doc2vec

Python scripts for training/testing paragraph vectors

drug_label_embedding

drug_label_identification_stdr

east

A tensorflow implementation of EAST text detector

east-1

Implementation of EAST scene text detector in Keras

every-programmer-should-know

A collection of (mostly) technical things every software developer should know

fast_tensor

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

fuzzywuzzy

Fuzzy String Matching in Python

gensim

Topic Modelling for Humans

gluon_ocr_lstm_ctc

OCR using MXNet Gluon. The pipeline is composed of a CNN + biLSTM + CTC. The dataset is from: http://www.fki.inf.unibe.ch/databases/iam-handwriting-database. You need to register and get a username and password from their website.

gold-miner

🥇掘金翻译计划，可能是世界最大最好的英译中技术社区，最懂读者和译者的翻译平台：

google-images-download

Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!

handong1587.github.io

iclr2017

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

imagescraper

:scissors: High performance, multi-threaded image scraper

infersent

Sentence embeddings (InferSent) and training code for NLI.

interview

Interview questions

kate

Code accompanying the paper "KATE: K-Competitive Autoencoder for Text"

leetcode

:pencil: Python / C++ 11 Solutions of LeetCode Questions

logistic_regression

This is the code for "Logistic Regression" By Siraj Raval on Youtube

machine-learning-projects

Various projects in Linear Regression, Logistic Regression, k Nearest Neighbors, Decision Trees, Random Forests, SVM

matchzoo

MatchZoo is a toolkit for text matching. It was developed to facilitate the designing, comparing, and sharing of deep text matching models.

ml-videos

A collection of video resources for machine learning

multi-class-text-classification-cnn

Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.

multi-class-text-classification-cnn-rnn

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

news-crawl

News crawling with SC - stores output as WARC

newspaper

💡 News, full-text, and article metadata extraction in Python 3

nlp

nlp-datasets

Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)