shreyashankar / debugging-ml-talkLinks
Code accompanying the "Debugging machine learning in production" talk
☆30Updated 3 years ago
Alternatives and similar repositories for debugging-ml-talk
Users that are interested in debugging-ml-talk are comparing it to the libraries listed below
Sorting:
- Toy example of an applied ML pipeline for me to experiment with MLOps tools.☆209Updated 3 years ago
- Deploy FastAI Trained PyTorch Model in TorchServe and Host in Amazon SageMaker Inference Endpoint☆73Updated 4 years ago
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆82Updated 3 years ago
- ForML - A development framework and MLOps platform for the lifecycle management of data science projects☆106Updated 2 years ago
- The fast.ai data ethics course☆17Updated 2 years ago
- A Collection of GitHub Actions That Facilitate MLOps☆208Updated 2 years ago
- The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning wo…☆171Updated 2 years ago
- A collection of machine learning model cards and datasheets.☆80Updated last week
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆149Updated last year
- A collection of inference modules for fastai2☆90Updated 3 years ago
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆183Updated last year
- Model-Logger is a Python library for storing model's profile and rapid inter model comparison.☆61Updated 3 years ago
- ☆17Updated 3 years ago
- Python ML pipeline that showcases mltrace functionality.☆28Updated 3 years ago
- Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).☆96Updated 2 years ago
- Neural networks in pandas☆51Updated 3 years ago
- Data Analysis Baseline Library☆133Updated last year
- Small Dataset Benchmarks on the Dataset of Datasets UCI++☆87Updated 3 years ago
- This codebase is a starting point to get your Machine Learning project into Production.☆43Updated 4 years ago
- Workshop on Target Leakage in Machine Learning I taught at ODSC Europe 2018 (London) and ODSC East 2019, 2020 (Boston)☆37Updated 5 years ago
- My experiments and progress within various fastai applications☆56Updated 5 years ago
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆263Updated 3 years ago
- Machine Learning / Deep Learning Environment. Everywhere. Anywhere.☆51Updated 5 years ago
- Research repo for code that may or may not end up in fastai3☆50Updated 4 years ago
- Practical ideas on securing machine learning models☆36Updated 4 years ago
- Ordinal Regression tutorial for the International Summer School on Deep Learning 2019☆70Updated 6 years ago
- Code samples and other materials for presentations by Bespoke tech team members☆82Updated 3 years ago
- Measure and visualize machine learning model performance without the usual boilerplate.☆99Updated last year
- Powerful rapid automatic EDA and feature engineering library with a very easy to use API 🌟☆53Updated 3 years ago
- ML project template facilitating both research and production phases.☆113Updated 6 years ago