a-li-peng Goto Github PK

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

amazonaccess

Amazon Employee Access Challenge

analytics_vidhya

Codes related to activities on AV including articles, hackathons and discussions.

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-machine-learning-interpretability

A curated list of awesome machine learning interpretability resources.

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

credit-risk-modelling

Credit-Risk Modelling Libraries

cs224n-2019

Stanford cs224n 2019 homework

data-science-from-scratch

code for Data Science From Scratch book

data-science-notes

数据科学的笔记以及资料搜集

datacastle-solution

1st Place Solution for DataCastle-CashBus Competition

dataminingalgorithm

数据挖掘18大算法实现以及其他相关经典DM算法

datasciencepython

common data analysis and machine learning tasks using python

deep-learning-21-examples

《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

fraud_detector

Fraud Detection using ensemble of Statistical, Network analysis and Machine learning approach.

funnlp

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌&零件词库、时间抽取、连续英文切割、中文词向量大全、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据。

h2o-3

Open Source Fast Scalable Machine Learning API For Smarter Applications (Deep Learning, Gradient Boosting, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles...)

h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

hands_on_ml_with_sklearn_and_tf

OReilly Hands On Machine Learning with Scikit Learn and TensorFlow (Sklearn与TensorFlow机器学习实用指南)

industry-machine-learning

A curated list of applied machine learning and data science notebooks and libraries across different industries.

interpret

Fit interpretable models. Explain blackbox machine learning.

interpretable_machine_learning_with_python

Practical techniques for training interpretable ML models, explaining ML models, and debugging ML models.

item2vec_tutorial_with_recommender_system_application

Item2vec_tutorial_git

kaggle-2014-criteo

learn-regex

Learn regex the easy way

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.

lihang

Statistical learning methods, 统计学习方法 [李航] 值得反复读. [笔记, 代码, notebook, 参考文献, Errata, lihang]

lihang-code

《统计学习方法》的代码实现