kashefy

mi1notes

My notes for Prof. Klaus Obermayer's "Machine Intelligence 1 - Supervised Learning" course at the TU Berlin

mi2notes

My notes for Prof. Klaus Obermayer's "Machine Intelligence 2 - Unsupervised Learning" course at the TU Berlin

elm

The ELM Library Project, a framework for building learning machines.

caffe

Caffe: a fast open framework for deep learning.

rsatools

Collection of tools for RSA

auditory-front-end

Two!Ears Auditory Front-End module

Auditory-Machine-Learning-Training-and-Testing-Pipeline

Training of the identity knowledge sources of the blackboard system

batch_size

blackboard-system

Two!Ears Cognition

caffe-with-spearmint

Automatic Caffe parameter search via Spearmint Bayesian optimisation

documentation

Sphinx documentation of Two!Ears

examples

Example application of the Two!Ears Auditory Model

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

grk_kempter_episodic_mem

Exercise to GRK Lecture "the Neural Basis of Episodic Memory"

IntrinsicDimDeep

Code for the intrinsic dimensionality estimate of data representations

java_jail

chroot java jail, and JSON java trace printer

Multi-Task-Learning-PyTorch

PyTorch implementation of multi-task learning architectures, incl. MTI-Net (ECCV2020).

network

basic implementation for training neural networks as described in Michael Nielsen' online book "Neural Networks and Deep Learning"

nideep

collection of utilities to use with deep learning libraries (e.g. tensorflow, caffe)

nip-convnet

Convolutional Autoencoder implemented in Tensorflow

prometheus-smartctl

HDD S.M.A.R.T exporter for Prometheus written in Python

requirements

RSA_object_classification

RSA on neural networks: image classification task

segmentation-training-pipeline

This repository contains all functions necessary to train the SegmentationKS of the blackboard system.

seism

Supervised Evaluation of Image Segmentation Methods

sem

taskgrouping

Code for Which Tasks Should Be Learned Together in Multi-task Learning?

transform

[WIP] runners and scripts for transformer nets

TwoEars

Two!Ears Auditory Model - Official releases

w-2018

ML on world cup data