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classification

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brightmart / text_classification

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all kinds of text classification models and more with deep learning

nlp text-classification tensorflow classification convolutional-neural-networks sentence-classification fasttext attention-mechanism multi-label memory-networks multi-class textcnn textrnn

Updated May 20, 2020
Python

nfmcclure / tensorflow_cookbook

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Open

Suggestion for better test_indices

3

ychong commented Feb 8, 2018

Hi I would like to propose a better implementation for 'test_indices':

We can remove the unneeded np.array casting:

Cleaner/New:
test_indices = list(set(range(len(texts))) - set(train_indices))

Old:
test_indices = np.array(list(set(range(len(texts))) - set(train_indices)))

Read more

enhancement good first issue

wkentaro / labelme

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Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

python computer-vision deep-learning image-annotation video-annotation annotations classification semantic-segmentation instance-segmentation

Updated Aug 19, 2020
Python

MorvanZhou / PyTorch-Tutorial

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Build your neural network easy and fast

python machine-learning tutorial reinforcement-learning neural-network regression cnn pytorch batch dropout generative-adversarial-network gan batch-normalization dqn classification rnn autoencoder pytorch-tutorial

Updated Jun 8, 2020
Jupyter Notebook

haifengl / smile

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Statistical Machine Intelligence & Learning Engine

visualization nlp data-science machine-learning statistics deep-learning graph clustering interpolation genetic-algorithm linear-algebra regression nearest-neighbor-search classification wavelet dataframe computer-algebra-system manifold-learning multidimensional-scaling

Updated Aug 17, 2020
Java

BinRoot / TensorFlow-Book

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Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

machine-learning reinforcement-learning book clustering tensorflow linear-regression regression classification autoencoder logistic-regression convolutional-neural-networks

Updated Dec 14, 2019
Jupyter Notebook

awesome-project-ideas

NirantK / awesome-project-ideas

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Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

machine-learning awesome deep-learning dataset forecasting classification image-classification awesome-list multi-label-classification series-forecasting

Updated Aug 17, 2020

MorvanZhou / Tensorflow-Tutorial

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Tensorflow tutorial from basic to hard

machine-learning tutorial neural-network tensorflow regression cnn dropout generative-adversarial-network gan dqn classification rnn autoencoder tensorflow-tutorials deep-q-network

Updated Aug 5, 2020
Python

wooorm / franc

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Natural language detection

javascript nlp language detect detection natural-language language-detection classification natural classify

Updated Aug 13, 2020
JavaScript

gaussic / text-classification-cnn-rnn

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CNN-RNN中文文本分类，基于TensorFlow

text-classification tensorflow cnn classification rnn chinese tensorboard

Updated May 19, 2019
Python

charlesq34 / pointnet

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PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

neural-network tensorflow point-cloud classification segmentation geometry-processing

Updated Dec 16, 2019
Python

orange3

biolab / orange3

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🍊

📊

💡 Orange: Interactive data analysis https://orange.biolab.si

Updated Aug 19, 2020
Python

charlesq34 / pointnet2

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PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

deep-learning point-cloud classification segmentation 3d-shape

Updated May 16, 2020
Python

osmr / imgclsmob

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Sandbox for training convolutional networks for computer vision

machine-learning deep-learning neural-network mxnet chainer tensorflow keras pytorch classification imagenet image-classification segmentation human-pose-estimation pretrained-models gluon cifar semantic-segmentation 3d-face-reconstruction tensorflow2

Updated Jul 23, 2020
Python

dipanjanS / practical-machine-learning-with-python

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Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

python machine-learning natural-language-processing computer-vision deep-learning jupyter notebook clustering tensorflow scikit-learn keras jupyter-notebook pandas spacy nltk classification convolutional-neural-networks prophet statsmodels time-series-analysis

Updated Mar 11, 2019
Jupyter Notebook

NVIDIA-AI-IOT / torch2trt

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An easy to use PyTorch to TensorRT converter

inference pytorch classification tensorrt jetson-tx2 jetson-xavier jetson-nano

Updated Jul 8, 2020
Python

bjoernkarmann / project_alias

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Alias is a teachable “parasite” that is designed to give users more control over their smart assistants, both when it comes to customisation and privacy. Through a simple app the user can train Alias to react on a custom wake-word/sound, and once trained, Alias can take control over your home assistant by activating it for you.

raspberry-pi machine-learning hack smarthome microphone speech-recognition classification alias sound-synthesis wakeword

Updated Apr 5, 2020
Python

tirthajyoti / Machine-Learning-with-Python

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Practice and tutorial-style notebooks covering wide variety of machine learning techniques

data-science machine-learning statistics deep-learning neural-network random-forest clustering numpy naive-bayes scikit-learn regression pandas artificial-intelligence classification dimensionality-reduction matplotlib decision-trees principal-component-analysis k-nearest-neighbours

Updated Aug 19, 2020
Jupyter Notebook

qubvel / efficientnet

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Implementation of EfficientNet model. Keras and TensorFlow Keras.

deep-learning efficient classification imagenet image-classification pretrained-models mobilenet nasnetmobile efficientnet

Updated Aug 6, 2020
Python

mlr-org / mlr

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Machine Learning in R

data-science machine-learning cran tutorial r statistics clustering regression feature-selection tuning classification survival-analysis r-package hyperparameters-optimization predictive-modeling imbalance-correction mlr learners stacking multilabel-classification

Updated Aug 18, 2020
R

InvoiceNet

naiveHobo / InvoiceNet

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Deep neural network to extract intelligent information from invoice documents.

information-retrieval deep-neural-networks deep-learning invoices keras information-extraction classification invoice billing deeplearning keras-neural-networks invoice-pdf invoice-management keras-tensorflow invoice-software invoice-insight invoice-parser

Updated Aug 17, 2020
Python

soeaver / caffe-model

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Caffe models (including classification, detection and segmentation) and deploy files for famouse networks

caffe detection classification imagenet faster-rcnn segmentation resnet inception inception-resnet resnext caffemodel dpn

Updated Mar 22, 2018
Python

Xtra-Computing / thundersvm

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ThunderSVM: A Fast SVM Library on GPUs and CPUs

c-plus-plus gpu cuda regression classification libsvm one-class-learning

Updated Jul 22, 2020
C++

frombeijingwithlove / dlcv_for_beginners

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《深度学习与计算机视觉》配套代码

caffe computer-vision deep-learning mxnet book example detection regression pytorch gan classification segmentation generative unet adversarial beginners siamese u-net model-fusion

Updated Jan 24, 2020
Python

msgi / nlp-journey

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Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.

tensorflow svm word2vec crf keras similarity classification attention gensim lda fasttext ner embedding bert elmo

Updated Aug 6, 2020
Python

MLBox

AxeldeRomblay / MLBox

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MLBox is a powerful Automated Machine Learning python library.

Updated Jul 7, 2020
Python

azavea / raster-vision

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An open source framework for deep learning on satellite and aerial imagery.

machine-learning computer-vision deep-learning geospatial pytorch remote-sensing classification object-detection semantic-segmentation

Updated Aug 19, 2020
Python

bearpaw / pytorch-classification

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Classification with PyTorch.

pytorch classification imagenet densenet resnet cifar10 resnext wide-residual-networks wrn cifar100 preresnet

Updated Dec 12, 2019
Python

yangyanli / PointCNN

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PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)

machine-learning deep-neural-networks robotics point-cloud classification segmentation convolutional-neural-networks autonomous-driving shapenet pointcloud scannet

Updated May 7, 2020
Python

harvitronix / five-video-classification-methods

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Code that accompanies my blog post outlining five video classification methods in Keras and TensorFlow

machine-learning deep-learning tensorflow keras classification

Updated Aug 5, 2020
Python

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