neurohari Goto Github PK

bda_course_aalto

Bayesian Data Analysis course at Aalto

coin

The COntextual INference (COIN) model

corticaldynamics

Code for training neural network controllers to emulate posture and reach tasks

feedback-alignment-pytorch

Implementation of feedback alignment learning in PyTorch

hfopt-matlab

A parallel, cpu-based matlab implemention of the Hessian Free (HF) optimization (feed forward networks, recurrent neural networks (RNN), multiplicative recurrente neural networks (MRNN)).

machinelearning

Exercises for the Stanford/Coursera Machine Learning Class

neuraldecoders

neurallatents.github.io

neurohari

Config files for my GitHub profile.

neurohari.github.io

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

psid

Preferential Subspace Identification Algorithm

pydmps

reinforcement_learning-pacman

code of reinforcement learning agent learning to play pacman game. A part of exercises in berkley university's course on AI

reservoir-networks

shared notes on learning theories

soc_paper

Code for simulations of our paper (in revision): "An approximate stochastic optimal control framework to simulate nonlinear neuro-musculoskeletal models in the presence of noise"

torch-e2c

Torch7 impementation of: Embed to Control: A Locally Linear Latent Dynamics Model for Control from Raw Images

webpage

overview