bpesquet / mlkatas
(Phased out) A series of challenges for practicing your Machine Learning and Deep Learning skills
β66Updated 8 months ago
Related projects β
Alternatives and complementary repositories for mlkatas
- π― kettle is a CLI tool for creating and deploying cloud functions & docker containers for machine learningβ32Updated last year
- Tutorial for a new versioning Machine Learning pipelineβ81Updated 3 years ago
- β106Updated 6 years ago
- β54Updated last year
- https://machinelearning.wtf/ - An online glossary of machine learning terms.β36Updated last year
- Experiment orchestrationβ103Updated 4 years ago
- A machine learning testing framework for sklearn and pandas. The goal is to help folks assess whether things have changed over time.β101Updated 3 years ago
- Professional visualizations of COVID-19, emulating NYT, The Guardian, Washington Post, The Economist & others, using only Python & Altairβ¦β23Updated 2 years ago
- Public repository for versioning machine learning dataβ42Updated 2 years ago
- The fast.ai data ethics courseβ14Updated last year
- β92Updated 3 years ago
- Measure and visualize machine learning model performance without the usual boilerplate.β96Updated 2 months ago
- Create publication-quality books from Jupyter notebooksβ232Updated last year
- Know your ML Score based on Sculley's paperβ34Updated 5 years ago
- Lightweight, Python library for fast and reproducible experimentationβ134Updated 5 years ago
- Dockerized ML Cookiecutterβ71Updated last year
- Testing framework to simplify writing ML unit tests.β346Updated 5 years ago
- β60Updated 6 years ago
- Functional machine learning for funβ84Updated 3 years ago
- ML project template facilitating both research and production phases.β102Updated 5 years ago
- Machine learning flashcardsβ217Updated 3 years ago
- (Phased out) My textbook for teaching Machine Learningβ38Updated 8 months ago
- Deliberate Practice for Learning Deep Learningβ108Updated 6 years ago
- a python grammar for evolutionary algorithms and heuristicsβ187Updated 2 years ago
- A list of extensions for the fastai library.β160Updated 3 years ago
- Jupyter Tips, Tricks, Best Practices with Sample Code for Productivity Boostβ420Updated 5 years ago
- A place where I build Dockerfiles used in other projects. Built in CircleCI.β19Updated 4 years ago
- β101Updated last year
- A CD4ML Example Setup on AWS S3, GitLab with DVCβ24Updated last year