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Keras

Keras is an open source, cross platform, and user friendly neural network library written in Python. It is capable of running on top of TensorFlow, Microsoft Cognitive Toolkit, R, Theano, and PlaidML.

https://github.com/mbarbetti/calotron

:package: Transformer-based models to flash-simulate the LHCb ECAL detector

calorimeter deep-learning flash-simulation keras lhcb-experiment lhcb-lamarr machine-learning tensorflow transformer ultrafast-simulation

Last synced: 20 Oct 2024

https://github.com/asaficontact/stack_classifier_project

We classified Stack Overflow Python questions from 2008-2016 with Natural Language Processing and Deep Learning. Using Regular Expressions, we removed HTML tags and punctuation. We also utilized spaCy to tokenize, lemmatize and remove stop words. Using Keras, we built a 4 layered artificial neural network with a 20% dropout rate using relu and softmax activation functions. We also utilized the adam optimizer and categorical cross-entropy loss function which classified 11 tags 88% successfully.

cross-entropy-loss deep-learning deep-neural-networks keras lemmatization neural-networks object-oriented-programming pandas python3 regular-expressions relu sklearn spacy spacy-nlp stackoverflow tfidf tokenization

Last synced: 22 Dec 2024

https://github.com/mgitrov/cnn-on-cifar-10

A computer vision project aiming to classify random images uploaded by the user.

artificial-neural-networks computer-vision convolutional-neural-networks deep-learning keras matplotlib numpy pil regularization tkinter

Last synced: 02 Feb 2025

https://github.com/mgitrov/kulo-chatbot

A retrieval based chatbot aiming to simulate human-like conversation with the user via text messages on chat.

artificial-neural-networks bag-of-words deep-learning json keras lemmatization natural-language-processing nltk numpy tkinter tokenization

Last synced: 02 Feb 2025

https://github.com/mgitrov/coce

A deep learning-based project aiming to classify images out of 10 classes.

computer-vision convolutional-neural-networks deep-learning docker fastapi keras matplotlib numpy pillow regularization

Last synced: 02 Feb 2025

https://github.com/dwija12903/ai-lab

A collection of practical implementations from my AI Labs course

keras numpy sckit-learn tensorflow

Last synced: 19 Dec 2024

https://github.com/jorgechato/sauce

Super smart, super custom autocomplete code. AI to build code with you. You can implement it in a plugin for example:

keras public python tensorflow

Last synced: 28 Dec 2024

https://github.com/jorgechato/cool-fst

Keras implementation for fast-style-transform CNN

keras python tensorflow

Last synced: 28 Dec 2024

https://github.com/edibleshelfxii/mnist_handwritten_number_identifier

Simple Tensorflow implementation of MNIST handwritten number identification model and real time implementation with raspberry pi camera

keras machine-learning mnist mnist-classification raspberry-pi raspberry-pi-camera tensorflow

Last synced: 13 Jan 2025

https://github.com/jayanthpotluri5513/chatviewapp

The ChatView App is an interactive tool for analyzing WhatsApp chat data. Utilizing TensorFlow, Keras, and Streamlit, it allows users to import .txt files, perform sentiment analysis, and visualize chat patterns and keyword trends, enhancing understanding of conversations.

deep-learning keras machine-learning nlp scikit-learn tensorflow

Last synced: 20 Dec 2024

https://github.com/thefloatingstring/iclr_challenge

Reproducing research from ICLR 2018 by analyzing the evolution of a convolutional neural network in polynomial time.

cnn iclr-challenge iclr2018 keras mnist mnist-classification neural-networks polynomial-time python

Last synced: 13 Jan 2025

https://github.com/thefloatingstring/ringtone-generator

Using Keras LSTMs to generate ringtones in MIDI format. (2021 McGill AI Society Hackathon)

audio-synthesis keras lstm midi python

Last synced: 13 Jan 2025

https://github.com/tikam02/ml_practices

Machine Learning Side Projects and Guides

deep-learning keras machine-learning matplotlib neural-network tensorflow

Last synced: 20 Dec 2024

https://github.com/abdulrahmanaymann/automated-facial-expression-recognition-using-artificial-neural-networks

Automated Facial Expression Recognition using Artificial Neural Networks is a machine learning project that uses convolutional neural networks (CNNs) to classify facial expressions in images into various categories such as anger, fear, surprise, sadness, happiness, and neutral.

artificial-neural-networks convolutional-neural-networks deep-learning facial-expression-recognition image-classification keras machine-learning python tensorflow

Last synced: 26 Jan 2025

https://github.com/tralahm/datascience

Getting started with Data science Numerical Analysis and Scientific Computing

hmmlearn ipynb jupyterlab keras numpy pandas python3 scipy tensorflow

Last synced: 13 Jan 2025

https://github.com/hackintoshrao/ml-dl-ai-projects

Machine Learning, Deep Learning and AI projects used for my trainings

artificial-intelligence deep-learning keras machine-learning tensorflow

Last synced: 12 Jan 2025

https://github.com/cyprianfusi/predicting-listing-gains-in-the-indian-ipo-market-using-tensorflow

A test accuracy of 75% with just 319 observations is encouraging but not good enough. With more observations and further tweaking, a much higher accuracy could be achieved. Listing gains are the percentage increase in the share price of a company from its IPO issue price on the day of listing

binary-classification deep-learning keras neural-networks python3 regularization tensorflow

Last synced: 26 Jan 2025

https://github.com/shixi99/spam-classification-rest-api

Spam Classification Rest API using Keras, FastAPI & NoSQL

cassandra fastapi keras nosql python tensorflow

Last synced: 05 Jan 2025

https://github.com/fred353/keras-yolo4

About A Keras implementation of YOLOv4 (Tensorflow backend)

keras object-detection yolo4

Last synced: 02 Feb 2025

https://github.com/guettafa/fashionrecognition-nn

Classification model using the Fashion MNIST Dataset from Zalando with Keras and Tensorflow

keras keras-tensorflow python

Last synced: 02 Feb 2025

https://github.com/johacks/kerox

POC combining Keras and Spox

keras onnx spox

Last synced: 02 Feb 2025

https://github.com/ali-mhrez/stance-detection-dl-models

This repository explores stance detection using deep learning techniques. It investigates the effectiveness of various models, including MLP, CNN, BiLSTM, and their combinations, on the AraStance dataset (Alhindi et al., 2021). The code and results of the experiments are provided, offering insights into the strengths and weaknesses of each model.

arabic-language bilstm cnn keras mlp stance-detection

Last synced: 02 Feb 2025

https://github.com/mawadamhd/deep-learning-with-keras-and-tensorflow-course

This repository contains materials for Deep Learning with Keras and TensorFlow course. This includes Jupyter notebooks, datasets, assignments, and solutions .

deep-learning deep-neural-networks keras keras-tensorflow tensorflow

Last synced: 02 Feb 2025

https://github.com/nimad70/diabetic-retinopathy-detection

Diabetic Retinopathy Detection using Inception-V3 | project for the Vision & Cognitive System course (ComputerScience @ UniPd) | w/ Shab Pompeiano

cnn-classification computer-vision deep-learning diabetic-retinopathy-detection image-processing keras matplotlib python3 tenserflow

Last synced: 02 Feb 2025

https://github.com/hayatiyrtgl/nlp-keras

I used Python as programming language.

keras nlp nlp-machine-learning

Last synced: 22 Dec 2024

https://github.com/arpanpramanik2003/smart-waste-classification

This project utilizes MobileNet and the TrashNet dataset to classify waste into different categories and provide recycling suggestions. Built with TensorFlow and Streamlit, it allows users to upload an image of trash and get instant classification results along with eco-friendly disposal recommendations.

cnn-classification deep-learning image-classification image-processing imshow keras mobilenetv2 smart-waste streamlit-webapp tensorflow2 transfer-learning trashnet

Last synced: 02 Feb 2025

https://github.com/gyselle-marques/deeplearningexample

Implementação de uma rede de Deep Learning utilizando Keras.

deep-learning keras machine-learning matplotlib python

Last synced: 26 Jan 2025

https://github.com/rmodi6/sentence-representations

Implementing and Evaluating sentence representations of DAN and GRU using tensorflow

dan gru keras natural-language-processing sentence-representations tensorflow2

Last synced: 11 Jan 2025

https://github.com/freakwill/ezgcn

πŸ•ΈοΈeasy graph convolution net (GCN) based on keras. So easy!

gcn keras

Last synced: 26 Jan 2025

https://github.com/mituskillologies/pgdai-cdac-cv-jul23

This repository contains the programs of Computer Vision subject of PG Diploma in Artificial Intelligence as CDAC.

alexnet cdac computer-vision deep-learning image-classification image-processing image-recognition keras object-detection pgdai python resnet-50 transfer-learning vgg16 yolov3

Last synced: 13 Jan 2025

https://github.com/usmanrasheed1/number-recognition-cnn

A CNN that tries to accurately predict the correct values of any digit between 0-9 using Tensorflow, keras and flask.

ai cnn flask jupyter keras python tensorflow

Last synced: 11 Oct 2024

https://github.com/theroyakash/convolutional_neural_network

Improving Image prediction with convolutional neural network and MaxPooling with tensorflow

convolutional-neural-networks keras neural-network tensorflow

Last synced: 28 Dec 2024

https://github.com/mariianikitash/amazondataanalysis

Custom feedforward neural network for Amazon books review data set.

keras nltk python3 sklearn

Last synced: 10 Oct 2024

https://github.com/mustafaozvardar/image-classification-webapp

This project features an AI model for diagnosing pneumonia from chest X-ray images. Users can upload a chest X-ray image through the app, and the model will classify it.

artificial-intelligence computer-vision keras numpy python streamlit streamlit-webapp tensorflow

Last synced: 10 Oct 2024

https://github.com/sirius-mhlee/text-generation-using-keras-char-rnnlm

Keras implementation of Character-Level Recurrent Neural Network Language Model

keras language-model paper-implementation python rnn text-generation

Last synced: 02 Feb 2025

https://github.com/sirius-mhlee/text-generation-using-keras-word-rnnlm

Keras implementation of Word-Level Recurrent Neural Network Language Model

keras language-model paper-implementation python rnn text-generation

Last synced: 02 Feb 2025

https://github.com/sirius-mhlee/tensorflow-keras-boilerplate

Tensorflow Keras Boilerplate using Tensorflow GPU

boilerplate deep-learning gpu keras tensorflow

Last synced: 02 Feb 2025

https://github.com/sirius-mhlee/word-embedding-using-keras-cbow-word2vec

Keras implementation of Continuous Bag-of-Words Word2Vec

cbow keras paper-implementation python word-embedding word2vec

Last synced: 02 Feb 2025

https://github.com/grascya/forecasting-electricity-by-hour-rnn-vs-lstm

Explore the Production and Consumption of Electricity produced by different types of energy sources and build an RNN and LSTM to forecast them

deep-neural-networks electricity keras lstm-neural-networks rnn-model tensorflow2

Last synced: 10 Oct 2024

https://github.com/itscodeninja/price-prediction

Implemented a predictive model for market prices leveraging deep learning techniques. Utilized recurrent neural networks to forecast trends and improve accuracy.

deep-learning keras machine-learning matplotlib pandas python

Last synced: 10 Oct 2024

https://github.com/shrunsprint89/yfinstockscreeners

Python/Jupyter notebooks that attempt to read stock market data from Yahoo Finance and predict future values based on ML Models

jupyter keras python stock tensorflow

Last synced: 10 Oct 2024

https://github.com/ledsouza/keras-flores

Este projeto demonstra a construção de um modelo de Machine Learning utilizando a biblioteca Keras para classificar as espécies de flores Iris (Setosa, Versicolor e Virginica) com base em suas características.

deep-learning keras keras-tensorflow machine-learning multilayer-perceptron-network neural-network tensorflow

Last synced: 10 Oct 2024

https://github.com/supreme-gg-gg/block-ml

Rapid and easy prototyping, design, and deployment of ML models with graphical blocks.

artificial-intelligence block-coding blockly keras machine-learning neural-network node-js tensorflow

Last synced: 10 Oct 2024

https://github.com/smontazeriuh/infant-data-science-challenge

The classifier and a test Python script for the winning model in the data science challenge held by AI4NICU in conjunction with the Infant Center: β€œClassification of Abnormal EEG Background Activity in Newborn Infants,” which ran from June 1st to August 30th, 2022.

cnn keras python

Last synced: 10 Oct 2024

https://github.com/zainathar/fruitscnn

Fruits and Vegetable Classfication using CNN

ai cnn deep-learning keras machine-learning tensorflow

Last synced: 21 Dec 2024

https://github.com/alisatodorova/book-recommender

Comparison of Hybrid Book Recommender Systems: Matrix Factorization with Neural Networks vs. Neural Collaborative Filtering with Attention

book-recommendation-system collaborative-filtering keras machine-learning matrix-factorization neural-network recommender-system tensorflow

Last synced: 10 Oct 2024

https://github.com/ankitpundir7/group-face-emotion-recognition

This project can identify and categorize human emotions in both static and dynamic context. Duration : Jun 2023 - Jul 2023

convolutional-neural-networks deep-learning keras machine-learning-algorithms numpy opencv python tensorflow

Last synced: 10 Oct 2024

https://github.com/jayakrishnagaddam/keras-deep-learning

This is to learn Basic introduction to Keras and TensorFlow libraries

keras python tensorflow

Last synced: 10 Oct 2024

https://github.com/psgebeline/continuum_neural_network

An artificial neural network used for distinguishing between signal and continuum B events in Belle II monte carlo based on event topology. Competition submission for Belle II CNN competition, placed 5th with 95% efficiency.

callbacks convolutional-neural-networks feature-selection keras python relu-activation tensorflow

Last synced: 20 Jan 2025

https://github.com/alpertunga-bile/aaml

Trying to solve the anti-aliasing problem with machine learning

antialiasing deeplearning keras machine-learning pandas python

Last synced: 28 Dec 2024

https://github.com/arnoldchrisoduor1/potato_disease

Trained a CNN to detect the presence and the current stage of Blight disease in potatoes, WebApp in FastAPI and React

fastapi keras numpy react serving-tensors tensorflow

Last synced: 26 Jan 2025

https://github.com/p-baleine/qanet-tensorflow

An implementation of QANet with Tensorflow and Keras.

keras nlp squad tensorflow

Last synced: 02 Feb 2025

https://github.com/prgrmcode/ai-image-classification-good-bad

This is a project to classify images from QA dataset from the AI4IM project.

cnn-classification deep-learning keras python3 tensorflow

Last synced: 27 Dec 2024

https://github.com/fahimf/sd-fai

FastAI Deep Learning for Coders course Stable Diffusion implementation

keras pytorch stable-diffusion tensorflow2

Last synced: 17 Dec 2024

https://github.com/grantgasser/task2

Multiclass classification

keras multiclass-classification neural-network

Last synced: 16 Dec 2024

https://github.com/isa1asn/mnist-neural-net

Applying neural networks on the MNIST dataset (from scratch & using tf)

from-scratch keras mnist-classification neural-networks numpy pandas relu-activation softmax tensorflow

Last synced: 20 Jan 2025

https://github.com/carloocchiena/rnn_text_generation

RNN for text generation from models with Keras and Tensorflow

keras python rnn rnn-tensorflow tensorflow

Last synced: 26 Jan 2025

https://github.com/samuelcaldas/ppocartpole.net

An implementation of the Proximal Policy Optimization (PPO) algorithm. This implementation is based on the example available on the official Keras website. The goal of this project is to provide a .NET-based solution for running PPO algorithms.

csharp dotnet keras keras-tensorflow machine-learning ppo proximal-policy-optimization

Last synced: 13 Jan 2025

https://github.com/chouffe/udacity-nanodegree-deeplearning-foundation-dog-p2

Udacity Deep Learning Nanodegree - Dog Breed Classification Project

deep-learning keras tensorflow

Last synced: 20 Jan 2025

https://github.com/chouffe/keras-tutorials

Keras tutorials

deeplearning keras

Last synced: 20 Jan 2025