runxingzhong Goto Github PK

algonotes

公众号【浅梦的学习笔记】文章汇总:包含 排序&CXR预估，召回匹配，用户画像&特征工程，推荐搜索综合 计算广告，大数据，图算法，NLP&CV，求职面试 等内容

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/自然语言处理(NLP)/深度学习(Deep Learning)/机器学习(Machine Learning)/C/C++/Python/面试笔记，此外，还包括创建者看到的所有机器学习/深度学习面经中的问题。 除了其中 DL/ML 相关的，其他与算法岗相关的计算机知识也会记录。 但是不会包括如前端/测试/JAVA/Android等岗位中有关的问题。

amazonaccess

Amazon Employee Access Challenge

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

autoseries

Public solution for AutoSeries competition

autosmart

awesome-algorithm-interview

算法工程师(人工智能CV方向)面试问题及相关资料

awesome-cs-books

经典编程书籍大全，涵盖：计算机系统与网络、系统架构、算法与数据结构、前端开发、后端开发、移动开发、数据库、测试、项目与团队、程序员职业修炼、求职面试等

awesome_time_series_in_python

This curated list contains python packages for time series analysis

baseline_automl

benchmarks

Comparison tool

cal_kaggle_rank

爬取Kaggle排行榜，计算数据集平均排名

cuml

cuML - RAPIDS Machine Learning Library

cvxpy

A Python-embedded modeling language for convex optimization problems.

deep_learning_for_tabular_data

A conceptual presention and a data generator making easier using tabular data with TensorFlow and Keras

default_loan_prediction

Code for Kaggle's Default Loan Prediction - Imperial College London challenge.

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

elkai

Python 3 travelling salesman (TSP) approx solver based on LKH (cross platform)

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

feature-selection

Features selection algorithm based on self selected algorithm, loss function and validation method

feature-selector

Feature selector is a tool for dimensionality reduction of machine learning datasets

featuretools

automated feature engineering

graphembedding

Implementation and experiments of graph embedding algorithms.

hyperopt-keras-cnn-cifar-100

Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task. Monitoring with TensorBoard. Other visualizations available.

ijcai-2018

ijcai-2018 top1 solution

ipython

ipython notebooks for machine learning, code behind work at the blog

it_book

本项目收藏这些年来看过或者听过的一些不错的常用的上千本书籍，没准你想找的书就在这里呢，包含了互联网行业大多数书籍和面试经验题目等等。有人工智能系列（常用深度学习框架TensorFlow、pytorch、keras。NLP、机器学习，深度学习等等），大数据系列(Spark,Hadoop,Scala,kafka等)，程序员必修系列（C、C++、java、数据结构、linux，设计模式、数据库等等）

kaggle-homesite

Home Insurance competition on Kaggle for predicting conversions.

kaggle-homesite-1

Top15 Model for Kaggle-Competition "Homesite Quote Conversion"

kaggle-optiver-solution