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The Top 977 Dropout Open Source Projects

Deeplearning 500 Questions ⭐ 47,545
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06
most recent commit 6 months ago
Pytorch Tutorial ⭐ 6,783
Build your neural network easy and fast, 莫烦Python中文教学
most recent commit 4 months ago
Tensorflow Tutorial ⭐ 3,873
Tensorflow tutorial from basic to hard
most recent commit 2 years ago
Hyperas ⭐ 2,103
Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization
dependent packages 3total releases 9most recent commit 10 months agopypi hyperas} Downloads
Fitlog ⭐ 1,047
fitlog是一款在深度学习训练中用于辅助用户记录日志和管理代码的工具
dependent packages 5total releases 9most recent commit 9 months agopypi fitlog} Downloads
Emnlp2017 Bilstm Cnn Crf ⭐ 707
BiLSTM-CNN-CRF architecture for sequence tagging
most recent commit 4 years ago
Deeplearningbookqa_cn ⭐ 693
深度学习面试问题 回答对应的DeepLearning中文版页码
most recent commit 5 years ago
Basic_model_scratch ⭐ 609
Implementation of some classic Machine Learning model from scratch and benchmarking against popular ML library
most recent commit 3 years ago
Bdl Benchmarks ⭐ 571
Bayesian Deep Learning Benchmarks
most recent commit 2 years ago
Bayesian Neural Networks ⭐ 554
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
most recent commit 2 years ago
Tensorflow Rnn Shakespeare ⭐ 516
Code from the "Tensorflow and deep learning - without a PhD, Part 2" session on Recurrent Neural Networks.
most recent commit 5 years ago
Satania.moe ⭐ 488
Satania IS the BEST waifu, no really, she is, if you don't believe me, this website will convince you
most recent commit a year ago
Nothotdog Classifier ⭐ 475
What would you say if I told you there is a app on the market that tell you if you have a hotdog or not a hotdog.
most recent commit 5 years ago
Dropoutuncertaintyexps ⭐ 411
Experiments used in "Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning"
most recent commit 7 months ago
Recurrenthighwaynetworks ⭐ 408
Recurrent Highway Networks - Implementations for Tensorflow, Torch7, Theano and Brainstorm
most recent commit 3 years ago
Dropblock ⭐ 408
Implementation of DropBlock: A regularization method for convolutional networks in PyTorch.
total releases 5most recent commit 2 years ago
Cifar10 Tensorflow ⭐ 395
cifar10数据集上进行图片分类，基于tensorflow框架，旨在探究不同的改进策略对分类准确率
most recent commit 4 years ago
Tf Seq2seq ⭐ 388
Sequence to sequence learning using TensorFlow.
most recent commit 4 years ago
Deep Learning Tricks ⭐ 381
Enumerate diverse machine learning training tricks.
most recent commit 5 years ago
Card Ocr ⭐ 364
身份证识别OCR
most recent commit a year ago
Hypersearch ⭐ 352
Hyperparameter optimization for PyTorch.
most recent commit 4 years ago
Bayesianrnn ⭐ 342
Code for the paper "A Theoretically Grounded Application of Dropout in Recurrent Neural Networks"
most recent commit 6 years ago
Neural_graph_collaborative_filtering ⭐ 339
Neural Graph Collaborative Filtering, SIGIR2019
most recent commit 2 years ago
Caffemodel2pytorch ⭐ 337
Convert Caffe models to PyTorch
most recent commit 11 days ago
Ner Lstm Crf ⭐ 325
An easy-to-use named entity recognition (NER) toolkit, implemented the Bi-LSTM+CRF model in tensorflow.
most recent commit 4 years ago
Pytorch Memonger ⭐ 318
Sublinear memory optimization for deep learning. https://arxiv.org/abs/1604.06174
most recent commit 3 years ago
Theano_lstm ⭐ 309
🔬 Nano size Theano LSTM module
total releases 15most recent commit 6 years ago
Mem2seq ⭐ 303
Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems
most recent commit 3 years ago
Variational Dropout Sparsifies Dnn ⭐ 280
Sparse Variational Dropout, ICML 2017
most recent commit 2 years ago
Deepnet ⭐ 267
Implementations of CNNs, RNNs and deep learning techniques in pure Numpy
most recent commit 3 years ago
Pytorch Cn ⭐ 257
Pythrch-CN文档地址
most recent commit 4 years ago
Targeted Dropout ⭐ 254
Complementary code for the Targeted Dropout paper
most recent commit 3 years ago
Crnn Audio Classification ⭐ 249
UrbanSound classification using Convolutional Recurrent Networks in PyTorch
most recent commit a year ago
Cuda Convnet ⭐ 235
My fork of Alex Krizhevsky's cuda-convnet from 2013 where I added dropout, among other features.
most recent commit 8 years ago
Multigraph_transformer ⭐ 232
accepted by IEEE TNNLS, transformer, multi-graph transformer, graph, graph classification, sketch recognition, sketch classification, free-hand sketch, official code of the paper "Multi-Graph Transformer for Free-Hand Sketch Recognition"
most recent commit a year ago
Dgd_person_reid ⭐ 223
Domain Guided Dropout for Person Re-identification
most recent commit 5 years ago
Orn ⭐ 215
Oriented Response Networks, in CVPR 2017
most recent commit 2 months ago
Ide Baseline Market 1501 ⭐ 203
ID-discriminative Embedding (IDE) for Person Re-identification
most recent commit 5 years ago
Kaldi Lstm ⭐ 198
C++ implementation of LSTM (Long Short Term Memory), in Kaldi's nnet1 framework. Used for automatic speech recognition, possibly language modeling etc, the training can be switched between CPU and GPU(CUDA). This repo is now merged into official Kaldi codebase(Karel's setup), so this repo is no longer maintained, please check out the Kaldi project instead.
most recent commit 8 years ago
Videowalk ⭐ 194
Repository for "Space-Time Correspondence as a Contrastive Random Walk" (NeurIPS 2020)
most recent commit 9 months ago
Disout ⭐ 190
Code for AAAI 2020 paper, Beyond Dropout: Feature Map Distortion to Regularize Deep Neural Networks (Disout).
most recent commit 2 years ago
Grid Lstm ⭐ 182
Torch7 implementation of Grid LSTM as described here: http://arxiv.org/pdf/1507.01526v2.pdf
most recent commit 7 years ago
Lisa ⭐ 175
Linguistically-Informed Self-Attention implemented in TensorFlow
most recent commit 3 years ago
Kb Qa ⭐ 174
基于知识库的中文问答系统（biLSTM）
most recent commit 4 years ago
Tensorflow Mnist Cnn ⭐ 171
MNIST classification using Convolutional NeuralNetwork. Various techniques such as data augmentation, dropout, batchnormalization, etc are implemented.
most recent commit 4 years ago
Cifar.torch ⭐ 167
92.45% on CIFAR-10 in Torch
most recent commit 6 years ago
Deeptoxic ⭐ 166
top 1% solution to toxic comment classification challenge on Kaggle.
most recent commit 4 years ago
Daily Question ⭐ 161
每日一题（涉及但不仅限于机器学习、深度学习和计算机视觉等方向）
most recent commit 4 years ago
Dropoutuncertaintycaffemodels ⭐ 159
Dropout As A Bayesian Approximation: Code
most recent commit 7 years ago
Densenet Sdr ⭐ 151
repo that holds code for improving on dropout using Stochastic Delta Rule
most recent commit 4 years ago
Keras Fractalnet ⭐ 146
FractalNet implementation in Keras: Ultra-Deep Neural Networks without Residuals
most recent commit 5 years ago
Pytorch_practice ⭐ 128
这是我学习 PyTorch 的笔记对应的代码，点击查看 PyTorch 笔记在线电子书
most recent commit 2 years ago
Oneshottranslation ⭐ 126
Pytorch implementation of "One-Shot Unsupervised Cross Domain Translation" NIPS 2018
most recent commit 3 years ago
Ailearnnotes ⭐ 122
Artificial Intelligence Learning Notes.
most recent commit 3 years ago
Adl ⭐ 121
Attention-based Dropout Layer for Weakly Supervised Object Localization (CVPR 2019 Oral)
most recent commit 3 years ago
Glmm In Python ⭐ 114
Generalized linear mixed-effect model in Python
most recent commit 4 years ago
Carnd Project5 Vehicle_detection_and_tracking ⭐ 111
Vehicle Detection with Convolutional Neural Network
most recent commit 5 years ago
Lstms.pth ⭐ 110
PyTorch implementations of LSTM Variants (Dropout + Layer Norm)
most recent commit a year ago
Motionblur Detection By Cnn ⭐ 109
most recent commit 4 years ago
Infodrop ⭐ 107
Code for our paper "Informative Dropout for Robust Representation Learning: A Shape-bias Perspective" (ICML 2020)
most recent commit a year ago
Traffic Signs ⭐ 106
Building a CNN based traffic signs classifier.
most recent commit 3 years ago
Machinelearning_tensorflow ⭐ 106
TensorFlow学习
most recent commit 5 years ago
Pytorch Rnn Text Classification ⭐ 104
Word Embedding + LSTM + FC
most recent commit 3 years ago
Neuralnetwork ⭐ 102
Java (convolutional or fully-connected) neural network implementation with plugin for Weka. Uses dropout and rectified linear units.
most recent commit 8 years ago
R2r Envdrop ⭐ 102
PyTorch Code of NAACL 2019 paper "Learning to Navigate Unseen Environments: Back Translation with Environmental Dropout"
most recent commit a year ago
Icellr ⭐ 101
Single (i) Cell R package (iCellR) is an interactive R package to work with high-throughput single cell sequencing technologies (i.e scRNA-seq, scVDJ-seq, scATAC-seq, CITE-Seq and Spatial Transcriptomics (ST)).
total releases 23most recent commit 3 months ago
Deep Learning Interview ⭐ 100
深度学习面试汇总，基本知识点的查漏补缺
most recent commit 4 years ago
Keyword_spotting ⭐ 99
Chinese keyword spotting model using LSTM RNN
most recent commit 4 years ago
Deep Learning_best Practices ⭐ 97
most recent commit 4 years ago
Nmt.matlab ⭐ 95
Code to train state-of-the-art Neural Machine Translation systems.
most recent commit 6 years ago
R Bert ⭐ 94
Pytorch implementation of R-BERT: "Enriching Pre-trained Language Model with Entity Information for Relation Classification"
most recent commit 2 years ago
Heteroscedasticdropoutuncertainty ⭐ 94
Demos demonstrating the difference between homoscedastic and heteroscedastic regression with dropout uncertainty.
most recent commit 7 years ago
Cplxmodule ⭐ 92
Complex-valued neural networks for pytorch and Variational Dropout for real and complex layers.
total releases 5most recent commit 3 months ago
Classifier ⭐ 91
Classifier by pytorch
most recent commit 2 years ago
Cifar10 Img Classification Tensorflow ⭐ 91
image classification with CIFAR10 dataset w/ Tensorflow
most recent commit 4 years ago
Chinese Sentiment Classification ⭐ 90
简单的中文文本情感分类 (MLP, CNN, RNN in PyTorch) - 2019 THU 人工智能导论作业
most recent commit 7 months ago
Multiffn Nli ⭐ 89
Implementation of the multi feed-forward network architecture by Parikh et al. (2016) for Natural Language Inference.
most recent commit 5 years ago
Yolo3d ⭐ 88
Implementation of a basic YOLO model for object detection in 3D
most recent commit 4 years ago
Tf Segnet ⭐ 88
SegNet-like network implemented in TensorFlow to use for segmenting aerial images
most recent commit 4 years ago
Simlr ⭐ 88
Implementations in both Matlab and R of the SIMLR method. The manuscript of the method is available at: https://www.nature.com/articles/nmeth.4207
most recent commit a year ago
Lamb ⭐ 85
LAnguage Modelling Benchmarks
most recent commit 2 years ago
Uncertaintynn ⭐ 85
Implementation and evaluation of different approaches to get uncertainty in neural networks
most recent commit 5 years ago
Daguan_2019_rank9 ⭐ 85
达观信息提取比赛第九名代码
most recent commit 3 years ago
Nlp Interview Notes ⭐ 84
📚 专门为自然语言处理(NLP)面试准备的学习笔记与资料
most recent commit 2 years ago
Adnc ⭐ 83
Advanced Differentiable Neural Computer (ADNC) with application to bAbI task and CNN RC task.
most recent commit 4 years ago
Vector Entailment ⭐ 82
A suite of representation learning models for sentence embedding, and some tasks to evaluate them on.
most recent commit 4 years ago
Deep Ensembles Uncertainty ⭐ 82
My implementation of the paper "Simple and Scalable Predictive Uncertainty estimation using Deep Ensembles"
most recent commit 5 years ago
Sampling Free Epistemic Uncertainty ⭐ 81
Code for the ICCV 2019 paper "Sampling-free Epistemic Uncertainty Estimation Using Approximated Variance Propagation"
most recent commit 6 months ago
Transformers_without_tears ⭐ 79
Transformers without Tears: Improving the Normalization of Self-Attention
most recent commit 2 years ago
Speech Emotion Recognition ⭐ 78
Detecting emotions using MFCC features of human speech using Deep Learning
most recent commit 2 years ago
Zoneout ⭐ 74
Code for experiments with our RNN regularizer, which stochastically forces units to maintain previous values.
most recent commit 5 years ago
Keras Uncertainty ⭐ 71
Utilities to perform Uncertainty Quantification on Keras Models
most recent commit 3 months ago
Pytorch_ard ⭐ 70
Pytorch implementation of Variational Dropout Sparsifies Deep Neural Networks
total releases 5most recent commit 10 months ago
Better_lstm_pytorch ⭐ 69
An LSTM in PyTorch with best practices (weight dropout, forget bias, etc.) built-in. Fully compatible with PyTorch LSTM.
most recent commit 3 years ago
Recnet ⭐ 68
RecNet - Recurrent Neural Network Framework
most recent commit 5 years ago
Group Level Emotion Recognition ⭐ 67
Model submitted for the ICMI 2018 EmotiW Group-Level Emotion Recognition Challenge
most recent commit 4 years ago
Dropout ⭐ 67
save a page for offline access and archival
total releases 3most recent commit 5 years ago
Essence ⭐ 66
AutoDiff DAG constructor, built on numpy and Cython. A Neural Turing Machine and DeepQ agent run on it. Clean code for educational purpose.
most recent commit 3 years ago
Ai Papers ⭐ 62
ML/DL papers which I found useful. Lots of them.
most recent commit 4 years ago
Fraternal Dropout ⭐ 61
most recent commit 5 years ago
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