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The Open Source Data Science Masters

kaggle-dstl

Kaggle DSTL Satellite Imagery Feature Detection

kaggle-imaterialist

The First Place Solution of iMaterialist (Fashion) 2019 at FGVC6

kaldi

This is now the official location of the Kaldi project.

kb

KnowBert -- Knowledge Enhanced Contextual Word Representations

keras-frcnn

keras-lamb-optimizer

Implementation of the LAMB optimizer for Keras from the paper "Reducing BERT Pre-Training Time from 3 Days to 76 Minutes"

lectures

Oxford Deep NLP 2017 course

leetcode

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

leetcode-patterns

A curated list of leetcode questions grouped by their common patterns

leetcode-questions

Leetcode question list by companies, includes the premium questions. December 2019 updated

loupe

Tensorflow toolbox implementing several learnable pooling architecture

lucida

Speech and Vision Based Intelligent Personal Assistant

luna16

LUNA16 Lung Nodule Analysis - NWI-IMC037 Final Project

mpl.pytorch

Pytorch implementation of MaxPoolingLoss.

mt-dnn

Multi-Task Deep Neural Networks for Natural Language Understanding

mtcnn

MTCNN face detection implementation for TensorFlow, as a PIP package.

multi-level-memory-network

Multi-Level Memory for Task Oriented Dialogs

multitask-mrc

Multitask Learning for Machine Reading Comprehension, NAACL 2019

ner-bert-1

BERT-NER (nert-bert) with google bert https://github.com/google-research.

neural-belief-tracker

Fully Statistical Neural Belief Tracker (Mrkšić and Vulić, ACL 2018)

nmn2

Dynamically predicted neural network structures for multi-domain question answering

nmslib

Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-metric spaces.

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

pecos

PECOS - Prediction for Enormous and Correlated Spaces

pointersql

Code for PointerSQL, PT-MAML, Execution-guided Decoding papers

pretrain_speech_model

Speech Model Pre-training for End-to-End Spoken Language Understanding

protein-ebm

Energy-based models for atomic-resolution protein conformations

pycharm-monokai

Alternative Monokai themes (e.g. sublime / boxy) for Pycharm

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration