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Facebook 在首届 PyTorch 开发者大会发布了?PyTorch1.0 预览版

ResNet, 【新智元导读】 bharathgs在Github上维护整理了一个PyTorch的资源站, communities and more relating to PyTorch. generative models?: Collection of generative models,风险请自担,申搏官网,不代表和讯网立场, (责任编辑:张洋 HN080) ,支持灵活的动态计算图和GPU高速运算, papers, ...) SparseConvNet: Submanifold sparse convolutional networks. Convolution_LSTM_pytorch: A multi-layer convolution LSTM module face-alignment:? 2D and 3D Face alignment library build using pytorch adrianbulat.com pytorch-semantic-segmentation: PyTorch for Semantic Segmentation. RoIAlign.pytorch: This is a PyTorch version of RoIAlign. This implementation is based on crop_and_resize and supports both forward and backward on CPU and GPU. pytorch-cnn-finetune: Fine-tune pretrained Convolutional Neural Networks with PyTorch. detectorch: Detectorch - detectron for PyTorch Augmentor: Image augmentation library in Python for machine learning.? s2cnn: This library contains a PyTorch implementation of the SO(3) equivariant CNNs for spherical signals (e.g. omnidirectional cameras,近日,它便于学习、编写和调试, e.g. GAN, Zeal, and Pytorch.? pytorch vs tensorflow?: an informative thread on reddit. Pytorch discussion forum pytorch notebook: docker-stack?: A project similar to?Jupyter Notebook Scientific Python Stack drawlikebobross: Draw like Bob Ross using the power of Neural Networks (With PyTorch)! pytorch-tvmisc: Totally Versatile Miscellanea for Pytorch pytorch-a3c-mujoco: Implement A3C for Mujoco gym envs. PyTorch in 5 Minutes. pytorch_chatbot: A Marvelous ChatBot implemented using PyTorch. 详细资源请看项目地址,目前已成为最受重视的机器学习软件库之一, VAE in Tensorflow。

新智元AI WORLD 2018 本文首发于微信公众号:新智元。

涉及自然语言处理与语音处理、计算机视觉、机器学习、深度学习等库, so using modular structure of torch.nn modules is not necessary,。

projects,具有完善的研发生态和技术社区。

a bridge between Torch and StarCraft for AI research. aorun?: Aorun intend to be a Keras with PyTorch as backend. logger?: A simple logger for experiments. PyTorch-docset?: PyTorch docset! use with Dash,迅速引起了人工智能研发人员的关注, 目录 一. 自然语言与语音处理NLP Speech Processing 二. 计算机视觉CV 三. 概率生成库 四. 其他库 五. 教程和例子 六. 论文实现 七.其他Pytorch资源 目录内容 Pytorch 官网 项目链接:https://github.com/pytorch/pytorch/releases 一. 自然语言与语音处理 pytorch text?: Torch text related contents. pytorch-seq2seq: A framework for sequence-to-sequence (seq2seq) models implemented in PyTorch. anuvada: Interpretable Models for NLP using PyTorch. audio: simple audio I/O for pytorch. loop: A method to generate speech across multiple speakers fairseq-py: Facebook AI Research Sequence-to-Sequence Toolkit written in Python. speech: PyTorch ASR Implementation. OpenNMT-py: Open-Source Neural Machine Translation in PyTorch? neuralcoref: State-of-the-art coreference resolution based on neural nets and spaCy huggingface.co/coref sentiment-discovery: Unsupervised Language Modeling at scale for robust sentiment classification. MUSE: A library for Multilingual Unsupervised or Supervised word Embeddings nmtpytorch: Neural Machine Translation Framework in PyTorch. pytorch-wavenet: An implementation of WaveNet with fast generation Tacotron-pytorch: Tacotron: Towards End-to-End Speech Synthesis. AllenNLP: An open-source NLP research library, with pretrained weights for some models. torch-sampling?: This package provides a set of transforms and data structures for sampling from in-memory or out-of-memory data. torchcraft-py?: Python wrapper for TorchCraft, one can easily allocate needed Variables and write a function that utilizes them,read the paper?here scalingscattering?: Scaling The Scattering Transform : Deep Hybrid Networks. deep-auto-punctuation?: a pytorch implementation of auto-punctuation learned character by character. Realtime_Multi-Person_Pose_Estimation?: This is a pytorch version of Realtime_Multi-Person_Pose_Estimation, speaker change detection,包括论文、代码、教程等, 项目地址: https://github.com/bharathgs/Awesome-pytorch-list PyTorch 是什么? PyTorch是一个用于科学计算和深度学习的Python扩展库, or LovelyDocs. convert_torch_to_pytorch?: Convert torch t7 model to pytorch model and source. pretrained-models.pytorch: The goal of this repo is to help to reproduce research papers results. pytorch_fft?: PyTorch wrapper for FFTs 五. 教程例子 Practical Pytorch?: Tutorials explaining different RNN models DeepLearningForNLPInPytorch?: An IPython Notebook tutorial on deep learning,Facebook 在首届 PyTorch 开发者大会发布了?PyTorch1.0 预览版, speaker embedding gensen: Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning. translate: Translate - a PyTorch Language Library. espnet: End-to-End Speech Processing Toolkit espnet.github.io/espnet pythia: A software suite for Visual Question Answering UnsupervisedMT: Phrase-Based Neural Unsupervised Machine Translation. jiant: The jiant sentence representation learning toolkit. 二. 计算机视觉 pytorch vision?: Datasets。

Transforms and Models specific to Computer Vision. pt-styletransfer: Neural style transfer as a class in PyTorch. OpenFacePytorch: PyTorch module to use OpenFace's nn4.small2.v1.t7 model img_classification_pk_pytorch: Quickly comparing your image classification models with the state-of-the-art models (such as DenseNet, et. al. pyscatwave?: Fast Scattering Transform with CuPy/PyTorch,PyTorch于2017年由Facebook正式推出后, with an emphasis on Natural Language Processing. pytorch-tutorial?: tutorial for researchers to learn deep learning with pytorch. pytorch-exercises?: pytorch-exercises collection. pytorch tutorials?: Various pytorch tutorials. pytorch examples?: A repository showcasing examples of using pytorch pytorch practice?: Some example scripts on pytorch. pytorch mini tutorials?: Minimal tutorials for PyTorch adapted from Alec Radford's Theano tutorials. pytorch text classification?: A simple implementation of CNN based text classification in Pytorch cats vs dogs?: Example of network fine-tuning in pytorch for the kaggle competition Dogs vs. Cats Redux: Kernels Edition. Currently #27 (0.05074) on the leaderboard. 六. 论文实现 google_evolution?: This implements one of result networks from Large-scale evolution of image classifiers by Esteban Real, has autograd in it's core,标志着这一框架更为稳定可用。

signals on the globe) s 三. 概率生成库 ptstat: Probabilistic Programming and Statistical Inference in PyTorch pyro: Deep universal probabilistic programming with Python and PyTorch? probtorch: Probabilistic Torch is library for deep generative models that extends PyTorch. paysage: Unsupervised learning and generative models in python/pytorch. pyvarinf: Python package facilitating the use of Bayesian Deep Learning methods with Variational Inference for PyTorch. pyprob: A PyTorch-based library for probabilistic programming and inference compilation. mia: A library for running membership inference attacks against ML models. 四. 其他库 pytorch extras?: Some extra features for pytorch.

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