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yvesdu's Projects

algorithms icon algorithms

Minimal examples of data structures and algorithms in Python

applied-ml icon applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

cloudflare-saas-stack icon cloudflare-saas-stack

Quickly make and deploy full-stack apps with database, auth, styling, storage etc. figured out for you.

cvxpy icon cvxpy

A Python-embedded modeling language for convex optimization problems.

indigo icon indigo

:ramen: Minimalist Jekyll Template

jax icon jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

ml-design-docs icon ml-design-docs

📄 Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)

mlflow icon mlflow

Open source platform for the machine learning lifecycle

ollama icon ollama

Get up and running with Llama 2 and other large language models locally

probability icon probability

Probabilistic reasoning and statistical analysis in TensorFlow

pymc icon pymc

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara

python icon python

All Algorithms implemented in Python

python-is-cool icon python-is-cool

Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.

pytorch-lightning icon pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

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