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45 search results found

Introneuralnetworks ⭐ 691

Introducing neural networks to predict stock prices

Predictive Maintenance Using Lstm ⭐ 507

Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.

Deepcut ⭐ 319

A Thai word tokenization library using Deep Neural Network

Distributed Keras Engine, Make Keras faster with only one line of code.

Inferpy ⭐ 141

InferPy: Deep Probabilistic Modeling with Tensorflow Made Easy

Har Keras Cnn ⭐ 137

Jupyter Notebook for Human Activity Recognition (HAR) with 1D Convolutional Neural Network in Python and Keras

Relataly Public Python Tutorials ⭐ 109

Beginner-friendly collection of Python notebooks for various use cases of machine learning, deep learning, and analytics. For each notebook there is a separate tutorial on the relataly.com blog.

Colab Tf Utils ⭐ 84

Automatically backup keras/tensorflow models from Google's Colab service to your GoogleDrive based on a keras callback!

Automated Essay Scoring ⭐ 84

Automatically Score essays using Deep Learning

Neural Disaggregator ⭐ 82

Code for NILM experiments using Neural Networks. Uses Keras/Tensorflow and the NILMTK.

Keras Attention Augmented Convs ⭐ 77

Keras implementation of Attention Augmented Convolutional Neural Networks

Keras Complex ⭐ 76

Keras-Tensorflow implementation of complex-valued convolutional neural networks

Neuralnetworks ⭐ 63

Implementation of a Neural Network that can detect whether a video is in-game or not

Bidaf Keras ⭐ 60

Bidirectional Attention Flow for Machine Comprehension implemented in Keras 2

Unsuprevised_seg_via_cnn ⭐ 55

An unsupervised (or self-supervised) loss function for binary image segmentation.

Poreflow Net ⭐ 50

3D CNN to predict single-phase flow velocity fields

Network Assembler ⭐ 48

Network Assembler is a simple way to create neural networks in Keras

Sound Mnist ⭐ 42

A Convolutional Neural Network to identify spoken digits.

GPU tensor framework with support for running ONNX models

Uncertainty Wizard ⭐ 39

Uncertainty-Wizard is a plugin on top of tensorflow.keras, allowing to easily and efficiently create uncertainty-aware deep neural networks. Also useful if you want to train multiple small models in parallel.

Recurrent Neural Network For Bitcoin Price Prediction ⭐ 36

Recurrent Neural Network (LSTM) by using TensorFlow and Keras in Python for BitCoin price prediction

Training Keras Models by the Genetic Algorithm using PyGAD

Wastedata Mask_rcnn Multiple Classes ⭐ 35

predicting more than 2 classes from publicly available image data, for annotation we are using VGG annotator latest version

Crypto Predict ⭐ 29

A dockerized prediction API for crypto.

Konverter ⭐ 28

A tool to convert simple Keras models to pure Python 🐍+ NumPy

Cerebros Core Algorithm Alpha ⭐ 26

The Cerebros package is an ultra-precise Neural Architecture Search (NAS) / AutoML that is intended to much more closely mimic biological neurons than conventional neural network architecture strategies.

Brain Tumor Detection ⭐ 25

Implementation of medical image segmentation and deep learning framework with CNN and U-net

Machine Learning Nd Portfolio ⭐ 25

Machine Learning Engineer Nanodegree portfolio, which includes projects and their notebooks/reports.

Tensorflow_basics ⭐ 23

Basic TensorFlow mechanics, operations, class definitions, and neural networks building. Examples from deeplearning.ai Tensorflow course using Google Colab platform.

Tensorflow From Basics To Mastery Coursera Specialization ⭐ 22

This repo contains my solution to the "TensorFlow From Basics to Mastery" specialization on Coursera made by Andrew Ng. and Laurence Moroney

Machine Learning Of Dynamical Systems Using Recurrent Neural Networks ⭐ 22

This project deals with learning to reproduce the input-output behavior of state-space models using recurrent neural networks and the Keras machine learning toolbox.

Image Caption Generator ⭐ 22

A simple implementation of neural image caption generator

Seld Tcn ⭐ 22

SELD-TCN: Sound Event Detection & Localization via Temporal Convolutional Network | Python w/ Tensorflow

Kervolution ⭐ 19

Kervolution implementation using TF2.0

Orthoseg ⭐ 18

OrthoSeg makes it easy to train neural networks to segment orthophotos.

Oct Retinal Layer Segmenter ⭐ 18

Learning Tensorflow ⭐ 18

Simple Tensorflow tutorials for learning by example

Self Driving Cars ⭐ 16

Simulating a Self-Driving Car with basics of Deep Learning and Computer Vision

Deep Learning using Rectified Linear Units (ReLU)

Tariq Ml Models ⭐ 14

This repository contains all my implemented Machine Learning and Deep Learning projects. All my learning from different books and the internet is reflected here. The models are trained on a variety of problems including NLP, CV and other domains. The main focus of this repository is to showcase my learning journey and the projects I have worked on.

Using ML to create a ForEx trader to invest my personal finances to get rid of student debt

Image_colorization_gan_tf2.0 ⭐ 14

A TensorFlow2.0 implementation of https://arxiv.org/abs/1803.05400

Extra_keras_datasets ⭐ 13

📃🎉 Additional datasets for tensorflow.keras

Glom Tensorflow ⭐ 12

An attempt at the implementation of GLOM, Geoffrey Hinton's paper for emergent part-whole hierarchies from data

Keras Sde Net ⭐ 12

Keras implementation of SDE-Net (ICML 2020).

Twitter Sentiment Analysis Nlp Hackathon ⭐ 12

Problem Statement: Given the tweets from customers about various tech firms who manufacture and sell mobiles, computers, laptops, etc, the task is to identify if the tweets have a negative sentiment towards such companies or products.

Neuralfit ⭐ 12

🦖 A fast & simple neuro-evolution library for Python

Reddittextclassification ⭐ 12

Reddit Gender Text-Classification.

Minimalgpt ⭐ 11

MinimalGPT is a concise, adaptable, and streamlined code framework that encompasses the essential components necessary for the construction, training, inference, and fine-tuning of the GPT model. This framework is implemented exclusively using Keras and TensorFlow, ensuring compatibility and coherence within the broader deep learning ecosystem.

Follow Me ⭐ 11

Deep learning architecture to help a drone target and follow people

Audio Pretrained Model ⭐ 11

A collection of Audio and Speech pre-trained models.

Autoencoders And Decoders Using Keras And Tensorflow ⭐ 10

This repo contains auto encoders and decoders using keras and tensor flow. It shows the exact encoding and decoding with the code part.

Sustain Pedal Detection ⭐ 10

Piano Sustain-Pedal Detection Using Convolutional Neural Networks and Transfer Learning

Hal_tutorial ⭐ 10

Materials for the tutorial I gave to new HAL system users on "Introduction to Deep Learning" at the National Center for Supercomputing Applications

Find the origin of words in every language using a Deep Neural Network trained to create an etymological map.

Fetal Mri Segmentation ⭐ 9

Total Body and Brain 3D Segmentation in Fetal MRI scans

Respiratory Diseases Recognition Through Respiratory Sound With The Help Of Deep Neural Network ⭐ 8

Prediction of respiratory diseases such as COPD(Chronic obstructive pulmonary disease), URTI(upper respiratory tract infection), Bronchiectasis, Pneumonia, Bronchiolitis with the help of deep neural networks or deep learning. We have constructed a deep neural network model that takes in respiratory sound as input and classifies the condition of its respiratory system. It not only classifies among the above-mentioned disease but also classifies if a person’s respiratory system is healthy or not w

Self Driving Car Simulator ⭐ 7

A self driving car created using Python, Keras/Tensorflow, Udacity simulator engine.

Speaker Identification ⭐ 7

Speaker Identification using Neural Net.

Quantum_relu ⭐ 7

QReLU and m-QReLU: Two novel quantum activation functions for Deep Learning in TensorFlow and Keras

Deep_visualization_neural_networks_web_app ⭐ 6

Easy way to visualize convolutional neural networks, through two visualizations : Reason & MaxOut. Final version : web app.

Neural Network for Named-Entity recognition for running in browser without back end

Deep Learning With Tf.keras With Mnist ⭐ 6

A deep neural network with tensorflow and keras using mnist dataset

You Look Like ⭐ 6

According to your photo 📷, the DL model will tell you who you look like from celebrities

Chat_screenshot_classifier ⭐ 6

This convolutional neural network can say if an input image is a chat screen-shot or a normal image

A collection of datasets and neural networks for microorganism image classification

Neural Network Translator ⭐ 6

This repository contains a neural network translator which can translate neural network models to native code.

Phishing Websites Detection ⭐ 5

Experiments to detect phishing websites using neural networks

Rest Api Neural Net ⭐ 5

REST-API based CNN deployed on heroku

Dog vs Cat : Flask app Using convolutional neural networks to recognize dogs and cats

Individualproject ⭐ 5

Project Title: Using Machine Learning to Understand the Topology of Knots. This repository contains my Project Log and Code.

Ad Detection From 3d Brain Mri Data Using Deep Deterministic Convolutional Neural Networks ⭐ 5

This repository is related to the thesis paper titled as "ALzheimer's Disease & Dementia Detection From 3D Brain MRI Data Using Deep Convolutional Neural Networks." This thesis paper was accepted and published by IEEE's 3rd INTERNATIONAL CONFERENCE FOR CONVERGENCE IN TECHNOLOGY ( I2CT), PUNE, INDIA - 6-8 APRIL, 2018.

Keras implementation of the latest Reinforcement Learning algorithms, ready to use in Google Colab.

Hand Written Digit Recognition ⭐ 5

This is a repository with various classifier written in jupyter notebook that works on hand written digits images.

Wise Advice ⭐ 5

📝 Determining the tonality of the text using LSTM

Attentiondeeplabv3p ⭐ 5

Attention Deeplabv3+: Multi-level Context Attention Mechanism for Skin Lesion Segmentation

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