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pranerd

pranerd

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pranerd's starred repositories

LIFT

Code release for the ECCV 2016 paper

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master

A machine learning course using Python, Jupyter Notebooks, and OpenML

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Anti-Anti-Spider

越来越多的网站具有反爬虫特性，有的用图片隐藏关键数据，有的使用反人类的验证码，建立反反爬虫的代码仓库，通过与不同特性的网站做斗争（无恶意）提高技术。（欢迎提交难以采集的网站）（因工作原因，项目暂停）

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Algorithm

算法导论python实现

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Value-Iteration-Networks-PyTorch

PyTorch implementation of the Value Iteration Networks (VIN) (NIPS '16 best paper)

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interactive-coding-challenges

120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.

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deep-forest

An on going implementation of the gcForest algorithm

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lectures

Oxford Deep NLP 2017 course

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pytorch_NEG_loss

NEG loss implemented in pytorch

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sharingan

Tool to extract news articles from newspaper and give the context about the news

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iclr2017

Doc2VecC from the paper "Efficient Vector Representation for Documents through Corruption"

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pywonderland

A tour in the wonderland of math with python.

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lopq

Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Python and Spark.

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amar

Code for the paper "Ask Me Any Rating: A Content-based Recommender System based on Recurrent Neural Networks"

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reinforce_tutorial

A small collection of code snippets and notes explaining the foundations of the REINFORCE algorithm.

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ofxCoverTree

Fast high-dimensional exact KNN search.

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pdftabextract

A set of tools for extracting tables from PDF files helping to do data mining on (OCR-processed) scanned documents.

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CarND-Vehicle-Detection

Vehicle Tracking and Detection Project Submitted for Udacity's CND using Traditional Computer Vision and Machine Learning Techniques.

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machine_learning_refined

Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).

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awesome-programming-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

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cs-video-courses

List of Computer Science courses with video lectures.

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