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5e-database

Database for the D&D 5th Edition API

binari

Poetry generation system done as senior project in Bogazici University

dada-engine

This is a continuation of the project that can be found at http://dev.null.org/dadaengine/. It's was and will continue to be a toy system, but the master branch will always be stable. Will work on 64-bit systems.

ddsp

DDSP: Differentiable Digital Signal Processing

dualview

Source code for the paper DualView: Data Attribution from the Dual Perspective

faceshift

Design project for studio class Politics of Machines in TU Berlin/UdK Berlin

got-book-6

LSTM trained on the first five ASOIAF/GOT books

instrumentalembeddings

Installation prepared for the common course Politics of Machines in Technische Universiät Berlin and Universität der Künste Berlin.

languagedynamics

Repository for experimenting on a model of language emergence

liblinear

LIBLINEAR -- A Library for Large Linear Classification

lrp_toolbox

The LRP Toolbox provides simple and accessible stand-alone implementations of LRP for artificial neural networks supporting Matlab and Python. The Toolbox realizes LRP functionality for the Caffe Deep Learning Framework as an extension of Caffe source code published in 10/2015.

magenta

Magenta: Music and Art Generation with Machine Intelligence

poetry-generator

A Python2 based Backus-Naur poetry generator

pytorch_cifar10

Pretrained TorchVision models on CIFAR10 dataset (with weights)

pytorch_influence_functions

This is a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence Functions by Pang Wei Koh and Percy Liang.

quantus

Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations

rap-bot

LSTM networks applied to Eminem lyrics

scikit-learn-dual

scikit-learn: machine learning in Python

self-learning

Books Papers, Courses & more I have to learn soon

show-me-what-you-got

Online 2D one on one button mash fighting game coded for Applied Computer Networks course with Barış Zöngür

stylegan2

StyleGAN2 - Official TensorFlow Implementation

tcp-over-udp

A filesharing app done for Applied Networks course with Barış Zöngür. TCP-like protocol is implemented using UDP packets.

winter-school-on-synchronization

xcsvm

Extreme Classification SVMs

xrl-nip

Repository for NI Projects course of summer semester 2021. The project is an effort to better visualise and explain simple reinforcement learning agents.

xrlheroku

Final product for NI Project

yolcu-cmpe557

Repository for coding work done for the course CMPE 557 - Complex Systems in Spring 2019

zennit

Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.