hkxIron

ADL_RL

Advanced Deep Learning and Reinforcement Learning 2018 Assignments

CS598-Deep-Learning-MPs

CS 598 Deep Learning, UIUC Machine Problems

deeplearning

UIUC CS 598

NCRFpp

NCRF++, an Open-source Neural Sequence Labeling Toolkit. It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components. (code for COLING/ACL 2018 paper)

ch_segment

CTR_Prediction

CTR prediction using FM FFM and DeepFM

ctrNet-tool

This's the tool for CTR, including FM, FFM, NFFM and so on.

DeepInterestNetwork

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

im2latex

Image to LaTeX (Seq2seq + Attention with Beam Search) - Tensorflow

LightGBM

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

lightgbm_predict4j

A java implementation of LightGBM predicting part

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

ML_CIA

公众号机器学习荐货情报局所有代码

Name-Entity-Recognition

Lstm-crf,Lattice-CRF,bert-ner及近年ner相关论文follow

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pytorch-doc-zh

PyTorch 中文文档

SBTTest

seq2seq-1

keras example of seq2seq, auto title

seq2seq-2

Sequence to Sequence Learning with Keras

sequence_tagging

Named Entity Recognition (LSTM + CRF) - Tensorflow

tensorflow-convlstm-cell

A ConvLSTM cell with layer normalization and peepholes for TensorFlow's RNN API.

tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook

tensorflow_estimator_tutorial

Hello TensorFlow

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

test_make

text_classification

all kinds of text classification models and more with deep learning

tf_metrics

Multi-class metrics for Tensorflow

tf_ner

Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data

tf_serving_test