InvictusY's repositories

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

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algorithms

《剑指Offer》、《CSAPP》、《算法》、牛课堂、

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Awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

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data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

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deeplearningbook-chinese

Deep Learning Book Chinese Translation

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Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

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LeetCode

exercise

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Feature-Selection

For general feature selection

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filter-pruning-geometric-median

Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration (CVPR 2019 Oral)

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leetbook

LeetCode题解开源书《LeetBook》

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leetcode-1

Provide all my solutions and explanations in Chinese for all the Leetcode coding problems.

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models

Model configurations

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Play-with-Algorithm-Interview

Codes of my MOOC Course <Play with Algorithm Interviews>. Updated contents and practices are also included. 我在慕课网上的课程《玩儿转算法面试》示例代码。课程的更多更新内容及辅助练习也将逐步添加进这个代码仓。

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pydata-notebook

利用Python进行数据分析 第二版 (2017) 中文翻译笔记

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PyTorch_Tutorial

《Pytorch模型训练实用教程》中配套代码

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rong360-season2

the champion code for season2 of rong360 data mining competition

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TextInfoExp

自然语言处理相关实验(基于sougou数据集),包含文本特征提取(TF-IDF),文本分类,文本聚类,word2vec训练词向量及同义词词林中文词语相似度计算、文档自动摘要,信息抽取,情感分析与观点挖掘等。

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tutorials

机器学习相关教程

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vimrc

The ultimate Vim configuration: vimrc

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VMRProject_K_D

Knowledge Distillation for Object Detection

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ZXBlog

记录各种学习笔记(算法、Java、数据库、并发......)

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