tsterbak / pydataberlin-2019Links
This Repository contains the material for my tutorial "Managing the end-to-end machine learning lifecycle with MLFlow" at pyData/pyCon Berlin 2019.
☆39Updated 2 years ago
Alternatives and similar repositories for pydataberlin-2019
Users that are interested in pydataberlin-2019 are comparing it to the libraries listed below
Sorting:
- ☆68Updated 5 years ago
- Tutorial for a new versioning Machine Learning pipeline☆80Updated 4 years ago
- Content for the Model Interpretability Tutorial at Pycon US 2019☆41Updated last year
- Content for Applied ML Workshop @ DataHack Summit 2019☆24Updated 5 years ago
- Using Kafka-Python to illustrate a ML production pipeline☆112Updated 2 years ago
- Production Machine Learning Pipeline for Text Classification with fastText☆34Updated 4 years ago
- ☆20Updated last year
- Guide on creating an API for serving your ML model☆67Updated 3 years ago
- Example project for the course "Testing & Monitoring Machine Learning Model Deployments"☆136Updated last year
- Assorted exercises and proof-of-concepts to understand and study machine learning and statistical learning theory☆45Updated 6 years ago
- A machine learning testing framework for sklearn and pandas. The goal is to help folks assess whether things have changed over time.☆103Updated 3 years ago
- Katana project is a FastAPI template for ASAP 🚀 ML API deployment☆112Updated last year
- ☆155Updated 4 years ago
- Metaflow tutorials for ODSC West 2021☆64Updated 3 years ago
- ☆54Updated 2 years ago
- Contains the code and deck for the presentation on Applying Deep Transfer Learning for NLP in Analytics Vidhya's DataHack Summit 2019☆82Updated 5 years ago
- Material for Talk at PyData Seattle 2017☆168Updated 7 years ago
- Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'☆121Updated 2 years ago
- Contains all tutorials and hands-on examples for the ODSC 2019 Workshop☆39Updated 5 years ago
- ∞ Priceloop Engineering Conventions for Scala, Python, Git Workflow etc☆100Updated 2 years ago
- Tutorial given at PyData LA 2018☆97Updated last year
- Data Science Project Template☆140Updated 6 years ago
- Hands-on examples showcasing popular NLP applications☆19Updated 6 years ago
- Repo for 5th place solution for WNS Hackathon on AnalyticsVidhya☆25Updated 5 years ago
- ☆16Updated 4 years ago
- Text summarization algorithm for the Capstone Project at Springboard code bootcamp☆54Updated 2 years ago
- Contains relevant notebooks for the hands-on NLP workshop for the Analytics India Magazine Plugin Conference -2020 Edition☆71Updated 5 years ago
- Model-Logger is a Python library for storing model's profile and rapid inter model comparison.☆61Updated 2 years ago
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆233Updated last year
- Codes used for the hack session in DHS 2019☆53Updated 5 years ago