TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems

14 Mar 2016tensorflow/tensorflow

TensorFlow is an interface for expressing machine learning algorithms, and an implementation for executing such algorithms.

TensorFlow Models

15 Nov 2018tensorflow/models

Models and examples built with TensorFlow

DEPTH ESTIMATION ROBOT NAVIGATION

Caffe: Convolutional Architecture for Fast Feature Embedding

20 Jun 2014BVLC/caffe

The framework is a BSD-licensed C++ library with Python and MATLAB bindings for training and deploying general-purpose convolutional neural networks and other deep models efficiently on commodity architectures.

Detectron

ECCV 2018 facebookresearch/detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

OBJECT DETECTION VIDEO CLASSIFICATION

FastText.zip: Compressing text classification models

12 Dec 2016facebookresearch/fastText

We consider the problem of producing compact architectures for text classification, such that the full model fits in a limited amount of memory.

QUANTIZATION TEXT CLASSIFICATION WORD EMBEDDINGS

Enriching Word Vectors with Subword Information

TACL 2017 facebookresearch/fastText

A vector representation is associated to each character $n$-gram; words being represented as the sum of these representations.

A Neural Algorithm of Artistic Style

26 Aug 2015jcjohnson/neural-style

In fine art, especially painting, humans have mastered the skill to create unique visual experiences through composing a complex interplay between the content and style of an image.

STYLE TRANSFER

MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems

3 Dec 2015apache/incubator-mxnet

This paper describes both the API design and the system implementation of MXNet, and explains how embedding of both symbolic expression and tensor operation is handled in a unified fashion.

OpenAI Gym

5 Jun 2016openai/gym

OpenAI Gym is a toolkit for reinforcement learning research.