "Send2Trash 1.8.0", | |
| "Sphinx 4.0.3", | |
| "Werkzeug 2.3.0", | |
| "absl-py 1.4.0", | |
| "alabaster 0.7.13", | |
| "albumentations 1.2.1", | |
| "altair 4.2.2", | |
| "antlr4-python3-runtime 4.9.3", | |
| "anyio 3.6.2", | |
| "appdirs 1.4.4", | |
| "argon2-cffi 21.3.0", | |
| "argon2-cffi-bindings 21.2.0", | |
| "array-record 0.2.0", | |
| "arviz 0.15.1", | |
| "astropy 5.2.2", | |
| "astunparse 1.6.3", | |
| "attrs 23.1.0", | |
| "audioread 3.0.0", | |
| "autograd 1.5", | |
| "backcall 0.2.0", | |
| "beautifulsoup4 4.11.2", | |
| "bleach 6.0.0", | |
| "blis 0.7.9", | |
| "blosc2 2.0.0", | |
| "bokeh 2.4.3", | |
| "boto3 1.26.133", | |
| "botocore 1.29.133", | |
| "branca 0.6.0", | |
| "build 0.10.0", | |
| "cached-property 1.5.2", | |
| "cachetools 5.3.0", | |
| "catalogue 2.0.8", | |
| "certifi 2022.12.7", | |
| "cffi 1.15.1", | |
| "chardet 4.0.0", | |
| "charset-normalizer 2.0.12", | |
| "chex 0.1.7", | |
| "click 8.1.3", | |
| "cloudpickle 2.2.1", | |
| "cmake 3.25.2", | |
| "cmdstanpy 1.1.0", | |
| "colorcet 3.0.1", | |
| "coloredlogs 15.0.1", | |
| "colorlover 0.3.0", | |
| "community 1.0.0b1", | |
| "confection 0.0.4", | |
| "cons 0.4.5", | |
| "contextlib2 0.6.0.post1", | |
| "contourpy 1.0.7", | |
| "convertdate 2.4.0", | |
| "coverage 5.3.1", | |
| "cryptography 40.0.2", | |
| "cufflinks 0.17.3", | |
| "cupy-cuda11x 11.0.0", | |
| "cvxopt 1.3.0", | |
| "cvxpy 1.3.1", | |
| "cycler 0.10.0", | |
| "cymem 2.0.7", | |
| "dask 2022.12.1", | |
| "datascience 0.17.6", | |
| "db-dtypes 1.1.1", | |
| "debugpy 1.6.6", | |
| "decorator 4.4.2", | |
| "defusedxml 0.7.1", | |
| "distributed 2022.12.1", | |
| "dlib 19.24.1", | |
| "dm-tree 0.1.8", | |
| "docutils 0.16", | |
| "dopamine-rl 4.0.6", | |
| "duckdb 0.7.1", | |
| "earthengine-api 0.1.350", | |
| "easydict 1.10", | |
| "ecos 2.0.12", | |
| "editdistance 0.6.2", | |
| "einops 0.3.2", | |
| "en-core-web-sm 3.5.0", | |
| "entrypoints 0.4", | |
| "ephem 4.1.4", | |
| "et-xmlfile 1.1.0", | |
| "etils 1.2.0", | |
| "etuples 0.3.8", | |
| "exceptiongroup 1.1.1", | |
| "fastai 2.7.12", | |
| "fastcore 1.5.29", | |
| "fastdownload 0.0.7", | |
| "fastjsonschema 2.16.3", | |
| "fastprogress 1.0.3", | |
| "fastrlock 0.8.1", | |
| "filelock 3.12.0", | |
| "firebase-admin 5.3.0", | |
| "flatbuffers 23.3.3", | |
| "flax 0.6.9", | |
| "folium 0.14.0", | |
| "fonttools 4.39.3", | |
| "frozendict 2.3.7", | |
| "fsspec 2023.4.0", | |
| "future 0.18.3", | |
| "gast 0.4.0", | |
| "gdown 4.6.6", | |
| "gensim 4.3.1", | |
| "geographiclib 2.0", | |
| "geopy 2.3.0", | |
| "gin-config 0.5.0", | |
| "glob2 0.7", | |
| "google 2.0.3", | |
| "google-api-core 2.11.0", | |
| "google-api-python-client 2.84.0", | |
| "google-auth 2.17.3", | |
| "google-auth-httplib2 0.1.0", | |
| "google-auth-oauthlib 1.0.0", | |
| "google-cloud-bigquery 3.9.0", | |
| "google-cloud-bigquery-storage 2.19.1", | |
| "google-cloud-core 2.3.2", | |
| "google-cloud-datastore 2.15.1", | |
| "google-cloud-firestore 2.11.0", | |
| "google-cloud-language 2.9.1", | |
| "google-cloud-storage 2.8.0", | |
| "google-cloud-translate 3.11.1", | |
| "google-colab 1.0.0", | |
| "google-crc32c 1.5.0", | |
| "google-pasta 0.2.0", | |
| "google-resumable-media 2.5.0", | |
| "googleapis-common-protos 1.59.0", | |
| "googledrivedownloader 0.4", | |
| "graphviz 0.20.1", | |
| "greenlet 2.0.2", | |
| "grpcio 1.54.0", | |
| "grpcio-status 1.48.2", | |
| "gspread 3.4.2", | |
| "gspread-dataframe 3.0.8", | |
| "gym 0.25.2", | |
| "gym-notices 0.0.8", | |
| "h5netcdf 1.1.0", | |
| "h5py 3.8.0", | |
| "hijri-converter 2.3.1", | |
| "holidays 0.23", | |
| "holoviews 1.15.4", | |
| "html5lib 1.1", | |
| "httpimport 1.3.0", | |
| "httplib2 0.21.0", | |
| "humanfriendly 10.0", | |
| "humanize 4.6.0", | |
| "hydra-core 1.3.2", | |
| "hyperopt 0.2.7", | |
| "idna 2.10", | |
| "imageio 2.25.1", | |
| "imageio-ffmpeg 0.4.8", | |
| "imagesize 1.4.1", | |
| "imbalanced-learn 0.10.1", | |
| "imgaug 0.4.0", | |
| "importlib-resources 5.12.0", | |
| "imutils 0.5.4", | |
| "inflect 6.0.4", | |
| "iniconfig 2.0.0", | |
| "intel-openmp 2023.1.0", | |
| "ipykernel 5.5.6", | |
| "ipython 7.34.0", | |
| "ipython-genutils 0.2.0", | |
| "ipython-sql 0.4.1", | |
| "ipywidgets 7.7.1", | |
| "itsdangerous 2.1.2", | |
| "jax 0.4.8", | |
| "jaxlib 0.4.7+cuda11.cudnn86", | |
| "jieba 0.42.1", | |
| "jmespath 1.0.1", | |
| "joblib 1.2.0", | |
| "json-tricks 3.16.1", | |
| "jsonpickle 3.0.1", | |
| "jsonschema 4.3.3", | |
| "jupyter-client 6.1.12", | |
| "jupyter-console 6.1.0", | |
| "jupyter-core 5.3.0", | |
| "jupyter-server 1.24.0", | |
| "jupyterlab-pygments 0.2.2", | |
| "jupyterlab-widgets 3.0.7", | |
| "kaggle 1.5.13", | |
| "keras 2.12.0", | |
| "kiwisolver 1.4.4", | |
| "korean-lunar-calendar 0.3.1", | |
| "langcodes 3.3.0", | |
| "lazy-loader 0.2", | |
| "libclang 16.0.0", | |
| "librosa 0.10.0.post2", | |
| "lightgbm 3.3.5", | |
| "lit 16.0.3", | |
| "llvmlite 0.39.1", | |
| "locket 1.0.0", | |
| "logical-unification 0.4.5", | |
| "lxml 4.9.2", | |
| "markdown-it-py 2.2.0", | |
| "matplotlib 3.7.1", | |
| "matplotlib-inline 0.1.6", | |
| "matplotlib-venn 0.11.9", | |
| "mdurl 0.1.2", | |
| "miniKanren 1.0.3", | |
| "missingno 0.5.2", | |
| "mistune 0.8.4", | |
| "mizani 0.8.1", | |
| "mkl 2019.0", | |
| "ml-dtypes 0.1.0", | |
| "mlxtend 0.14.0", | |
| "more-itertools 9.1.0", | |
| "moviepy 1.0.3", | |
| "mpmath 1.3.0", | |
| "msgpack 1.0.5", | |
| "multipledispatch 0.6.0", | |
| "multitasking 0.0.11", | |
| "murmurhash 1.0.9", | |
| "music21 8.1.0", | |
| "natsort 8.3.1", | |
| "nbclient 0.7.4", | |
| "nbconvert 6.5.4", | |
| "nbformat 5.8.0", | |
| "nest-asyncio 1.5.6", | |
| "networkx 3.1", | |
| "nibabel 3.0.2", | |
| "nltk 3.8.1", | |
| "notebook 6.4.8", | |
| "numba 0.56.4", | |
| "numexpr 2.8.4", | |
| "numpy 1.22.4", | |
| "nvidia-cublas-cu11 11.10.3.66", | |
| "nvidia-cuda-nvrtc-cu11 11.7.99", | |
| "nvidia-cuda-runtime-cu11 11.7.99", | |
| "nvidia-cudnn-cu11 8.5.0.96", | |
| "oauth2client 4.1.3", | |
| "oauthlib 3.2.2", | |
| "omegaconf 2.3.0", | |
| "onnx 1.13.0", | |
| "onnx-simplifier 0.4.28", | |
| "onnxruntime 1.13.1", | |
| "opencv-contrib-python 4.7.0.72", | |
| "opencv-python 4.7.0.72", | |
| "opencv-python-headless 4.7.0.72", | |
| "openpyxl 3.0.10", | |
| "opt-einsum 3.3.0", | |
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| "packaging 23.1", | |
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| "pandas-gbq 0.17.9", | |
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| "panel 0.14.4", | |
| "param 1.13.0", | |
| "parso 0.8.3", | |
| "partd 1.4.0", | |
| "pathlib 1.0.1", | |
| "pathy 0.10.1", | |
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| "pexpect 4.8.0", | |
| "pickleshare 0.7.5", | |
| "pip 23.1.2", | |
| "pip-tools 6.13.0", | |
| "platformdirs 3.3.0", | |
| "plotly 5.13.1", | |
| "plotnine 0.10.1", | |
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| "pooch 1.6.0", | |
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| "protobuf 3.20.3", | |
| "psutil 5.9.5", | |
| "psycopg2 2.9.6", | |
| "ptyprocess 0.7.0", | |
| "py4j 0.10.9.7", | |
| "pyDeprecate 0.3.2", | |
| "py-cpuinfo 9.0.0", | |
| "pyarrow 9.0.0", | |
| "pyasn1 0.5.0", | |
| "pyasn1-modules 0.3.0", | |
| "pycocotools 2.0.4", | |
| "pycparser 2.21", | |
| "pyct 0.5.0", | |
| "pydantic 1.10.7", | |
| "pydata-google-auth 1.7.0", | |
| "pydot 1.4.2", | |
| "pydot-ng 2.0.0", | |
| "pydotplus 2.0.2", | |
| "pyerfa 2.0.0.3", | |
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| "pyparsing 2.4.7", | |
| "pyproject-hooks 1.0.0", | |
| "pyrsistent 0.19.3", | |
| "pytensor 2.10.1", | |
| "pytest 7.2.2", | |
| "python-apt 0.0.0", | |
| "python-dateutil 2.8.2", | |
| "python-dotenv 1.0.0", | |
| "python-louvain 0.16", | |
| "python-slugify 8.0.1", | |
| "python-utils 3.5.2", | |
| "pytube 15.0.0", | |
| "pytz 2022.7.1", | |
| "pytz-deprecation-shim 0.1.0.post0", | |
| "pyviz-comms 2.2.1", | |
| "pyzmq 23.2.1", | |
| "qdldl 0.1.7", | |
| "qudida 0.0.4", | |
| "rapidfuzz 3.0.0", | |
| "regex 2022.10.31", | |
| "requests 2.27.1", | |
| "requests-oauthlib 1.3.1", | |
| "requests-toolbelt 1.0.0", | |
| "requirements-parser 0.5.0", | |
| "rich 13.3.4", | |
| "roboflow 1.0.8", | |
| "rpy2 3.5.5", | |
| "rsa 4.9", | |
| "s3transfer 0.6.1", | |
| "scikit-image 0.19.3", | |
| "scikit-learn 1.2.2", | |
| "scipy 1.10.1", | |
| "scs 3.2.3", | |
| "seaborn 0.12.2", | |
| "setuptools 67.7.2", | |
| "shapely 2.0.1", | |
| "six 1.16.0", | |
| "sklearn-pandas 2.2.0", | |
| "smart-open 6.3.0", | |
| "sniffio 1.3.0", | |
| "snowballstemmer 2.2.0", | |
| "sortedcontainers 2.4.0", | |
| "soundfile 0.12.1", | |
| "soupsieve 2.4.1", | |
| "soxr 0.3.5", | |
| "spacy 3.5.2", | |
| "spacy-legacy 3.0.12", | |
| "spacy-loggers 1.0.4", | |
| "sphinx-rtd-theme 1.2.0", | |
| "sphinxcontrib-applehelp 1.0.4", | |
| "sphinxcontrib-devhelp 1.0.2", | |
| "sphinxcontrib-htmlhelp 2.0.1", | |
| "sphinxcontrib-jquery 4.1", | |
| "sphinxcontrib-jsmath 1.0.1", | |
| "sphinxcontrib-qthelp 1.0.3", | |
| "sphinxcontrib-serializinghtml 1.1.5", | |
| "sqlparse 0.4.4", | |
| "srsly 2.4.6", | |
| "statsmodels 0.13.5", | |
| "stringcase 1.2.0", | |
| "super-gradients 3.1.0", | |
| "sympy 1.11.1", | |
| "tables 3.8.0", | |
| "tabulate 0.8.10", | |
| "tblib 1.7.0", | |
| "tenacity 8.2.2", | |
| "tensorboard 2.12.2", | |
| "tensorboard-data-server 0.7.0", | |
| "tensorboard-plugin-wit 1.8.1", | |
| "tensorflow 2.12.0", | |
| "tensorflow-datasets 4.9.2", | |
| "tensorflow-estimator 2.12.0", | |
| "tensorflow-gcs-config 2.12.0", | |
| "tensorflow-hub 0.13.0", | |
| "tensorflow-io-gcs-filesystem 0.32.0", | |
| "tensorflow-metadata 1.13.1", | |
| "tensorflow-probability 0.19.0", | |
| "tensorstore 0.1.36", | |
| "termcolor 1.1.0", | |
| "terminado 0.17.1", | |
| "text-unidecode 1.3", | |
| "textblob 0.17.1", | |
| "tf-slim 1.1.0", | |
| "thinc 8.1.9", | |
| "threadpoolctl 3.1.0", | |
| "tifffile 2023.4.12", | |
| "tinycss2 1.2.1", | |
| "toml 0.10.2", | |
| "tomli 2.0.1", | |
| "toolz 0.12.0", | |
| "torch 1.13.1", | |
| "torchaudio 2.0.1+cu118", | |
| "torchdata 0.6.0", | |
| "torchinfo 1.7.2", | |
| "torchmetrics 0.8.0", | |
| "torchsummary 1.5.1", | |
| "torchtext 0.15.1", | |
| "torchvision 0.14.1", | |
| "tornado 6.3.1", | |
| "tqdm 4.65.0", | |
| "traitlets 5.7.1", | |
| "treelib 1.6.1", | |
| "triton 2.0.0", | |
| "tweepy 4.13.0", | |
| "typer 0.7.0", | |
| "types-setuptools 67.7.0.2", | |
| "typing-extensions 4.5.0", | |
| "tzdata 2023.3", | |
| "tzlocal 4.3", | |
| "uritemplate 4.1.1", | |
| "urllib3 1.26.15", | |
| "vega-datasets 0.9.0", | |
| "wasabi 1.1.1", | |
| "wcwidth 0.2.6", | |
| "webcolors 1.13", | |
| "webencodings 0.5.1", | |
| "websocket-client 1.5.1", | |
| "wget 3.2", | |
| "wheel 0.40.0", | |
| "widgetsnbextension 3.6.4", | |
| "wordcloud 1.8.2.2", | |
| "wrapt 1.14.1", | |
| "xarray 2022.12.0", | |
| "xarray-einstats 0.5.1", | |
| "xgboost 1.7.5", | |
| "xlrd 2.0.1", | |
| "yellowbrick 1.5", | |
| "yfinance 0.2.18", | |
| "youtube-dl 2021.12.17", | |
| "zict 3.0.0", | |
| "zipp 3.15.0", | |
| "PyGObject 3.36.0", | |
| "dbus-python 1.2.16", | |
| "requests-unixsocket 0.2.0" | |
| ] | |
| } | |
| } | |
| ------- config parameters end -------- | |