tensorflow / tfjs

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Missing op: MatrixBandPart

7

annxingyuan commented Sep 4, 2019

Reference from TensorFlow: https://www.tensorflow.org/api_docs/cc/class/tensorflow/ops/matrix-band-part

This op is used by the Music Transformer model.

Update batch norm reference in tfjs-node

5

Open

Add tests for error detection in fitDataset() / standardizeDataIteratorOutput()

4

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microsoft / nni

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Add various pruner algorithm for different pruning schedule

3

tu1258 commented Sep 1, 2020

What would you like to be added: As title

Why is this needed: All pruning schedule except AGPPruner only support level, L1, L2. While there are FPGM, APoZ, MeanActivation and Taylor, it would be much better if we can choose any pruner with any pruning schedule.

**Without this feature, how does current nni

[Call for contribution] mxnet example for NNI

1

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Any Update to when HB and BOHB will support nested search queries?

2

Ciphey / Ciphey

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Find a good English dictionary for us!

17

bee-san commented Sep 29, 2020

Hello spoooopyyy hackers 🎃

This is a Hacktoberfest only issue! 👻

This is also data-sciency!

The Problem

Our English dictionary contains words that aren't English, and does not contain common English words.

Examples of non-common words in the dictionary:

"hlithskjalf",
  "hlorrithi",
  "hlqn",
  "hm",
  "hny",
  "ho",
  "hoactzin",
  "hoactzine

Add T9 decoder

7

Open

Add Double Transposition cracker

4

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evilsocket / pwnagotchi

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(⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning.

ai deep-learning deep-reinforcement-learning wpa-psk bettercap deep-neural-network handshakes

Updated Nov 18, 2020
JavaScript

google / deepvariant

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DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data.

science machine-learning bioinformatics deep-learning genomics genome tensorflow ngs sequencing dna deep-neural-network deepvariant

Updated Dec 8, 2020
Python

intel-analytics / analytics-zoo

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Distributed Tensorflow, Keras and PyTorch on Apache Spark/Flink & Ray

python scala apache-spark pytorch keras-tensorflow bigdl distributed-deep-learning deep-neural-network analytics-zoo

Updated Dec 9, 2020
Jupyter Notebook

kk7nc / Text_Classification

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Text Classification Algorithms: A Survey

deep-learning random-forest text-classification recurrent-neural-networks naive-bayes-classifier dimensionality-reduction logistic-regression document-classification convolutional-neural-networks text-processing decision-trees boosting-algorithms support-vector-machines hierarchical-attention-networks nlp-machine-learning conditional-random-fields k-nearest-neighbours deep-belief-network rocchio-algorithm deep-neural-network

Updated Dec 7, 2020
Python

ikergarcia1996 / Self-Driving-Car-in-Video-Games

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A deep neural network that learns to drive in video games

python video-games machine-learning deep-learning neural-network pytorch supervised-learning self-driving-car videogame pretrained-models autonomous-driving deep-neural-network videogame-bot

Updated Oct 25, 2020
Python

SciSharp / SiaNet

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An easy to use C# deep learning library with CUDA/OpenCL support

machine-learning deep-learning neural-network image-processing artificial-intelligence image-classification object-detection cognitive-services deep-neural-network

Updated May 30, 2019
C#

benedekrozemberczki / Splitter

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A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).

machine-learning deep-learning clustering word2vec community-detection pytorch deepwalk gensim factorization network-embedding node2vec graph-embedding overlapping-community-detection deep-neural-network graph-representation-learning node-embedding implicit-factorization graph-neural-network ego-splitting word-vector

Updated Sep 24, 2020
Python

cmusatyalab / OpenTPOD

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Open Toolkit for Painless Object Detection

django deep-neural-networks deep-learning reactjs tensorflow django-rest-framework dnn object-detection transfer-learning tensorflow-models automl tensorflow-serving object-detection-pipelines custom-vision fine-tuning deep-neural-network object-detection-api custom-vision-api object-detection-model object-detection-tutorial

Updated Nov 10, 2020
CSS

ankitpokhrel / alt

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[EXPERIMENTAL] Facebook-like automatic alternative (alt) text for images using object detection with pre-trained model.

opencv php7 php-library object-detection php-opencv deep-neural-network single-shot-detection autotext

Updated Jul 6, 2019
PHP

mahmoudnafifi / WB_color_augmenter

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WB color augmenter improves the accuracy of image classification and image semantic segmentation methods by emulating different WB effects (ICCV 2019) [Python & Matlab].

computer-vision deep-learning cnn image-classification deeplearning semantic-segmentation data-augmentation image-augmentation color-correction deep-neural-network white-balance color-constancy iccv19 iccv2019 color-augmentation

Updated May 28, 2020
MATLAB

surmenok / GTSRB

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Convolutional Neural Network for German Traffic Sign Recognition Benchmark

machine-learning deep-neural-networks computer-vision deep-learning cnn pytorch self-driving-car convolutional-networks convolutional-neural-networks convolutional-neural-network fastai self-driving-cars deep-neural-network

Updated Nov 1, 2019
Jupyter Notebook

hristo-vrigazov / dnn.cool

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A framework for multi-task learning, where you may precondition tasks and compose them into bigger tasks. Conditional objectives and per-task evaluations and interpretations.

deep-neural-networks deep-learning pytorch catalyst multitasking deep-neural-network multitask-learning task-precondition task-composition

Updated Nov 26, 2020
Python

SSQ / Coursera-Ng-Neural-Networks-and-Deep-Learning

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Build logistic regression, neural network models for classification

python logistic-regression shallow-neural-network deep-neural-network

Updated Jan 31, 2019

mahmoudnafifi / 11K-Hands

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Two-stream CNN for gender classification and biometric identification using a dataset of 11K hand images.

deep-learning dataset gender-recognition datasets gender-classification biometric-identification deep-neural-network biometric-authentication

Updated Mar 6, 2020
MATLAB

ValentinVignal / midiGenerator

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Generate midi file with deep neural network 🎶

midi tensorflow keras pygame deep-neural-network music21

Updated Nov 13, 2020
Python

Laiye-Tech / serving

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TensorFlow Serving based on encrypted model, protect model files from being stolen | 基于加密模型的 TensorFlow Serving ，保护模型文件免于被盗取

python machine-learning crypto deep-learning neural-network cpp tensorflow ml serving protobuffer deep-neural-network

Updated Dec 2, 2020
C++

XinDongol / DNNAC

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All about acceleration and compression of Deep Neural Networks

acceleration compression quantization deep-neural-network

Updated Nov 5, 2019

QData / AttentiveChrome

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NeurIPS17: [AttentiveChrome] Attend and Predict: Using Deep Attention Model to Understand Gene Regulation by Selective Attention on Chromatin

deep-learning epigenetic-data deep-neural-network interpretable-deep-learning

Updated Oct 1, 2020
Lua

mahmoudnafifi / SIIE

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Sensor-Independent Illumination Estimation for DNN Models (BMVC 2019)

computer-vision deep-learning image-processing color-histogram deep-neural-network white-balance illuminant-estimation color-constancy

Updated May 6, 2020
MATLAB

weiji14 / deepbedmap

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Going beyond BEDMAP2 using a super resolution deep neural network. Also a convenient flat file data repository for high resolution bed elevation datasets around Antarctica.