Star's repositories
Numerical-Analysis-Python
Python notebooks for Numerical Analysis
awesome-rl
Reinforcement learning resources curated
Basic-Introduction-to-Python
Introduction to Mathematics and Python using Neuroscience Examples
bayesian_est_workshop
Repository for the Bayesian parameter estimation workshop
CCM-site
NYU PSYCH-GA 3405.002 / DS-GS 3001.006 : Computational cognitive modeling
dopamine
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
ed4
Computational Cognitive Neuroscience, Fourth Edition
glambox
A python toolbox for the Gaze Weighted Linear Accumulator Model (GLAM)
hddm
HDDM is a python module that implements Hierarchical Bayesian parameter estimation of Drift Diffusion Models (via PyMC).
Hierarchical_network
Attractor model with valleys in the energy profile (Wimmer et al., Nature Communications, 2015)
homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
Machine-Learning-in-Python-Workshop
My workshop on machine learning using python language to implement different algorithms
Machine_Learning_Tutorials
Code, exercises and tutorials of my personal blog ! 📝
neuronal_dynamics_exercises
My attempts at the exercises in the book: Neuronal Dynamics by Gerstner et al
pdm
neuronaldynamics
Practical_RL
A course in reinforcement learning in the wild
PyDDM
A drift-diffusion modeling (DDM) framework for Python3
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
VisualizeMNIST
This project is real-time visualization of a network recognizing digits from user's input.