A single model that parses Universal Dependencies across 75 languages. Given a sentence, jointly predicts part-of-speech tags, morphology tags, lemmas, and dependency trees.

✭ 147

python deep-learning pytorch neural-network syntax

Turkce Yapay Zeka Kaynaklari

Türkiye'de yapılan derin öğrenme (deep learning) ve makine öğrenmesi (machine learning) çalışmalarının derlendiği sayfa.

✭ 1,900

deep-learning machine-learning pytorch tensorflow keras natural-language-processing convolutional-neural-networks caffe derin-ogrenme yapay-zeka makine-ogrenmesi dogal-dil-isleme

Pytorch Vae

A Collection of Variational Autoencoders (VAE) in PyTorch.

✭ 2,704

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Minimalrl

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

✭ 2,051

python deep-learning machine-learning pytorch reinforcement-learning deep-reinforcement-learning simple dqn ppo a3c ddpg reinforce sac acer a2c policy-gradients

Nn Template

Generic template to bootstrap your PyTorch project with PyTorch Lightning, Hydra, W&B, and DVC.

✭ 145

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Floyd Cli

Command line tool for FloydHub - the fastest way to build, train, and deploy deep learning models

✭ 147

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Arc Pytorch

The first public PyTorch implementation of Attentive Recurrent Comparators

✭ 147

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Adversarial Semisupervised Semantic Segmentation

Pytorch Implementation of "Adversarial Learning For Semi-Supervised Semantic Segmentation" for ICLR 2018 Reproducibility Challenge

✭ 147

python pytorch computer-vision semantic-segmentation semi-supervised-learning adversarial-networks

P2pala

Page to PAGE Layout Analysis Tool

✭ 147

python pytorch computer-vision deep-neural-networks gan generative-adversarial-network image-segmentation pix2pix

Rainbow

A PyTorch implementation of Rainbow DQN agent

✭ 147

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Listen Attend Spell

A PyTorch implementation of Listen, Attend and Spell (LAS), an End-to-End ASR framework.

✭ 147

python pytorch asr end-to-end

Fast Neural Style Pytorch

Fast Neural Style Transfer implementation in PyTorch 🎨 🎨 🎨

✭ 146

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Inq Pytorch

A PyTorch implementation of "Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights"

✭ 147

python pytorch quantization

Incremental learning.pytorch

A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost.

✭ 145

python deep-learning pytorch research

Dna

Block-wisely Supervised Neural Architecture Search with Knowledge Distillation (CVPR 2020)

✭ 147

python deep-learning pytorch image-classification neural-architecture-search nas

Djl

An Engine-Agnostic Deep Learning Framework in Java

✭ 2,262

java C++Jupyter Notebook c HTML shell deep-learning machine-learning pytorch tensorflow neural-network deep-neural-networks ai ml mxnet autograd onnxruntime djl

Pytorch Image Comp Rnn

PyTorch implementation of Full Resolution Image Compression with Recurrent Neural Networks

✭ 146

python pytorch lstm rnn

Scenechangedet

pytorch implementation of scene change detection

✭ 146

python pytorch

Applied Dl 2018

Tel-Aviv Deep Learning Boot-camp: 12 Applied Deep Learning Labs

✭ 146

python3 jupyter-notebook deep-learning pytorch keras medical-imaging pytorch-tutorial

Variational Inference With Normalizing Flows

Reimplementation of Variational Inference with Normalizing Flows (https://arxiv.org/abs/1505.05770)

✭ 146

python machine-learning pytorch variational-inference

Text segmentation image inpainting

✭ 146

python pytorch image-segmentation manga

Jsis3d

[CVPR'19] JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds

✭ 144

python pytorch point-cloud instance-segmentation cvpr

Deep Learning With Tensorflow Book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

✭ 12,105

python Jupyter Notebook pytorch tensorflow book opensource deeplearning machinelearning tensorflow2

Ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

✭ 13,376

C++c GLSL python CMake shell android deep-learning ios pytorch tensorflow keras neural-network artificial-intelligence vulkan caffe mxnet simd inference onnx darknet riscv arm-neon high-preformance ncnn

Pytorch Optimizer

torch-optimizer -- collection of optimizers for Pytorch

✭ 2,237

python Makefile pytorch apollo optimizer hacktoberfest lookahead lamb shampoo yogi adabound swats novograd diffgrad adamod accsgd sgdp adabelief

Reid Mgn

Reproduction of paper: Learning Discriminative Features with Multiple Granularities for Person Re-Identification

✭ 145

python pytorch computer-vision person-reidentification

Awesome Denoise

All latest image/burst/video Denoising papers with code & citation published in top conference and journal.

✭ 145

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Deephash Pytorch

Implementation of Some Deep Hash Algorithms, Including DPSH、DSH、DHN、HashNet、DSDH、DTSH、DFH、GreedyHash、CSQ.

✭ 144

python pytorch

Mlmodels

mlmodels : Machine Learning and Deep Learning Model ZOO for Pytorch, Tensorflow, Keras, Gluon models...

✭ 145

python jupyter-notebook deep-learning machine-learning pytorch tensorflow computer-vision nlp keras automl sklearn hyperparameter-optimization nlu gluon

Machin

Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...

✭ 145

python deep-learning pytorch reinforcement-learning distributed dqn ppo a3c ddpg

Captcha trainer pytorch

基于MobileNetV2/EfficientNet-b0/... + LSTM + CTC的不定长图像识别训练pytorch框架

✭ 145

python pytorch mobilenetv2

Baby A3c

A high-performance Atari A3C agent in 180 lines of PyTorch

✭ 144

python pytorch deep-reinforcement-learning actor-critic a3c

Coreference Resolution

Efficient and clean PyTorch reimplementation of "End-to-end Neural Coreference Resolution" (Lee et al., EMNLP 2017).

✭ 144

python perl machine-learning pytorch nlp arxiv glove

Dta.pytorch

Official implementation of Drop to Adapt: Learning Discriminative Features for Unsupervised Domain Adaptation, to be presented at ICCV 2019.

✭ 144

python pytorch domain-adaptation

Featureflow

A state-of-the-art Video Frame Interpolation Method using feature flows blending. （CVPR 2020)

✭ 144

python deep-learning pytorch

Wavenet vocoder

WaveNet vocoder

✭ 1,926

python shell pytorch speech speech-synthesis speech-processing wavenet wavenet-vocoder neural-vocoder

Practicalai Cn

AI实战-practicalAI 中文版

✭ 2,375

Jupyter Notebook jupyter-notebook deep-learning machine-learning pytorch google-colab-notebook

Semanaly

semantic analysis using word2vector, doc2vector,lstm and other method. mainly for text similarity analysis.

✭ 143

python machine-learning pytorch nlp keras lstm

Cherry

A PyTorch Library for Reinforcement Learning Research

✭ 143

python pytorch reinforcement-learning learning rl

Yolov3

yolov3 by pytorch

✭ 142

python pytorch object-detection yolov3 model-compression mobilenetv2

Real Time Ml Project

A curated list of applied machine learning and data science notebooks and libraries across different industries.

✭ 143

deep-learning machine-learning pytorch tensorflow keras deeplearning real-time ml machine-learning-algorithms application machinelearning project theano rl

Pna

Implementation of Principal Neighbourhood Aggregation for Graph Neural Networks in PyTorch, DGL and PyTorch Geometric

✭ 139

python pytorch

Iterdet

[S+SSPR2020] IterDet: Iterative Scheme for Object Detection in Crowded Environments

✭ 143

python pytorch object-detection faster-rcnn

Clue

中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

✭ 2,425

python Jupyter Notebook shell pytorch tensorflow dataset benchmark chinese language-model pretrained-models nlu corpus glue transformers albert bert roberta chineseglue

Svhnclassifier Pytorch

A PyTorch implementation of Multi-digit Number Recognition from Street View Imagery using Deep Convolutional Neural Networks (http://arxiv.org/pdf/1312.6082.pdf)

✭ 141

jupyter-notebook deep-learning pytorch

Torchtext Summary

torchtext使用总结，从零开始逐步实现了torchtext文本预处理过程，包括截断补长，词表构建，使用预训练词向量，构建可用于PyTorch的可迭代数据等步骤。并结合Pytorch实现LSTM.

✭ 142

python jupyter-notebook pytorch nlp

Bamnet

Code & data accompanying the NAACL 2019 paper "Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases"

✭ 140

python deep-learning pytorch attention-model

Nsfw Resnet

🔥🔥NSFW implement in pytorch（色情图&性感图识别，本程序经过了线上大数据集测试，性能优异效果良好）🔥🔥