tensorflow

27 Feb 2019tensorflow/tensorflow

An Open Source Machine Learning Framework for Everyone

PyTorch: An Imperative Style, High-Performance Deep Learning Library

NeurIPS 2019 pytorch/pytorch

Deep learning frameworks have often focused on either usability or speed, but not both.

Automatic Differentiation in PyTorch

NIPS 2017 2017 pytorch/pytorch

In this article, we describe an automatic differentiation module of PyTorch — a library designed to enable rapid research on machine learning models.

DIMENSIONALITY REDUCTION

SAGA: A Fast Incremental Gradient Method With Support for Non-Strongly Convex Composite Objectives

NeurIPS 2014 scikit-learn/scikit-learn

In this work we introduce a new optimisation method called SAGA in the spirit of SAG, SDCA, MISO and SVRG, a set of recently proposed incremental gradient algorithms with fast linear convergence rates.

Scikit-learn: Machine Learning in Python

2 Jan 2012scikit-learn/scikit-learn

Scikit-learn is a Python module integrating a wide range of state-of-the-art machine learning algorithms for medium-scale supervised and unsupervised problems.

DIMENSIONALITY REDUCTION MODEL SELECTION

transformers

24 Oct 2020huggingface/transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2. 0.

KNOWLEDGE DISTILLATION MACHINE TRANSLATION

DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation

1 Nov 2019huggingface/pytorch-transformers

We present a large, tunable neural conversational response generation model, DialoGPT (dialogue generative pre-trained transformer).

CONVERSATIONAL RESPONSE GENERATION

Robust Reading Comprehension with Linguistic Constraints via Posterior Regularization

16 Nov 2019huggingface/pytorch-pretrained-BERT

In this paper, we address the over-confidence issue and the over-sensitivity issue existing in current RC models simultaneously with the help of external linguistic knowledge.

MACHINE READING COMPREHENSION

Adapting the Tesseract Open Source OCR Engine for Multilingual OCR

ACM 2009 tesseract-ocr/tesseract

We describe efforts to adapt the Tesseract open source OCR engine for multiple scripts and languages.

OPTICAL CHARACTER RECOGNITION