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awesome-cheatsheets

超级速查表 - 编程语言、框架和开发工具的速查表，单个文件包含一切你需要知道的东西 :zap:

awesome-reinforcement-learning-zh

中文整理的强化学习资料（Reinforcement Learning）

belle

BELLE: BE Large Language model Engine（开源中文对话大模型）

bert-as-language-model

bert as language model, fork from https://github.com/google-research/bert

datasciencecoursera

This repo is for data data science course

datasharing

The Leek group guide to data sharing

deep-path

dien

drl-flappybird

Playing Flappy Bird Using Deep Reinforcement Learning (Based on Deep Q Learning DQN using Tensorflow)

find-similar-items

For NTHU - Introduction to Massive Data Analysis (2018 Fall). Implement Shingling, Minhashing, and Locality Sensitive Hashing (LSH) with Hadoop MapReduce.

gitskill

hello-world

just a test repository

introduction-nlp

HanLP作者的新书《自然语言处理入门》详细笔记！业界良心之作，书中不是枯燥无味的公式罗列，而是用白话阐述的通俗易懂的算法模型。从基本概念出发，逐步介绍中文分词、词性标注、命名实体识别、信息抽取、文本聚类、文本分类、句法分析这几个热门问题的算法原理与工程实现。

kaggle_walmart-recruiting-store-sales-forecasting

R code for Kaggle's Walmart Recruiting - Store Sales Forecasting

learngit

minhash

Example Python code for comparing documents using MinHash

ml_for_hackers

Code accompanying the book "Machine Learning for Hackers"

mongol

A simple python tool to pinpoint the IP addresses of machines working for the Great Firewall of China.

nyctaxi

Repo for NYC Taxis: A Day in the Life, a data visualization that shows the movements and earnings of a single NYC taxi over 24 hours.

pydata-book

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

pyspark-boilerplate

A boilerplate for writing PySpark Jobs

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

snapy

SnaPy is a Python library for detecting near duplicate texts using Locality Sensitive Hashing.

sr-gnn

[AAAI 2019] Source code and datasets for "Session-based Recommendation with Graph Neural Networks"

statistic

collecting books, papers and docs.

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-deepfm

Tensorflow implementation of DeepFM for CTR prediction.

tensorflow-dsmm

Tensorflow implementations of various Deep Semantic Matching Models (DSMM).

tensorflow-ltr

Tensorflow implementations of various Learning to Rank (LTR) algorithms.

tensorflow-tutorial

Example TensorFlow codes and Caicloud TensorFlow as a Service dev environment.