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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/vartikaraj2512/dsml-internship-devtown-notebooks-

๐ŸŒŸ Data Science & Machine Learning Internship Projects ๐Ÿ“Š Explore a curated collection of DS & ML notebooks covering topics like regression models, clustering, NLP, and deep learning. Dive into real-world projects such as price prediction, sentiment analysis, and customer segmentation. This repository reflects modern data-driven industry solutions

data-science filehandling googlecolab json kaggle keras machine-learning matplotlib numpy pandas python scikit-learn seaborn sql tensorflow

Last synced: 31 Oct 2024

https://github.com/craftworksgmbh/mldocs

Documentation for the Machine Learning Process

documentation keras machine-learning sklearn

Last synced: 27 Sep 2024

https://github.com/nikhil25803/foodvision

FoodVision is a Python project focused on multiclass image classification, employing Convolutional Neural Networks (CNN).

cnn deeplearning keras multiclass-classification python python3 tensorflow tkinter

Last synced: 30 Oct 2024

https://github.com/luca-parisi/m_arcsinh

m-arcsinh: A Reliable and Efficient Function for Supervised Machine Learning (scikit-learn, TensorFlow, and Keras) and Feature Extraction (scikit-learn)

activation activation-function activation-functions activations arcsinh classification dimensionality-reduction feature-extraction keras keras-tensorflow machine-learning machinelearning mlp mlp-classifier neural-network python scikit-learn svm svm-classifier tensorflow

Last synced: 30 Oct 2024

https://github.com/mohammedyunus009/dnn_acoustic_rec

A acoustic sound or environmental sound recogniser, uses deep neural networks to train on models

deep-learning deep-neural-networks extract-features keras sound sound-processing sound-synthesis soundcloud-api tensorflow

Last synced: 02 Nov 2024

https://github.com/timofurrer/hslu-pren-digit-cnn

Convolutional Neural Network to recognize digits used in the PREN class @ HSLU

cnn digit-recognition hslu keras machine-learning pren tensorflow

Last synced: 30 Oct 2024

https://github.com/riccardobiondi/catopuma

Customizable Advanced Tensorflow(Torch) Objects to Preprocess, Upload, Model and Augment

deep-learning image-processing keras tensorflow

Last synced: 10 Oct 2024

https://github.com/abhilash1910/datahour_diffusion

Presentation of the session on Diffusion Principles on behalf of Analytics Vidhya datahour. Youtube: https://www.youtube.com/watch?v=DIdbsfzK7IUtube:

autoencoders clip diffusion keras tensorflow

Last synced: 13 Oct 2024

https://github.com/offchan42/honnet

๐Ÿค– Deep learning predicts who would win in a HoN match given heroes of both team

convolutional-neural-networks deep-learning game heroes-of-newerth hon keras neural-networks

Last synced: 29 Oct 2024

https://github.com/tobybreckon/python-cnn-tools-test

a set of simple tools to check if we have TensorFlow, Keras and PyTorch setup correctly to use GPU

gpu keras opencv pytorch tensorflow

Last synced: 27 Oct 2024

https://github.com/ayulockin/deepgenerativemodeling

Towards Generative Modeling from (variational) Autoencoder to DCGAN

autoencoder autoencoder-architecture keras keras-tensorflow vae vae-gan vae-implementation

Last synced: 28 Oct 2024

https://github.com/sayakpaul/keras-examples-randaugment

Full experimentation notebook for my Keras Example on using RandAugment.

computer-vision imgaug keras randaugment robustness tensorflow

Last synced: 28 Oct 2024

https://github.com/soumik12345/gpt

A minimal implementation of Generative Pre-Training or GPT

deep-learning gpt-2 keras nlp openai tensorflow

Last synced: 24 Oct 2024

https://github.com/rcmalli/polimi-dl-project

Polimi Deep Learning PHD Course 2018 Project

deeplearning depth-estimation keras tensorflow

Last synced: 23 Oct 2024

https://github.com/anastassia-b/machine-learning

๐Ÿ’กCompilation of notes + implementations of neural networks using Keras and TensorFlow

deep-learning keras machine-learning tensorflow

Last synced: 20 Oct 2024

https://github.com/bettercallshao/gangengo

Generate fake snapshots of a GO game using GAN.

colab dcgan gan go go-game jupyter-notebook keras pipenv python

Last synced: 15 Oct 2024

https://github.com/codestation-org/mlak

Machine Learning Army Knife

keras machine-learning

Last synced: 20 Oct 2024

https://github.com/rithwikksvr/positive-negative-review-classifier

We always give ratings and reviews to many products that we buy online. So these online companies have to check constantly about the review of their products. Currently they use Machine Learning to assess the Rating of a Product and can get can a sense by applying classifiers on these reviews. In the end these classifiers can classify if a review is a Positive or a Negative one.

deep-learning keras machine-learning ml nlp numpy python

Last synced: 11 Oct 2024

https://github.com/kgeorgiev42/Image-Colorization-of-Historical-Paintings

Recolorizing grayscaled historical paintings and photos with Deep Learning using an Autoencoder CNN.

deep-learning google-colab image-colorization keras python

Last synced: 03 Aug 2024

https://github.com/notedance/note_rl

Reinforcement learning library for Keras and PyTorch.

deep-reinforcement-learning keras pytorch reinforcement-learning rl tensorflow

Last synced: 10 Oct 2024

https://github.com/deepraj21/realtime-stock-predictor

This is a Streamlit app for predicting stock prices. It uses data from Yahoo Finance to show the stock's closing price, a chart of the closing price vs time, and a chart of the closing price vs time with the 100-day moving average and 200-day moving average. The user can input a valid stock ticker symbol and view the data for that stock.

deep-learning google-cloud keras lstm pandas-dataframe python scikit-build streamlit tensorflow

Last synced: 02 Nov 2024

https://github.com/marcnuth/keras-models

reusable & predefined models built via Keras, which could be easily integrated into your project.

artificial-intelligence artificial-neural-networks deep-learning keras keras-models models pretrained-models

Last synced: 06 Nov 2024

https://github.com/antoniocarta/threernn

ThreeRNN model for SemEval 2017 Task 3

keras ml nlp nlp-machine-learning python rnn

Last synced: 15 Oct 2024

https://github.com/sfp932705/pastafy

Pastafy yourself and even friends using neural network style transfer.

cnn keras keras-tensorflow neural-networks python style-transfer style-transfer-cnn

Last synced: 10 Oct 2024

https://github.com/gaborvecsei/swiss-army-tensorboard

A tool which helps you to release the true potential of Tensorboard

keras log logger python tensorboard tensorflow visualization

Last synced: 11 Oct 2024

https://github.com/jay-johnson/antinex-utils

Manage and use pre-trained deep neural networks with a common interface for build, compile, fit, evaluate, kfold, cross validate, and predict lifecycle phases using Keras and Tensorflow

ai-security anti-nex artificial-intelligence keras tensorflow

Last synced: 01 Nov 2024

https://github.com/ltfschoen/aind2-rnn

Term 2 Project 2 RNN and LSTM for time-series prediction and text generation

jupyter-notebook keras lstm-networks multi-class-classification recurrent-neural-networks

Last synced: 17 Oct 2024

https://github.com/ayberkyavuz/artificial_neural_network_automation

This repository is for automating artificial neural network model creation with tabular data using Keras framework.

automation deep-learning easy-to-use keras machine-learning neural-network python supervised-learning tabular-data

Last synced: 11 Oct 2024

https://github.com/caronl/mnist_app

Repository for this app :

digit-recognition keras shinyapps tensorflow

Last synced: 13 Aug 2024

https://github.com/mbarbetti/pidgan

:package: GAN-based models to flash-simulate the LHCb PID detectors

deep-learning flash-simulation gan keras lhcb-experiment lhcb-lamarr machine-learning pid tensorflow ultrafast-simulation

Last synced: 11 Oct 2024

https://github.com/kasim95/ocr_math_expressions

A Deep Learning pipeline to recognize mathematical expressions from images

keras mathematics optical-character-recognition python python3 tensorflow tensorflow-models

Last synced: 11 Oct 2024

https://github.com/abhilash1910/transformers-workshop

Transformers Workshop on behalf of ML India. Contains resource notebook for training/inferring large scale transformer models for different downstream task

bert distilbert electra gpt2 keras t5 tf2 torch transformers

Last synced: 13 Oct 2024

https://github.com/gemisis/mnist

A simple MNIST implementation, used to label handwritten digits from 0-9. The goal of this repository was to show how to create a machine learning model in TensorFlow with Keras and then deploy it across a variety of devices (in this case, through a website and on Android devices).

android android-app android-application convolutional-neural-networks html5 html5-canvas javascript keras keras-tensorflow kotlin kotlin-android machine-learning mnist mnist-classification mnist-handwriting-recognition tensorflow tensorflow-examples tensorflow-js tensorflow-serving tensorflowjs

Last synced: 13 Oct 2024

https://github.com/abhilash1910/nexgcn

Sigmoid Spectral GCN library for binary classification on Networkx Graphs using statistical (centrality,distributions)/external features

binary centrality classifiation gcn keras keras-neural-networks semi-supervised-learning spectral tensorflow2

Last synced: 13 Oct 2024

https://github.com/scalarstop/scalarstop

A Python framework for managing machine learning experiments.

keras machine-learning reproducibility reproducible-research tensorlfow

Last synced: 13 Oct 2024

https://github.com/vidit-kushwaha/tweet-sentimental-analysis

A deep learning project for sentiment analysis on tweets, classifying them into positive, negative, or neutral sentiments.

deep-learning keras machine-learning natural-language-processing python sentiment-analysis tensorflow text-classification

Last synced: 13 Oct 2024

https://github.com/andreihar/emotion-recognition

Facial emotions recognition CNN

cnn emotion-recognition keras machine-learning

Last synced: 11 Oct 2024

https://github.com/marcogdepinto/dogs-vs-cats

Deep learning to classify if a picture contains a Dog or a Cat using Python, OpenCV, Keras.

deep-learning deep-learning-tutorial deep-neural-networks image-classification keras numpy opencv python python3

Last synced: 11 Oct 2024

https://github.com/marcogdepinto/scenarioclassifier

Classifying different scenarios (city, desert, mountain, nature, sea, universe). Project built using Python: Keras (with Tensorflow backend), numpy, scikit-learn.

classification computer-vision data data-science keras pictures python python3 tensorflow

Last synced: 11 Oct 2024

https://github.com/soumyajit4419/emojify--v1.0

Generate Emoji from text messages.

deep-learning emoji-prediction keras nlp tensorflow

Last synced: 24 Oct 2024

https://github.com/phreakyphoenix/explainable-diabetic-retinopathy-detection

Detection of DR especially NPDR using ML, helping millions across the world. Repo created for Google AI ExploreML Mentorship

keras neuralnetworks tensorflow

Last synced: 11 Oct 2024

https://github.com/jrzaurin/workshop_milan18

Mild introduction to computer vision and NLP with Keras

computer-vision keras machine-learning nlp

Last synced: 15 Oct 2024

https://github.com/lee-w/keras-mnist-example

ไธ€ๅคฉๆžๆ‡‚ๆทฑๅบฆๅญธ็ฟ’ Keras demo

keras

Last synced: 14 Oct 2024

https://github.com/marcelwinterot/nano-keras

Deep learning library inspired by Keras

keras machine-learning machine-learning-library numpy python

Last synced: 10 Oct 2024

https://github.com/justindavies/cocoonaks

Demo for Edinburgh OSS Summit

aks azure demo keras kubernetes tensorflow virtual-kublet

Last synced: 21 Oct 2024

https://github.com/orestonce/keras2go

keras2go ๆ˜ฏไธ€ไธชๅฏไปฅๆŠŠkeras็ฝ‘็ปœๆจกๅž‹่ฝฌๆขๆˆ็บฏgo่ฏญ่จ€ๅฎž็Žฐๅ‰ๅ‘ไผ ๆ’ญ็š„ๅทฅๅ…ท

deeplearning golang keras pure-go

Last synced: 15 Oct 2024

https://github.com/lucko515/cnn-tensorflow-keras

Implementation of simple Convolutional Neural Network in TensorFlow and Keras. The dataset used is MNIST.

convolutional-neural-networks keras machine-learning mnist-classification tensorflow

Last synced: 15 Oct 2024

https://github.com/tychota/g

An engine that would love to become alpha-go but is far far away

deep-learning go keras mcts

Last synced: 06 Nov 2024

https://github.com/frgfm/sdcnd-p3-traffic-sign-classification

Traffic sign classification project of Udacity Self-Driving Car Engineer Nanodegree

deep-learning image-classification keras python self-driving-car tensorflow traffic-sign-classification

Last synced: 22 Oct 2024

https://github.com/zimmerrol/tf_keras_attention

Implementation and demonstration of how to apply 2D Gaussian Attention with Keras/TensorFlow

attention attention-mechanism deep-learning gaussian-attention keras neural-network tensorflow

Last synced: 29 Oct 2024

https://github.com/zeta36/fractalexplorationimitationlearning

Using the fragile framework as a memory explorer to train a neural network in Atari games

fragile keras machine-learning python

Last synced: 29 Oct 2024

https://github.com/vincentblot28/face-recognition

Face attribute recognition with the celeba dataset

cnn face keras recognition siamese-neural-network

Last synced: 28 Oct 2024

https://github.com/chekoduadarsh/custom-image-augmentation-keras

This is a plugin tool for your project to impliment your coustom image processing algorithms

image-augmentation image-processing imagedatagenerator keras starter-code

Last synced: 28 Oct 2024

https://github.com/joseabrantesjr/previsai

O PrevisAI รฉ uma aplicaรงรฃo que utiliza tecnica avanรงada de deep-learning para prever os preรงos de fechamento de aรงรตes, ETFs, Fundos Imobiliรกrios, Criptomoedas, etc.

acoes criptomoedas deep-learning etf fii keras mercado-financeiro numpy pandas previsao python scikit-learn tensorflow trade trading yfinance

Last synced: 31 Oct 2024

https://github.com/farfarfun/funkeras

ๅ‰ๆฒฟ็ฎ—ๆณ•๏ผŒkerasๅฎž็Žฐ็š„ๆฌ่ฟๅทฅ

attention bert decoder encoder keras transformer yolo

Last synced: 23 Oct 2024

https://github.com/sayakpaul/near-dup-parser

Holds code for near-duplicate image parser using optimized image classifiers.

bit bit-resnet keras lsh near-duplicate-detection random-projection tensorflow tensorrt vector-similarity vision

Last synced: 28 Oct 2024

https://github.com/sayakpaul/patients-conversation-detector

Contains my experiments for ZS's hiring hackathon (II).

data-science keras machine-learning nlp python scikit-learn text-classification

Last synced: 28 Oct 2024

https://github.com/sayannath/cutmix-augmentation-keras

Implementation of CutMix Augmentation with Keras.

augmentation cutmix cutmix-augmentation keras tensorflow2

Last synced: 24 Oct 2024

https://github.com/omaraflak/mnist-keras-android

Running Keras CNN model on Android.

android cnn keras mnist tensorflow tensorflow-lite

Last synced: 31 Oct 2024

https://github.com/adirthaborgohain/lstm-classifier-with-hyperparameter-tuning

A simple bidirectional LSTM Classifier to classify sentiments on a text. Hyperparameter tuning is done using Randomized CV Search to find best parameters for the deep learning model.

keras lstm-neural-networks parameter-tuning rnn sentiment-analysis

Last synced: 23 Oct 2024

https://github.com/sshh12/stealthml

Using image segmentation and in-painting to stealthify images.

image-segmentation inpainting keras mask-rcnn

Last synced: 05 Nov 2024

https://github.com/amir-abdi/deep-batch

Framework in python for training/validation of Caffe models

caffe deep-learning keras python

Last synced: 29 Oct 2024

https://github.com/narasimha1997/pnuemonia_classification_onnx

Pnuemonia classification at scale using ONNX runtime and an inference server with batching support.

deep-learning deployment keras onnx python python3 tensorflow

Last synced: 07 Nov 2024

https://github.com/joshua-dias-barreto/mnist-keras-tensorflow-anns

The objective of this project is to identify hand written digits using Artificial Neural Networks.

deep-learning keras machine-learning mnist neural-network tensorflow tensorflow-tutorials

Last synced: 03 Nov 2024

https://github.com/robertobochet/keras-talk

Jupyter notebook for the Keras talk, part of the Python Course 2021 by Politecnico Open unix Labs

course jupyter-notebook keras neural-network politecnico-di-milano politecnico-open-unix-labs python slides talk tensorflow tensorflow-tutorials tutorial tutorial-code

Last synced: 03 Nov 2024

https://github.com/bhattbhavesh91/tf-watcher-demo

Tutorial on TF-Watcher which is a real-time remote service to get the Keras callbacks to a website including the details of metrics.

keras tensorflow tensorflow-models

Last synced: 03 Nov 2024

https://github.com/vaibhav-kesarwani/text_emotion_classifier

A ๐—ง๐—ฒ๐˜…๐˜ ๐—˜๐—บ๐—ผ๐˜๐—ถ๐—ผ๐—ป ๐—–๐—น๐—ฎ๐˜€๐˜€๐—ถ๐—ณ๐—ถ๐—ฒ๐—ฟ is an AI model that analyzes text to detect and classify emotions like ๐—ต๐—ฎ๐—ฝ๐—ฝ๐—ถ๐—ป๐—ฒ๐˜€๐˜€ ๐Ÿ˜Š, ๐˜€๐—ฎ๐—ฑ๐—ป๐—ฒ๐˜€๐˜€ ๐Ÿ˜ข, ๐—ฎ๐—ป๐—ด๐—ฒ๐—ฟ ๐Ÿ˜ , and ๐˜€๐˜‚๐—ฟ๐—ฝ๐—ฟ๐—ถ๐˜€๐—ฒ ๐Ÿ˜ฒ. It's used in sentiment analysis, customer feedback, and social media monitoring to understand and respond to emotions more effectively.

jupyter-notebook kaggle-dataset keras keras-tensorflow pandas python3 sklearn tensorflow

Last synced: 10 Oct 2024