hkxIron's repositories
CS598-Deep-Learning-MPs
CS 598 Deep Learning, UIUC Machine Problems
deeplearning
UIUC CS 598
CTR_Prediction
CTR prediction using FM FFM and DeepFM
ctrNet-tool
This's the tool for CTR, including FM, FFM, NFFM and so on.
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
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
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