pranerd's starred repositories

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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