From c3e7fd35a232cc31dcec44502566ac051c5631e7 Mon Sep 17 00:00:00 2001
From: Patrick Kidger <33688385+patrick-kidger@users.noreply.github.com>
Date: Fri, 6 Oct 2023 15:43:29 +0100
Subject: [PATCH] Update ecosystem links

---
 README.md | 10 ++++++++--
 1 file changed, 8 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 63275c3..39a9919 100644
--- a/README.md
+++ b/README.md
@@ -49,14 +49,20 @@ Available at [https://docs.kidger.site/jaxtyping](https://docs.kidger.site/jaxty
 
 [Diffrax](https://github.com/patrick-kidger/diffrax): numerical differential equation solvers.
 
-[Lineax](https://github.com/google/lineax): linear solvers and linear least squares.
+[Optimistix](https://github.com/patrick-kidger/optimistix): root finding, minimisation, fixed points, and least squares.
 
-[Eqxvision](https://github.com/paganpasta/eqxvision): computer vision models.
+[Lineax](https://github.com/google/lineax): linear solvers.
+
+[BlackJAX](https://github.com/blackjax-devs/blackjax): probabilistic+Bayesian sampling.
 
 [sympy2jax](https://github.com/google/sympy2jax): SymPy<->JAX conversion; train symbolic expressions via gradient descent.
 
+[Eqxvision](https://github.com/paganpasta/eqxvision): computer vision models.
+
 [Levanter](https://github.com/stanford-crfm/levanter): scalable+reliable training of foundation models (e.g. LLMs).
 
+[PySR](https://github.com/milesCranmer/PySR): symbolic regression. (Non-JAX honourable mention!)
+
 ### Disclaimer
 
 This is not an official Google product.