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Tensorflow

TensorFlow is an open source library that was created by Google. It is used to design, build, and train deep learning models.

https://github.com/danielegrattarola/gnca

Code for "Learning Graph Cellular Automata" (NeurIPS 2021).

cellular-automata graph-neural-networks machine-learning neurips-2021 tensorflow

Last synced: 09 Nov 2024

https://github.com/sayakpaul/sharpness-aware-minimization-tensorflow

Implements sharpness-aware minimization (https://arxiv.org/abs/2010.01412) in TensorFlow 2.

computer-vision deep-neural-networks generalization loss-landscape tensorflow tpu-acceleration

Last synced: 09 Nov 2024

https://github.com/gokumohandas/attentional-interfaces

🔍 Attentional interfaces in TensorFlow.

attention-mechanism machine-learning tensorflow

Last synced: 09 Nov 2024

https://github.com/ivy-llc/gym

Fully differentiable RL environments, written in Ivy.

deep-learning gym-environment ivy jax machine-learning mxnet numpy python pytorch reinforcement-learning tensorflow

Last synced: 15 Nov 2024

https://github.com/spotify/tfreader

TensorFlow TFRecord reader CLI tool

cats cli fs2 graal-native scala tensorflow tfrecords

Last synced: 07 Nov 2024

https://github.com/DeepLearnPhysics/dynamic-gcnn

Dynamic Graph Convolutional Neural Network for 3D point cloud semantic segmentation

convolutional-neural-networks custom-data dgcnn gcnn graph-convolutional-networks python tensorflow

Last synced: 28 Oct 2024

https://github.com/abdullahselek/plant-disease-classification-tf

Disease classification on different plants with using Machine Learning and Convolutional Neural Networks.

convolutional-neural-networks disease-classification opencv opencv-python plant-disease tensorflow

Last synced: 07 Nov 2024

https://github.com/dbklim/voice_chatbot

Chatbot in russian with speech recognition using PocketSphinx and speech synthesis using RHVoice. The AttentionSeq2Seq model is used. Imlemented using Python3+TensorFlow+Keras.

attention-model bot chatbot flask gensim keras lstm natural-language-processing nlp pocketsphinx restful-api rhvoice russian seq2seq speech-recognition speech-synthesis tensorflow text-processing word2vec

Last synced: 11 Nov 2024

https://github.com/maxmekiska/imbrium

Standard and Hybrid Deep Learning Multivariate-Multi-Step & Univariate-Multi-Step Time Series Forecasting.

deep-learning deep-neural-networks keras tensorflow time-series

Last synced: 14 Nov 2024

https://github.com/djangopeng/keras-101

Keras 快速入门与实战

ai deep-learning keras python tensorflow

Last synced: 14 Oct 2024

https://github.com/rishit-dagli/tf-watcher

Monitor your ML jobs on mobile devices📱, especially for Google Colab / Kaggle

chakra-ui deep-learning devtools firebase machine-learning pypi pyrebase python python-package python-packages react recharts sphinx tensorflow tf-watcher

Last synced: 01 Nov 2024

https://github.com/chaitjo/lstm-context-embeddings

Augmenting word embeddings with their surrounding context using bidirectional RNN

cnn context-embeddings deep-learning lstm neural-networks sentence-classification tensorflow word-embeddings

Last synced: 02 Nov 2024

https://github.com/cerlymarco/keras-hypetune

A friendly python package for Keras Hyperparameters Tuning based only on NumPy and hyperopt.

deep-learning hyperparameter-optimization keras tensorflow tensorflow-keras tf-keras tuning-parameters

Last synced: 07 Nov 2024

https://github.com/parrondo/deeptrading

Deep Neural Network Trading collection of Tensorflow Jupyter notebooks

algorithmic-trading algotrading tensorflow tensorflow-tutorials

Last synced: 09 Oct 2024

https://github.com/lucko515/tesla-stocks-prediction

The implementation of LSTM in TensorFlow used for the stock prediction.

deep-learning lstm-neural-networks machine-learning rnn-tensorflow stock-price-prediction tensorflow

Last synced: 08 Nov 2024

https://github.com/lucko515/chatbot-startkit

This repository holds files for the simple chatbot wrote in TensorFlow 1.4, with attention mechanism and bucketing.

attention-mechanism bucket chatbot lstm neural-network seq2seq tensorflow

Last synced: 08 Nov 2024

https://github.com/morvanzhou/train-classifier-from-scratch

Machine Learning: Collect data online and train a classifier from scratch

classification classifier machine-learning neural-network tensorflow

Last synced: 06 Nov 2024

https://github.com/luxdamore/generative-art

🌈🎨 Generative Art is the idea realized as genetic code of artificial events, as construction of dynamic complex systems able to generate endless variations. This is also a nuxt-module (@luxdamore/nuxt-canvas-sketch) - [three.js, tensorflow.js and gsap are not included].

3d-art art canvas canvas-sketch creative creative-coding facemesh generative-art gsap modules nuxt nuxt-module nuxtjs tensorflow tensorflow-examples tensorflow-tutorials three-js threejs visual-design vuejs

Last synced: 12 Nov 2024

https://github.com/rshrc/gait-recognition

Distance Recognition of a Human Being with Deep CNN's

cnn deep-learning gait image-processing imageio keras neural-network numpy pandas python3 tensorflow

Last synced: 28 Oct 2024

https://github.com/ZhijianJiang/DispNet-TensorFlow

TensorFlow implementation of DispNet by Zhijian Jiang.

convolutional-networks dispnet-tensorflow stereo-vision tensorflow

Last synced: 04 Aug 2024

https://github.com/yeyupiaoling/tensorflow-facerecognition

基于MTCNN和MobileFaceNet实现的人脸识别,提供三种预测方式,满足各种需求 。

face-recognition mobilefacenet mtcnn tensorflow

Last synced: 02 Nov 2024

https://github.com/Gauravv97/CameraBlur

Android app for blurring image background using machine learning

android deeplabv3 pixel2 portrait-mode tensorflow

Last synced: 25 Oct 2024

https://github.com/LuXDAmore/generative-art

🌈🎨 Generative Art is the idea realized as genetic code of artificial events, as construction of dynamic complex systems able to generate endless variations. This is also a nuxt-module (@luxdamore/nuxt-canvas-sketch) - [three.js, tensorflow.js and gsap are not included].

3d-art art canvas canvas-sketch creative creative-coding facemesh generative-art gsap modules nuxt nuxt-module nuxtjs tensorflow tensorflow-examples tensorflow-tutorials three-js threejs visual-design vuejs

Last synced: 01 Nov 2024

https://github.com/sergree/dolbonet

🤪 Русскоязычный чат-бот для Discord на архитектуре Transformer

bot chatbot deep-learning discord keras python russian tensorflow tensorflow2 transformer

Last synced: 30 Oct 2024

https://github.com/Narasimha1997/smartreply

Unofficial port of Google's smart reply runtime (powers gmail and assistant) model to python, allowing developers to leverage intelligent smart reply as an API in Web and embedded systems that supports Linux, a loader (ld.so), a fully POSIX C++ Runtime and Python interpreter.

android cplusplus google linux python3 tensorflow web

Last synced: 08 Nov 2024

https://github.com/Narsil/alphagozero

Unofficial attempt to rebuild AlphaGo Zero

alphago-zero keras tensorflow

Last synced: 09 Aug 2024

https://github.com/siddk/entity-network

Tensorflow implementation of "Tracking the World State with Recurrent Entity Networks" [https://arxiv.org/abs/1612.03969] by Henaff, Weston, Szlam, Bordes, and LeCun.

embeddings key-vectors recurrent-entity-networks recurrent-neural-networks tensorflow tensorflow-models

Last synced: 12 Nov 2024

https://github.com/mratsim/mckinsey-smartcities-traffic-prediction

Adventure into using multi attention recurrent neural networks for time-series (city traffic) for the 2017-11-18 McKinsey IronMan (24h non-stop) prediction challenge

data-science deep-learning keras machine-learning neural-networks tensorflow time-series

Last synced: 22 Oct 2024

https://github.com/narsil/alphagozero

Unofficial attempt to rebuild AlphaGo Zero

alphago-zero keras tensorflow

Last synced: 26 Oct 2024

https://github.com/davidstutz/tensorflow-cpp-op-example

Simple example of implementing a new Tensorflow operation and its gradient in C++.

tensorflow tensorflow-operation

Last synced: 10 Nov 2024

https://github.com/suvoooo/learn-tensorflow

Learning Tensorflow Step by Step:: Concepts, Examples & Applications

deep-learning tensorflow

Last synced: 14 Nov 2024

https://github.com/srom/cma-es

Covariance Matrix Adaptation Evolution Strategy (CMA-ES)

numerical-optimization optimization optimization-algorithms python tensorflow

Last synced: 12 Nov 2024

https://github.com/philipperemy/tensorflow-maxout

Maxout Networks TensorFlow implementation presented in https://arxiv.org/abs/1302.4389

maxout maxout-networks tensorflow tensorflow-maxout

Last synced: 09 Nov 2024

https://github.com/markdtw/matching-networks

Matching Networks for one-shot learning in tensorflow (NIPS'16)

few-shot-learning tensorflow

Last synced: 13 Nov 2024

https://github.com/sayakpaul/swin-transformers-tf

Implementation of Swin Transformers in TensorFlow along with converted pre-trained models, code for off-the-shelf classification and fine-tuning.

attention computer-vision hierarchies image-recognition relative-attention swin-transformers tensorflow

Last synced: 09 Nov 2024

https://github.com/raviqqe/tensorflow-qnd

Quick and Dirty TensorFlow command framework to train and evaluate models and make inference

machine-learning python tensorflow

Last synced: 01 Nov 2024

https://github.com/abishekvashok/rep-counter

AI Exercise Rep Counter based on Google's Human Pose Estimation Library (Posenet)

artificial-intelligence deep-learning machine-learning neural-networks posenet repetion-counter repetition rnn rnn-tensorflow tensorflow

Last synced: 28 Oct 2024

https://github.com/danielegrattarola/src

Code for "Understanding Pooling in Graph Neural Networks" (TNNLS 2022).

deep-learning graph-neural-networks graph-pooling machine-learning tensorflow

Last synced: 22 Oct 2024

https://github.com/Masao-Taketani/FOTS_OCR

TensorFlow Implementation of FOTS, Fast Oriented Text Spotting with a Unified Network.

computer-vision deep-learning image-recognition ocr scene-text-recognition tensorflow

Last synced: 03 Nov 2024

https://github.com/omimo/xrbm

Implementation of Restricted Boltzmann Machine (RBM) and its variants in Tensorflow

crbm library machine-learning mnist-dataset python rbm restricted-boltzmann-machine tensorflow

Last synced: 13 Oct 2024

https://github.com/nicolay-r/AREkit

Document level Attitude and Relation Extraction toolkit (AREkit) for sampling and processing large text collections with ML and for ML

bert datasets frames language-models neural-networks nlp pandas pandas-dataframe prompt prompting relation-extraction sentiment-analysis tensorflow

Last synced: 01 Nov 2024

https://github.com/narasimha1997/smartreply

Unofficial port of Google's smart reply runtime (powers gmail and assistant) model to python, allowing developers to leverage intelligent smart reply as an API in Web and embedded systems that supports Linux, a loader (ld.so), a fully POSIX C++ Runtime and Python interpreter.

android cplusplus google linux python3 tensorflow web

Last synced: 07 Nov 2024

https://github.com/rishit-dagli/nystromformer

An implementation of the Nyströmformer, using Nystrom method to approximate standard self attention

artificial-intelligence attention-mechanism deep-learning keras machine-learning nystrom nystromformer tensorflow transformer

Last synced: 11 Oct 2024

https://github.com/hkust-vgd/riconv

Rotation Invariant Convolutions for 3D Point Clouds Deep Learning

convolution point-clouds rotation-invariant-convolutions segments tensorflow

Last synced: 28 Oct 2024

https://github.com/cluebenchmark/mobileqa

离线端阅读理解应用 QA for mobile, Android & iPhone

albert android bert chinese iphone machine-reading-comprehension nlp qa tensorflow tflite

Last synced: 09 Nov 2024

https://github.com/uranusx86/binarynet-on-tensorflow

binary weight neural network implementation on tensorflow

deep-learning neural-network python tensorflow tensorflow-experiments

Last synced: 12 Nov 2024

https://github.com/lunarwhite/tan-division

Chinese corpus sentiment analysis. 谭松波酒店评论中文文本情感分析

deep-learning keras lstm nlp python rnn tensorflow

Last synced: 06 Nov 2024

https://github.com/alsora/ros2-tensorflow

ROS2 nodes for computer vision tasks in Tensorflow

computer-vision image-classification image-detection ros2 ros2-tensorflow tensorflow

Last synced: 04 Aug 2024

https://github.com/salu133445/arranger

Official Implementation of "Towards Automatic Instrumentation by Learning to Separate Parts in Symbolic Multitrack Music" (ISMIR 2021)

machine-learning music music-information-retrieval tensorflow

Last synced: 29 Oct 2024

https://github.com/ritazh/k8s-ml

🎱 A demonstration of existing machine learning toolkits on Kubernetes

argo azure-container-instances azure-kubernetes-service inceptionv3 kubeflow kubernetes machine-learning tensorflow

Last synced: 28 Oct 2024

https://github.com/szaza/tensorflow-java-examples-spring

Tensorflow Java tutorial with Spring and Gradle. This is a simple example application, which uses Yolo with TF Java API and Spring Framework.

java spring tensorflow tutorial

Last synced: 07 Nov 2024

https://github.com/vkuznet/tfaas

TensorFlow as a Service, a general purpose framework to serve TF models.

deeplearning go inference machine-learning prediction python tensorflow tensorflow-models tf-model tfaas-server

Last synced: 12 Nov 2024

https://github.com/jay-johnson/owasp-jenkins

Want to test your applications using the latest OWASP security toolchains and the NIST National Vulnerability Database using Jenkins, Ansible and docker? :whale: :shield: :lock:

ansible c-sharp dependency-checker django docker jenkins national-vulnerability-database node nvd owasp python react ruby-on-rails security security-automation security-testing security-vulnerability tensorflow vue zap

Last synced: 12 Oct 2024

https://github.com/sayakpaul/mlp-mixer-cifar10

Implements MLP-Mixer (https://arxiv.org/abs/2105.01601) with the CIFAR-10 dataset.

keras mlp non-conv non-self-attention tensorflow vision

Last synced: 22 Oct 2024

https://github.com/mtrazzi/two-step-task

Implementation of the two-step-task as described in "Prefrontal cortex as a meta-reinforcement learning system" and "Learning to Reinforcement Learn".

arxiv deepmind meta-reinforcement-learning notebook-jupyter paper-implementations reinforcement-learning tensorflow

Last synced: 14 Oct 2024

https://github.com/isarandi/metro-pose3d

Metric-Scale Truncation-Robust Heatmaps for 3D Human Pose Estimation

3d-human-pose computer-vision deep-learning human-pose-estimation python tensorflow

Last synced: 16 Nov 2024

https://github.com/zzw922cn/tensorflow-input-pipeline

TensorFlow Input Pipeline Examples based on multi-thread and FIFOQueue

fifo-queue input-pipeline large-dataset mini-batch multi-threading small-dataset tensorflow tfrecords

Last synced: 11 Nov 2024

https://github.com/alireza-akhavan/tf2-tutorial

Tensorflow 2 Tutorials (use tensorflow and keras in a better way!)

callbacks datapipeline deep-learning keras tensorflow tensorflow-examples tensorflow-tutorials tf2

Last synced: 12 Nov 2024

https://github.com/mpatacchiola/y-ae

Official Tensorflow implementation of the paper "Y-Autoencoders: disentangling latent representations via sequential-encoding", Pattern Recognition Letters (2020)

autoencoders disentangled-representations generative-model mnist paper tensorflow y-autoencoder

Last synced: 14 Nov 2024

https://github.com/alseambusher/paideia

Know more about your surroundings using Deep Learning

android deep-learning tensorflow wolfram-alpha

Last synced: 07 Nov 2024

https://github.com/karolzak/conv3d-video-action-recognition

My experimentation around action recognition in videos. Contains Keras implementation for C3D network based on original paper "Learning Spatiotemporal Features with 3D Convolutional Networks", Tran et al. and it includes video processing pipelines coded using mPyPl package. Model is being benchmarked on popular UCF101 dataset and achieves results similar to those reported by authors

action-recognition c3d conv3d deep-learning keras keras-implementations machine-learning pipe sports-1m tensorflow ucf101 video-classification video-processing video-recognition

Last synced: 15 Nov 2024

https://github.com/googlecreativelab/finger-user-interface

Control connected devices with the wave of a finger.

arduino microcontroller tensorflow

Last synced: 16 Nov 2024

https://github.com/doubangotelecom/ultimatemicr-sdk

Bank check information extraction/OCR from Magnetic Ink Character Recognition [MICR] (E-13B & CMC-7) using deep learning

ai banking check cmc-7 deep-learning e-13b fintech micr ocr ocr-recognition tensorflow

Last synced: 29 Oct 2024

https://github.com/hwalsuklee/tensorflow-mnist-mlp-batch_normalization-weight_initializers

MNIST classification using Multi-Layer Perceptron (MLP) with 2 hidden layers. Some weight-initializers and batch-normalization are implemented.

batch-normalization he he-initializer mnist mnist-classification tensorflow weight-initializers xavier xavier-initializer

Last synced: 14 Oct 2024

https://github.com/t-kalinowski/deep-learning-with-r-2nd-edition-code

Code from the book "Deep Learning with R, 2nd Edition"

deep-learning keras rstats tensorflow

Last synced: 28 Oct 2024

https://github.com/yashkant/Padam-Tensorflow

Reproducing the paper "PADAM: Closing The Generalization Gap of Adaptive Gradient Methods In Training Deep Neural Networks" for the ICLR 2019 Reproducibility Challenge

adam-optimizer amsgrad keras optimization padam sgd-momentum tensorflow tensorflow-eager wide-residual-networks

Last synced: 05 Aug 2024

https://github.com/SiliconLabs/mltk

A Python package with command-line utilities and scripts to aid the development of machine learning models for Silicon Lab's embedded platforms

aiot cpp embedded embedded-c embedded-systems internet-of-things iot keras keras-tensorflow machine-learning machinelearning python python3 tensorflow tensorflow-lite tensorflow-lite-micro tensorflow2

Last synced: 27 Oct 2024

https://github.com/thecodrr/vspeech

📢 Complete V bindings for Mozilla's DeepSpeech TensorFlow based Speech-to-Text library. 📜

deepspeech machine-learning mozilla speech-to-text tensorflow v

Last synced: 11 Nov 2024

https://github.com/sayakpaul/knowledge-distillation-in-keras

Demonstrates knowledge distillation for image-based models in Keras.

computer-vision keras knowledge-distillation model-optimization tensorflow

Last synced: 22 Oct 2024

https://github.com/guybedo/minos

Deep learning, architecture and hyper parameters search with genetic algorithms

deep-learning genetic-algorithm hyperparameters keras-models python tensorflow

Last synced: 11 Nov 2024