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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

allennlp

An open-source NLP research library, built on PyTorch.

allennlp-as-a-library-example

anserini

A Lucene toolkit for replicable information retrieval research

bert

TensorFlow code and pre-trained models for BERT

bertviz

Tool for visualizing BERT's self-attention layers

botkit

Botkit is an open source developer tool for building chat bots, apps and custom integrations for major messaging platforms.

caffe

Caffe: a fast open framework for deep learning.

cedr

Code for CEDR: Contextualized Embeddings for Document Ranking, accepted at SIGIR 2019.

chainwalk

ChainWalk test environment for Online Reinforcement Learning mehods

clean-gov2

clean gov2 raw file

cmu-thesis

Latex starters for creating a CMU thesis or thesis proposal

cmulab

CMU is lab

copacrr

The code for COPACRR Neural IR model.

daily-stock-forecast

Daily Stock Forecasts using Machine Learning & Python

deep-semantic-similarity-model

My Keras implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf.

deepct

DeepCT and HDCT uses BERT to generate novel, context-aware bag-of-words term weights for documents and queries.

dl

dl4ir-doc2query

get_started_with_deep_learning_for_text_with_allennlp

Getting started with AllenNLP and PyTorch by training a tweet classifier

googlesearchcrawler

a tool for crawl Google search results

im2recipe-pytorch

im2recipe Pytorch implementation

intelli-rps

AI Rock Paper Scissors opponent implementation using adapted and custom "intelligent" algorithms.

inventorycontrol

Test environment for inventory Control

ivory

A Hadoop toolkit for web-scale information retrieval research

jas

k-nrm

K-NRM: End-to-End Neural Ad-hoc Ranking with Kernel Pooling

kernel-based-neural-ranking-models

learnopencv

Learn OpenCV : C++ and Python Examples

letorankresource

Learning to rank resources for selective search