<commit_before>---
layout: page
title: Teaching
permalink: /teaching/
---

Here are some teaching resources created by Dr. Park and the CATNIP lab.

## [Machine learning for neuroscience, a Cajal course (2023)](https://cajal-training.org/on-site/artificial-intelligence/)

## Neural Latent State and Dynamics Inference Workshop

* Target audience: neuroscientists with computational/statistical interest
* [python notebooks](https://github.com/catniplab/latent_dynamics_workshop/)

## Temporal Neural Data Analysis
<commit_msg>LDS for Neuro lecture notes linked<commit_after>---
layout: page
title: Teaching
permalink: /teaching/
---

Here are some teaching resources created by Dr. Park and the CATNIP lab.

## [Machine learning for neuroscience, a Cajal course (2023)](https://cajal-training.org/on-site/artificial-intelligence/)

## Linear Dynamical System for Neuroscience

* Target audience: Graduate students in Neuroscience with basic algebra and vector space background
* [lecture material, notes, and code](https://github.com/memming/linear-algebra-and-dynamics-lectures)

## Neural Latent State and Dynamics Inference Workshop

* Target audience: neuroscientists with computational/statistical interest
* [python notebooks](https://github.com/catniplab/latent_dynamics_workshop/)

## Temporal Neural Data Analysis

{'fraction_non_alphanumeric': 0.09743202416918428, 'fraction_numerical': 0.006042296072507553, 'mean_word_length': 5.279620853080568, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 5, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '5671216', 'n_tokens_mistral': 399, 'n_tokens_neox': 360, 'n_words': 122}