MLOps
Python-Roadmap
| MLOps | Python-Roadmap | |
|---|---|---|
| 1 | 1 | |
| 7 | 352 | |
| - | - | |
| 1.6 | 1.8 | |
| about 1 year ago | about 1 year ago | |
| Jupyter Notebook | Jupyter Notebook | |
| MIT License | - |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
MLOps
Python-Roadmap
-
Go Roadmap
There is one in roadmap.sh. But, I feel like it's not that detailed. From what I know, there are some random github repos for python roadmap like https://github.com/hemansnation/Python-Roadmap and some articles like https://www.bestcolleges.com/bootcamps/guides/python-projects-for-beginners/ Or maybe this one https://www.reddit.com/r/Python/comments/z3gntf/detailed_python_developer_roadmap/?utm_medium=android_app&utm_source=share
What are some alternatives?
VevestaX - 2 Lines of code to track ML experiments + EDA + check into Github
ipl-2023-best-players - A rating system for IPL players who played in 2023, along with data scrapped from howstat
bodywork-pipeline-with-aporia-monitoring - Integrating Aporia ML model monitoring into a Bodywork serving pipeline.
sdwebuiapi - Python API client for AUTOMATIC1111/stable-diffusion-webui
mlflow-deployments - Source code for the post Effortless deployments with MLFlow, showcasing how logging models using MLFLow can provide you want to easily deploy them in production later.
AI-Enabled-B2B-FINTECH-Management - AI-Enabled FinTech B2B Invoice Management Application
NLP-CNN-Subreddit-Sorter-Heroku-App - End-to-end development of an application using a convolutional neural network that suggests to users/moderators which technical subreddit a post actually belongs to. Novel method to determine # of CNN filters. Custom Word2vec embeddings. The subreddits chosen are all technical and similar, and benefit users/moderators interested in data science and related fields. (Exploratory data analysis, feature engineering, custom word2vec embeddings, convolutional neural network, deployment via flask to Heroku )
bsm-time-machine - A Black-Scholes-based options backtesting simulator
nwtraderaanalytics - nwtraderaanalytics is a Jupyter Notebook designed to enrich the exploration of the search results provided by Tradera.com (the swedish version of eBay) and to help you bidding to the best auctions.
100-days-of-code-python - 100 Days of Code: The Complete Python Pro Bootcamp
notebooks - Tutorials, Research, Concepts and ideas notes