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GitHub / iusztinpaul / energy-forecasting
🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | 𝗟𝗲𝗮𝗿𝗻 𝗠𝗟𝗘 & 𝗠𝗟𝗢𝗽𝘀 for free by designing, building and deploying an end-to-end ML batch system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 2.5 𝘩𝘰𝘶𝘳𝘴 𝘰𝘧 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 & 𝘷𝘪𝘥𝘦𝘰 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iusztinpaul%2Fenergy-forecasting
Stars: 775
Forks: 174
Open Issues: 1
License: mit
Language: Python
Repo Size: 4.1 MB
Dependencies:
56
Created: over 1 year ago
Updated: about 2 months ago
Last pushed: 2 months ago
Last synced: 2 months ago
Topics: 3-pipeline-design, airflow, batch-processing, cicd, data-versioning, docker, fastapi, feature-store, gcp, github-actions, great-expectations, hopsworks, ml-monitoring, mlops, model-registry, poetry, python, sktime, streamlit, weights-and-biases
Files
Dependencies
- matplotlib ==3.6.3
- yarl ==1.8.2
- category-encoders ==2.6.0
- fire ==0.5.0
- hopsworks ==3.0.5
- category-encoders ^2.6.0
- pyarrow ^11.0.0
- python ^3.9
- tqdm ^4.64.1
- wandb ^0.13.10
- black 23.1.0 develop
- mypy-extensions 1.0.0 develop
- pathspec 0.11.0 develop
- platformdirs 3.0.0 develop
- tomli 2.0.1 develop
- GitPython 3.1.30
- PyYAML 6.0
- appdirs 1.4.4
- category-encoders 2.6.0
- certifi 2022.12.7
- charset-normalizer 3.0.1
- click 8.1.3
- colorama 0.4.6
- docker-pycreds 0.4.0
- fire 0.5.0
- gitdb 4.0.10
- idna 3.4
- joblib 1.2.0
- lightgbm 3.3.5
- numpy 1.24.2
- packaging 23.0
- pandas 1.5.3
- pathtools 0.1.2
- patsy 0.5.3
- protobuf 4.21.12
- psutil 5.9.4
- pyarrow 11.0.0
- python-dateutil 2.8.2
- pytz 2022.7.1
- requests 2.28.2
- scikit-learn 1.2.1
- scipy 1.10.0
- scipy 1.8.1
- sentry-sdk 1.15.0
- setproctitle 1.3.2
- setuptools 67.3.2
- six 1.16.0
- smmap 5.0.0
- statsmodels 0.13.5
- termcolor 2.2.0
- threadpoolctl 3.1.0
- tqdm 4.64.1
- typing-extensions 4.5.0
- urllib3 1.26.14
- wandb 0.13.10
- wheel 0.38.4