PrajitR

faiss

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

the-super-tiny-compiler

:snowman: Possibly the smallest compiler ever

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

lectures

Oxford Deep NLP 2017 course

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

ganhacks

starter from "How to Train a GAN?" at NIPS2016

ParlAI

A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

sentencepiece

Unsupervised text tokenizer for Neural Network-based text generation.

librosa

Python library for audio and music analysis

seq2seq

A general-purpose encoder-decoder framework for Tensorflow

MARL-Papers

Paper list of multi-agent reinforcement learning (MARL)

pyrasite

Inject code into running Python processes

fast-wavenet

Speedy Wavenet generation using dynamic programming :zap:

pmtk3

Probabilistic Modeling Toolkit for Matlab/Octave.

stat212b

Topics Course on Deep Learning UC Berkeley

rc-data

Question answering dataset featured in "Teaching Machines to Read and Comprehend

universe-starter-agent

A starter agent that can solve a number of universe environments.

BPL

Bayesian Program Learning model for one-shot learning

sketch-rnn

Multilayer LSTM and Mixture Density Network for modelling path-level SVG Vector Graphics data in TensorFlow

GA3C

Hybrid CPU/GPU implementation of the A3C algorithm for deep reinforcement learning.

lopq

Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Python and Spark.

baidu-allreduce

fast-pixel-cnn

Speed up PixelCNN++ image generation by up to a 183 times

Meta-RL

Implementation of Meta-RL A3C algorithm

async-rl

Replicating "Asynchronous Methods for Deep Reinforcement Learning" (http://arxiv.org/abs/1602.01783)

aws-spot-bot

A simple script to automate the creation of the cheapest and most stable AWS spot instances.

lm

kaggle-heart

rlntm

An implementation of the RL-NTM from http://arxiv.org/abs/1505.00521

VPilot

Scripts and tools to easily communicate with DeepGTAV. In the future a self-driving agent will be implemented.