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machine-learning-i

Slides and lecture notes for the course 'machine learning I' taught at the Graduate School Neural Information Processing in Tuebingen.

mackelab-toolbox

mcmc

Collection of Monte Carlo (MC) and Markov Chain Monte Carlo (MCMC) algorithms applied on simple examples.

mcmc_pydata_london_2019

PyData London 2019 Tutorial on Markov chain Monte Carlo with PyMC3

meegnobis

Temporal Representational Similarity Analysis in Python

mglm

MGLM Toolbox for Matlab

mlprague2018_tutorial

Code and Datasets for the "Deep Learning for Music Classification using Keras" Workshop

models

Models and examples built with TensorFlow

modelsneuralsystems

Computer Practical Coursework for BCCN Berlin course "Models of Neural Systems" (2018/2019)

multi-level-vae

This repository contains a pytorch implementation for the paper: Multi-Level Variational Autoencoder (https://arxiv.org/abs/1705.08841), which was accepted at AAAI-18.

multivariate-hawks-process

Simulation and Estimation for Multivariate Hawks Process

mvpy

Implementations of statistical models in python with an emphasis on multivariate models.

ncrp

This is a repository and tutorial for nest Chinese Restaurant processes.

neural-decoding

Subspace identification, nuclear norm minimization, poisson noise, and other collected treats.

neural-hawkes-particle-smoothing

Source code of the neural Hawkes particle smoothing (ICML 2019)

neural-question-gen

CS224n project

neural-question-generation

Pytorch implementation of Paragraph-level Neural Question Generation with Maxout Pointer and Gated Self-attention Networks

neural_decoding

A python package that includes many methods for decoding neural activity

neural_question_generation

Implementation of <Learning to Ask: Neural Question Generation for Reading Comprehension> by Xinya Du et al.

neuralnetworkpointprocess

code for "Fully Neural Network based Model for General Temporal Point Processes"

neurodsp

Digital signal processing for neural time series.

neuroglm

Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).

neuropredict

Easy and comprehensive assessment of predictive power, with support for neuroimaging features

neurosummerschools

List of summer schools in neuroscience and related fields

neuroviz

A set of notebooks to introduce neuroscientists to concepts in information visualization.

ngcm_pandas_2017

Python data analysis course for 2017 NGCM Summer Academy

ngcm_sklearn_2017

scikit-learn course for 2017 NGCM Summer Academy

ni-project-rsa

Neural Information Processing project - Representation Similarity Analysis vs Performance

nqg

Code for the paper "Neural Question Generation from Text: A Preliminary Study"

nqg-1

neural question generation for reading comprehension