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120-data-science-interview-questions

Answers to 120 commonly asked data science interview questions.

anagram123

aspose.pdf-for-java

Aspose.PDF for Java examples, plugins and showcases

awesome-public-datasets

A topic-centric list of high-quality open datasets in public domains. Propose NEW data ☛☛☛PR☛☛☛

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

baseline

Strong Deep-Learning Baseline algorithms for NLP

baselines-emnlp2016

This repository contains baseline models, training scripts, and instructions on how to reproduce our results for our state-of-art grammar correction system from M. Junczys-Dowmunt, R. Grundkiewicz: Phrase-based Machine Translation is State-of-the-Art for Automatic Grammatical Error Correction, EMNLP 2016.

bert

TensorFlow code and pre-trained models for BERT

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

bilm-tf

Tensorflow implementation of contextualized word representations from bi-directional language models

cdec

Decoder, aligner, and model optimizer for statistical machine translation and other structured prediction models based on (mostly) context-free formalisms

chakin

Simple downloader for pre-trained word vectors

chatbot_ner

chatbot_ner: Named Entity Recognition for chatbots.

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

ctranslate2

Optimized inference engine for OpenNMT models

data-science-ipython-notebooks

Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. https://bit.ly/data-notes

datasharing

The Leek group guide to data sharing

deepsparse

Neural network inference engine that delivers GPU-class performance for sparsified models on CPUs

deepspeedexamples

Example models using DeepSpeed

errant

ERRor ANnotation Toolkit: Automatically extract and classify grammatical errors in parallel original and corrected sentences.

friday

fulfillment-webhook-weather-python

grammar

kenlm

KenLM: Faster and Smaller Language Model Queries

languagetool

Style and Grammar Checker for 25+ Languages

liblinear

lmgec-lite

A language model-based approach to Grammatical Error Correction for English that uses minimal annotated data.

mlconvgec2018

Code and model files for the paper: "A Multilayer Convolutional Encoder-Decoder Neural Network for Grammatical Error Correction" (AAAI-18).

mosesdecoder

Moses, the machine translation system

nltk

NLTK Source