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ai-safety-gridworlds

This is a suite of reinforcement learning environments illustrating various safety properties of intelligent agents.

annzoo

Collection of the most popular ANN architectures, implemented from scratch

auto-news-rss-to-tts-podcast

Automatically converts text RSS news feeds into audio files through TTS engines; from them it creates a podcast RSS feed that can be imported (through its integrated web server) into any podcast app!

awesome-inverse-reinforcement-learning

Literature and code for inverse reinforcement leanring research

faiss

A library for efficient similarity search and clustering of dense vectors.

gangogh

Using GANs to create Art

inverse-reinforcement-learning

Implementations of selected inverse reinforcement learning algorithms.

irl-benchmark

jibjib-model

Machine learning model for bird songs recognition

keras-tcn

Keras Temporal Convolutional Network.

lets-do-irl

Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)

libfreenect

Drivers and libraries for the Xbox Kinect device on WIndows, Linux, and OS X

lsentiment

A sentence-level LSTM baseline model for Sentiment Analysis

mad-twinnet

The code for the MaD TwinNet. Demo page:

minecraft

Simple Minecraft-inspired program using Python and Pyglet

mymusicbender

A Real-Time gestual interface for musical expression

p2gan-pytorch

pg-is-all-you-need

Policy Gradient is all you need! A step-by-step tutorial for well-known PG methods.

pychorus

Python module for detecting musical choruses

pytorch-rl

This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch

samplernn-pytorch

PyTorch implementation of SampleRNN: An Unconditional End-to-End Neural Audio Generation Model

singing-language-identification

small-text

Active Learning for Text Classification in Python

spleeter

Deezer source separation library including pretrained models.

tcn

Sequence modeling benchmarks and temporal convolutional networks

tensorflow-recommendation-wals

An end-to-end solution for website article recommendations based on Google Analytics data. Uses WALS matrix-factorization in TensorFlow, trained on Cloud ML Engine. Recommendations served with App Engine Flex and Cloud Endpoints. Orchestration is performed using Airflow on Cloud Composer. See the solution tutorials at:

truthfulqa

TruthfulQA: Measuring How Models Imitate Human Falsehoods

vocalseparation

Using Deep Learning for singing voice separation - Project for the course DT2119 Speech and Speaker Recognition offered by KTH in 2018

wrapyplot

A very thin wrapper for matplotlib.pyplot allowing easy dynamic plot generation