Popular GitHub Repositories for Mathematical Neuroscience

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.

AI constraint solver in Java to optimize the vehicle routing problem, employee rostering, task assignment, maintenance scheduling, conference scheduling and other planning problems.

NMA Computational Neuroscience course

Master the fundamentals of machine learning, deep learning, and mathematical optimization by building key concepts and models from scratch using Python.

Deep and online learning with spiking neural networks in Python

:chart_with_upwards_trend: Adaptive: parallel active learning of mathematical functions

ToRA is a series of Tool-integrated Reasoning LLM Agents designed to solve challenging mathematical reasoning problems by interacting with tools [ICLR'24].

Brian is a free, open source simulator for spiking neural networks.

Learnable latent embeddings for joint behavioral and neural analysis - Official implementation of CEBRA

A curated collection of resources and research related to the geometry of representations in the brain, deep networks, and beyond

Deep learning software to decode EEG, ECG or MEG signals

A Python library for creating and simulating large-scale brain models

A list of schools and researchers in computational neuroscience

CnSTD: 基于 PyTorch/MXNet 的 中文/英文 场景文字检测（Scene Text Detection）、数学公式检测（Mathematical Formula Detection, MFD）、篇章分析（Layout Analysis）的Python3 包

A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.

The motive behind Creating this repo is to feel the fear of mathematics and do what ever you want to do in Machine Learning , Deep Learning and other fields of AI

??专为数学建模设计的 Agent ,自动完成数学建模，生成一份完整的可以直接提交的论文。 An Agent Designed for Mathematical Modeling ,Automatically complete mathmodel and generate a complete paper ready for submission.

A Software Framework for Neuromorphic Computing