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rl

RL experiments

rl-1

Reinforcement learning expriments

rl-chatbot

🤖 Deep Reinforcement Learning Chatbot

rl-course-experiments

rlseq2seq

Deep Reinforcement Learning For Sequence to Sequence Models

rnn

Recurrent Neural Network library for Torch7's nn

rnnlm

Recurrent Neural Network Language Modeling (RNNLM) Toolkit

robust

Robust optimization for power markets

robusttraining

Robust training algorithm based on adversarial examples

rocalphago

An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016), details of which can be found on their website https://deepmind.com/publications.html.

rtb-papers

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

scalable-software-architecture

Collection of tech talks, papers and web links on Distributed Systems, Scalability and System Design.

scipy-lecture-notes

Tutorial material on the scientific Python ecosystem

self-driving-car

The Udacity open source self-driving car project

seq2seq

Sequence to Sequence Learning Model

seq2seq-attn

Sequence-to-sequence model with LSTM encoder/decoders and attention

seq2set

Code for the paper "A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification"

sgm

Sequence Generation Model for Multi-label Classification (COLING 2018)

simulator

Efficient Large-Scale Fleet Management via Multi-Agent Deep Reinforcement Learning

sketches-core

Core Sketch Library

skizze

A probabilistic data structure service and storage

slides

smdl

(IJCAI 2019) Submodular Batch Selection for Training Deep Neural Networks

smop

Small Matlab to Python compiler

sparse_attention

Examples of using sparse attention, as in "Generating Long Sequences with Sparse Transformers"

sparsepcl

spdhg

Stochastic PDHG with Arbitrary Sampling and Imaging Applications

spectra

A header-only C++ library for large scale eigenvalue problems

spectral_inference_networks

Implementation of Spectral Inference Networks, ICLR 2019

spibb

Safe Policy Improvement with Baseline Bootstrapping