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Lightweight framework for fast prototyping and training deep neural networks in medical imaging

Python 135 8 Updated Jan 18, 2019

Perfect implement. Model shared. x0.5 (Top1:60.646) and 1.0x (Top1:69.402).

Python 204 31 Updated Nov 3, 2018

A PyTorch implementation of MobileNet V2 architecture and pretrained model.

Python 536 107 Updated Dec 17, 2018

A PyTorch Implementation of FaceBoxes

Python 204 35 Updated Jan 13, 2019
Python 693 84 Updated Jan 17, 2019

PyTorch 1.0 inference in C++ on Windows10 platforms

C++ 60 4 Updated Jan 17, 2019

Serving PyTorch 1.0 Models as a Web Server in C++

C++ 73 5 Updated Dec 18, 2018

FluidNet re-written with ATen tensor lib

C++ 28 3 Updated Nov 16, 2018

A unified approach to explain the output of any machine learning model.

Jupyter Notebook 3,367 397 Updated Jan 19, 2019

A very simple framework for state-of-the-art Natural Language Processing (NLP)

Python 4,364 301 Updated Jan 21, 2019

Parameterized fit and prediction harnesses for pytorch

Python 23 5 Updated Jan 16, 2019

A Python toolbox for performing gradient-free optimization

Python 1,667 121 Updated Jan 21, 2019

Demonstration of using Caffe2 inside an Android application.

C++ 58 6 Updated Dec 23, 2018

A natural language modeling framework based on PyTorch

Python 4,361 386 Updated Jan 19, 2019

Python package built to ease deep learning on graph, on top of existing DL frameworks.

Python 1,278 115 Updated Jan 21, 2019

📚A practical approach to learning and using machine learning.

Jupyter Notebook 14,578 2,141 Updated Jan 17, 2019

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Python 2,932 136 Updated Jan 20, 2019

OCaml bindings for PyTorch

OCaml 130 6 Updated Jan 21, 2019

Code for visualizing the loss landscape of neural nets

Python 759 71 Updated Jan 18, 2019
C++ 107 6 Updated Jan 20, 2019
Python 23 Updated Nov 29, 2018

Recompile the library with caffe2 in pytorch stable(1.0) and re-implement the AICamera example provided by caffe2 officially.

C++ 28 1 Updated Jan 8, 2019

A library for encrypted, privacy preserving deep learning

Python 2,575 596 Updated Jan 21, 2019

Reproducible and fast DL/RL.

Python 416 40 Updated Jan 21, 2019

Adversarial Framework for (non-) Parametric Image Stylisation Mosaics

Python 56 7 Updated Dec 14, 2018

Unsupervised Learning of Multi-Frame Optical Flow with Occlusions

Python 57 Updated Dec 5, 2018

Deep learning operations reinvented (supports tf, pytorch, chainer, gluon and others)

Python 502 6 Updated Jan 18, 2019

ONNX.js: run ONNX models using JavaScript

TypeScript 596 34 Updated Jan 18, 2019

miniz: Single C source file zlib-replacement library, originally from code.google.com/p/miniz

C 551 100 Updated Jan 17, 2019