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hustercn's Projects

nlp-progress icon nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

nndl.github.io icon nndl.github.io

《神经网络与深度学习》 Neural Network and Deep Learning

nrlpapers icon nrlpapers

Must-read papers on network representation learning (NRL)/network embedding (NE)

parlai icon parlai

A framework for training and evaluating AI models on a variety of openly available dialog datasets.

prml icon prml

PRML algorithms implemented in Python

python icon python

利用python爬虫实现淘宝爬取网页,源代码来自**大学慕课嵩天老师的课程,自己做了修改

reliable_communication icon reliable_communication

Implemented reliable communication over an unreliable link, such as TCP. Tracked timeouts and acknowledgements to ensure no packets were lost during transmission under the given bandwidth constraint. Stress tested the program under different loss rates and latencies to lower round-trip time and increase throughput.

rudp icon rudp

Reliable UDP for simple data tranformation

rudp-1 icon rudp-1

This is a simple implementation of the RUDP protocol in C. RUDP is a protocol just in top of UDP that makes it reliable. It supports sliding window flow control, ARQ-based packet retransmission and reordering of packets that arrive out of order.

rudpy icon rudpy

A reliable UDP implementation in Python.

scikit-neuralnetwork icon scikit-neuralnetwork

Deep neural networks without the learning cliff! Classifiers and regressors compatible with scikit-learn.

sent2vec icon sent2vec

General purpose unsupervised sentence representations

sentiment-analysis-supervised-learning icon sentiment-analysis-supervised-learning

Sentiment analysis over IMDB movie reviews and Twitter data to classify tweets/reviews as positive or negative. Experiment with logistic regression as well as a Naive Bayes classifier. Generated feature vectors using traditional NLP techniques as well as Doc2Vec

tcp-simulation-udp icon tcp-simulation-udp

This program using the UDP protocol simulates TCP properties such as Triple-Duplicate ACK, Timeout and fast re-transmission between a UDP server and a UDP client.

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