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multi-class-text-classification-cnn-rnn

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Go, Javascript and more

node2vec

numpy-100

100 Numpy exercises (60 actually, we need your help...)

openblas

OpenBLAS is an optimized BLAS library based on GotoBLAS2 1.13 BSD version.

opencvex

do some opencv exercises

openne

An Open-Source Package for Network Embedding (NE)

pi-cnn

High performance convolutional neural network toolbox for C++

pi-slic

high-performance superpixel segmentation toolbox for C++

prml

Pattern recognition and machine learning toolbox

pybind11

Seamless operability between C++11 and Python

ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.

recsys2018-evaluation-tutorial

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

resnet-cifar10

ResNet for Cifar10

resnet18

rl-paper-notes

rnn-bptt

Latex files for RNN BPTT post

rnn-tutorial-gru-lstm

Language Model GRU with Python and Theano

rnn-tutorial-rnnlm

Recurrent Neural Network Tutorial, Part 2 - Implementing a RNN in Python and Theano

rnnlib

A recurrent neural network library for sequence learning problems.

rtb-papers

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

safe-mbrl

Safe Model-based Reinforcement Learning with Robust Cross-Entropy Method

safe-rl

sars_tutorial

Repository for the tutorial on Sequence-Aware Recommender Systems held at ACM RecSys 2018

seq2seq-couplet

Play couplet with seq2seq model. 用深度学习对对联。

sequential_recommendation

shaoguangcheng.github.io

stanford-tensorflow-tutorials

This repository contains code examples for the course CS 20SI: TensorFlow for Deep Learning Research.

structure-algorithm

In this repository, some commonly used data structure and algorithm will be implemented