lambdalpha Goto Github PK

aspect-level-sentiment

Code and dataset for ACL2018 paper "Exploiting Document Knowledge for Aspect-level Sentiment Classification"

binarynet

Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

binarynet-1

Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

bpl

Bayesian Program Learning model for one-shot learning

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

cortex

Deploy machine learning models in production

deep_rec

存放推荐算法相关代码、文档、资料

deepnlp-models-pytorch

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

fashion_net

kaggle-rain

Winning solution to the Kaggle competition - How Much Did It Rain? II

leaf

Open Machine Intelligence Framework for Hackers. (GPU/CPU)

machinelearninginaction

Source Code for the book: Machine Learning in Action published by Manning

ml4

nips14-ssl

Code for reproducing results of NIPS 2014 paper "Semi-Supervised Learning with Deep Generative Models"

nn-from-scratch

Implementing a Neural Network from Scratch

notebook

omniglot

Omniglot data set for one-shot learning

pastec

Image recognition open source index and search engine

pj_nlp

该库是一个项目集，包括文本分类、多标签分类、细粒度情感分析、命名实体识别，以及部分数据集等

pmtkdata

A collection of MATLAB data sets used by PMTK.

pmtksupport

Various packages used by PMTK.

practice

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pythonhmm

A Python implementation of the Hidden Markov Model.

taxi

td-lstm

Attention-based Aspect-term Sentiment Analysis implemented by tensorflow.

theano-hf

General purpose Hessian-free optimization in Theano

theano-tutorials

Bare bones introduction to machine learning from linear regression to convolutional neural networks using Theano.

trexpark

T‘rex Park is a Youzan sponsored project. Offering Chinese NLP and image models pretrained from E-commerce datasets (product titles, comments, etc.).

unsupervised-aspect-extraction

Code for acl2017 paper "An unsupervised neural attention model for aspect extraction"