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deep-neural-network
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An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
python
data-science
machine-learning
deep-learning
neural-network
tensorflow
machine-learning-algorithms
pytorch
distributed
feature-extraction
hyperparameter-optimization
feature-engineering
nas
bayesian-optimization
automl
automated-machine-learning
model-compression
neural-architecture-search
deep-neural-network
automated-feature-engineering
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Jul 2, 2021 - Python
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
(⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning.
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Updated
Jun 21, 2021 - JavaScript
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
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Updated
Jul 5, 2021 - Jupyter Notebook
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
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Updated
Jun 29, 2021 - Python
Attempt at tracking states of the arts and recent results (bibliography) on speech recognition.
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Updated
Dec 21, 2020
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
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Updated
Apr 9, 2021 - Python
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
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May 13, 2021 - Python
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
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Updated
May 30, 2019 - C#
A deep neural network that directly reconstructs the motion of a 3D human skeleton from monocular video [ToG 2020]
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Updated
Jan 14, 2021 - Python
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
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Updated
Jun 19, 2021 - Python
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
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Updated
Mar 29, 2021 - CSS
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
whitebalance
deep-neural-network
white-balance
color-constancy
iccv19
iccv2019
color-augmentation
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Jun 16, 2021 - MATLAB
[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
made-in-nepal
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Updated
Jul 6, 2019 - PHP
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
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Nov 1, 2019 - Jupyter Notebook
Build logistic regression, neural network models for classification
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Jan 31, 2019
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
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Updated
Mar 6, 2020 - MATLAB
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
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Updated
May 10, 2021 - Python
A Comprehensive Survey on Community Detection with Deep Learning
deep-learning
community-detection
survey
graph-clustering
deep-neural-network
network-representation-learning
graph-neural-network
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Updated
Jun 21, 2021
Reinforcement learning (RL) implementation of imperfect information game Mahjong using markov decision processes to predict future game states
nlp
markov-model
mahjong
reinforcement-learning
computer-vision
reactjs
tensorflow
game-development
markov-chain
supervised-learning
game-theory
deep-q-network
reinforcement
softmax
supervised-machine-learning
npc-generator
deep-neural-network
deep-learning-mahjong
battle-mahjong
game-play
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Updated
Mar 27, 2020 - JavaScript
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
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Apr 21, 2021 - C++
All about acceleration and compression of Deep Neural Networks
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Nov 5, 2019
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.
data-science
binder
chainer
jupyter-notebook
digital-elevation-model
remote-sensing
generative-adversarial-network
super-resolution
antarctica
flat-file-db
deep-neural-network
glaciology
pangeo
optuna
bedmap
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Apr 29, 2021 - Jupyter Notebook
NeurIPS17: [AttentiveChrome] Attend and Predict: Using Deep Attention Model to Understand Gene Regulation by Selective Attention on Chromatin
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Feb 8, 2021 - Lua
Generate midi file with deep neural network 🎶
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Jun 8, 2021 - Python
Semantic information can help CNNs to get better illuminant estimation -- a proof of concept
computer-vision
deep-learning
image-processing
cnn
convolutional-neural-network
color-correction
deep-neural-network
illuminant-estimation
color-constancy
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Jun 16, 2021 - MATLAB
Sensor-Independent Illumination Estimation for DNN Models (BMVC 2019)
computer-vision
deep-learning
image-processing
color-histogram
whitebalance
deep-neural-network
white-balance
illuminant-estimation
color-constancy
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Updated
Jun 16, 2021 - MATLAB
Dopamine: Differentially Private Federated Learning on Medical Data (https://arxiv.org/abs/2101.11693)
machine-learning
privacy
deep-learning
squeezenet
differential-privacy
medical-image-processing
diabetic-retinopathy-detection
medical-application
diabetic-retinopathy
deep-neural-network
federated-learning
secure-multi-party-computation
opacus
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Updated
May 19, 2021 - Python
Neural recommender system implementation in TensorFlow.
deep-neural-networks
deep-learning
collaborative-filtering
matrix-factorization
recommendation-system
recommender-system
recommender-systems
recommendation-algorithms
deep-neural-network
neural-collaborative-filtering
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Updated
May 21, 2021 - Python
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Useful for converting greyscale image back to rgb so that the output can be rendered on canvas with toPixels.
tf api: https://www.tensorflow.org/api_docs/python/tf/image/grayscale_to_rgb