pengyuchen

RecSysPapers

推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.

RecommenderSystem

slides

it is a repository to store all slides used by Triton Ho's public presentation and course.

luigi

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

CoLinUCB_Revised

ML-NLP

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

ckiptagger

CKIP Neural Chinese Word Segmentation, POS Tagging, and NER

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

developer-roadmap

Interactive roadmaps, guides and other educational content to help developers grow in their careers.

django_blog

基于Django开发的next主题个人博客网站

deeplearningbook-chinese

Deep Learning Book Chinese Translation

paramiko

The leading native Python SSHv2 protocol library.

Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

jupyterlab

JupyterLab computational environment.

LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

kaggle_pbr

My best submission to the Kaggle competition "Predicting a Biological Response", ranked 17th over 711 teams.

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, Dask, Flink and DataFlow

ganhacks

starter from "How to Train a GAN?" at NIPS2016

2016-pixnet-hackathon-recommendation

2016-pixnet-hackathon-recommendation

joke-dataset

A dataset of 200k English plaintext jokes.

funnybot

Funny text generation using character level LSTM model, featured in TED ideas

short-jokes-dataset

Python scripts for building 'Short Jokes' dataset, featured on Kaggle

SeqGAN

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

nlp_tasks

Natural Language Processing Tasks and References

tqdm

Add a progress meter to your loops in a second

tesseract

Tesseract Open Source OCR Engine (main repository)

EffectiveTensorflow

TensorFlow tutorials and best practices.

Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

word_cloud

A little word cloud generator in Python

fastText

Library for fast text representation and classification.