sisteryaya Goto Github PK

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.

lstm

lstm_text_classification

pytorch实现的LSTM简易文本分类（附代码详解）

ltp

Language Technology Platform

lxmert

PyTorch code for EMNLP 2019 paper "LXMERT: Learning Cross-Modality Encoder Representations from Transformers".

o2o-coupon-usage-forecast

1st Place Solution for O2O Coupon Usage Forecast

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

python-topic-model

Implementation of various topic models

rong360-season2

the champion code for season2 of rong360 data mining competition

tencent2017_final_coda_allegro

腾讯2017社交广告源码（决赛排名第23位）

tensorflow-wavenet

A TensorFlow implementation of DeepMind's WaveNet paper

tensorflow-zh

谷歌全新开源人工智能系统TensorFlow官方文档中文版

text-classification

PyTorch implementation of some text classification models (HAN, fastText, BiLSTM-Attention, TextCNN, Transformer) | 文本分类

tianchi_ijcai17_koubei

2017天池口碑商家客流量预测

timeseries_seq2seq

This repo aims to be a useful collection of notebooks/code for understanding and implementing seq2seq neural networks for time series forecasting. Networks are constructed with keras/tensorflow.

torchtext-summary

torchtext使用总结，从零开始逐步实现了torchtext文本预处理过程，包括截断补长，词表构建，使用预训练词向量，构建可用于PyTorch的可迭代数据等步骤。并结合Pytorch实现LSTM.

tsfresh

Automatic extraction of relevant features from time series:

web-traffic-forecasting

Kaggle | Web Traffic Forecasting 📈

xgbfir

XGBoost Feature Interactions Reshaped

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

zhihu

知乎专栏源码