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ansj_seg

ansj分词.ict的真正java实现.分词效果速度都超过开源版的ict. 中文分词,人名识别,词性标注,用户自定义词典

awesome-rl

Reinforcement learning resources curated

awesome-torch

A curated list of awesome Torch tutorials, projects and communities

basicnmftool

Series Algorithms for Standard Non-negative Matrix Factorization (Matlab Code)

bperf

Python code for Bayesian performance comparison of classifiers.

bth

This repo holds the Pytorch codes and models for the BTH framework presented on CVPR 2021

btm

Code for Biterm Topic Model (published in WWW 2013)

chainer

A flexible framework of neural networks for deep learning

datasets

Frequently used datasets in Machine Learning and Data Mining will be constantly collected for the sake of follow-ups.

deep-learning-tensorflow

Ready to use implementations of various Deep Learning algorithms using TensorFlow.

deep-semi-nmf

Theano-based implementation of Deep Semi-NMF.

deeplearningfornlpinpytorch

An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.

deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

drl-flappybird

Playing Flappy Bird Using Deep Reinforcement Learning (Based on Deep Q Learning DQN using Tensorflow)

dtm

echarts

A powerful, interactive charting and visualization library for browser

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

familia

A Toolkit for Industrial Topic Modeling

fashion-mnist

A MNIST-like fashion product database. Benchmark :point_right:

fb.resnet.torch

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

gdlnotes

Google Deep Learning笔记（TensorFlow）

generalized-semantic-preserving-hashing-for-n-label-cross-modal-retrieval

This is the implementation for the paper "Generalized Semantic Preserving Hashing for N-Label Cross-Modal Retrieval"

gklda

Code for the CIKM 2013 paper "Discovering Coherent Topics Using General Knowledge"

gpudmm

Topic Modeling for Short Texts with Auxiliary Word Embeddings

gym

A toolkit for developing and comparing reinforcement learning algorithms.

hashing-baseline-for-image-retrieval

:octocat:Various hashing methods for image retrieval and serves as the baselines

hello-world

This is the first journey with Github. Enjoy~

jldadmm

jLDADMM: A Java package for the LDA and DMM topic models

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.