Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Deep neural networks
Deep neural networks (DNNs) are a class of artificial neural networks (ANNs) that are deep in the sense that they have many layers of hidden units between the input and output layers. Deep neural networks are a type of deep learning, which is a type of machine learning. Deep neural networks are used in a variety of applications, including speech recognition, computer vision, and natural language processing. Deep neural networks are used in a variety of applications, including speech recognition, computer vision, and natural language processing.
- GitHub: https://github.com/topics/deep-neural-networks
- Wikipedia: https://en.wikipedia.org/wiki/Deep_neural_networks
- Aliases: deep-neural-network,
- Last updated: 2025-02-13 00:07:50 UTC
- JSON Representation
https://github.com/hackintoshrao/tensorflow-income-bracket
Predicting whether the income > 50K based on the information about the individuals.
classification deep-learning deep-neural-networks tensorflow
Last synced: 07 Feb 2025
https://github.com/suwadith/footy-predictor-football-match-prediction-tensorflow-fastapi-plugin
A Deep-Learning (Tensorflow) based project which can be used to predict weekly EPL match results. Uses FastAPI as the backend to feed the results to a Chrome based plugin which then modifies the SkySports website to convey the predicted outcomes.
api chrome-extension deep-learning deep-neural-networks fastapi football prediction tensorflow
Last synced: 13 Jan 2025
https://github.com/albertopirillo/anndl-challenges-2023
Collection of two projects applying Deep Neural Networks on real-world problems. The first one with CNNs for image recognition and the other with RNNs and 1D-CNNs for timeseries forecasting.
deep-neural-networks image-recognition timeseries-forecasting
Last synced: 01 Jan 2025
https://github.com/amdjadouxx/chatbotai
implementing a chatbot with tensorflow in python
deep-learning deep-neural-networks ia natural-language-processing python3
Last synced: 23 Jan 2025
https://github.com/nithin-sudarsan/handwritten-digit-recognizer
A Convolutional Neural Networks model used to recognize handwritten numbers.
cnn-classification deep-learning deep-neural-networks digit-recognition handwritten-digit-recognition machine-learning neural-network
Last synced: 25 Dec 2024
https://github.com/prpriesler/covid19-insights-and-analytics
This project delves into the realm of data analytics and programming, focusing on four pivotal datasets related to the COVID-19 pandemic: confirmed global, death global, vaccination & population data, and Twitter data.
covid19 covid19-data data data-science dataanalytics deep-neural-networks machine-learning natural-language-processing
Last synced: 28 Dec 2024
https://github.com/sevmardi/ml-projects
ML projects
airline datascience deep-neural-networks machine-learning ml prediction predictive-modeling
Last synced: 25 Dec 2024
https://github.com/rakibhhridoy/neuralstyletransfer-tensorflow
One of the curious outcome of data science revolution is neural style transfer where nst algorithm merge two images, content and style, creating a artistic image of content image. Here TensorFlow is used to process images and lastly used nst algorithm.
deep-learning deep-neural-networks machine-learning neural-style-transfer neuralstyletransfer nst python tensorflow
Last synced: 25 Dec 2024
https://github.com/parrondo/tutorial-lstm
Tutorial-LSTM: Project for testing LSTM time series forecasting. See notebooks for complete information
deep-learning deep-learning-tutorial deep-neural-networks lstm lstm-networks lstm-neural-network
Last synced: 01 Jan 2025
https://github.com/shrikantnaidu/transfer-learning-for-nlp-with-tensorflow-hub
Transfer Learning in TensorFlow.
deep-neural-networks natural-language-processing tensorflow tensorflow-hub tranfer-learning
Last synced: 10 Jan 2025
https://github.com/shrikantnaidu/dog-breed-classifier
Dog Breed Classifier
convolutional-neural-networks deep-neural-networks image-classification
Last synced: 10 Jan 2025
https://github.com/ducthienbui97/celebrity-faces-classifier
Classifier can detect 88 celebrities with accuracy of 50%
classification classifier cntk convolutional-neural-networks deep-learning deep-neural-networks jupyter-notebook keras python python3
Last synced: 09 Feb 2025
https://github.com/hivana98/datascience-binaracademy
Data Analysis, Data Science, Machine & Deep Learning
data-science deep-learning deep-neural-networks machine-learning
Last synced: 17 Jan 2025
https://github.com/guoquan/dlexp
Scaffold codes for feedforward neural network and autoencoders.
deep-learning deep-neural-networks matlab
Last synced: 02 Jan 2025
https://github.com/guoquan/dlexp2
A framework for more flexible structure of neural networks with auto-differentiation.
auto-differentiation deep-learning deep-neural-networks matlab
Last synced: 02 Jan 2025
https://github.com/winter000boy/music-recommendation
This project implements a content-based recommendation system that analyzes song lyrics to find similar songs. It uses TF-IDF vectorization and cosine similarity to measure the semantic similarity between songs.
artificial-intelligence deep-neural-networks flask-application machine-learning neural-network python3 reinforcement-learning
Last synced: 26 Dec 2024
https://github.com/pmuens/tdf
TDF - Tensor Data Format
artificial-intelligence deep-learning deep-neural-networks deep-reinforcement-learning neural-network
Last synced: 26 Dec 2024
https://github.com/ahmdtaha/tf_learning_to_count
(ICCV2017) Tensorflow implementation of Representation Learning by Learning to Count
computer-vision deep-learning deep-neural-networks machine-learning nvidia-dali self-supervised-learning tensorflow tensorpack unsupervised-learning
Last synced: 26 Dec 2024
https://github.com/rociobenitez/deeplearning-airbnb-price-prediction
Deep Learning project for Airbnb price prediction, featuring data preprocessing and neural network models in Google Colab.
airbnb-data airbnb-pricing-prediction convolutional-neural-networks deep-learning deep-learning-algorithms deep-neural-networks keras keras-neural-networks keras-tensorflow
Last synced: 23 Jan 2025
https://github.com/d-kleine/deep-learning
Udacity Deep Learning Nanodegree notes and project solutions
deep-learning deep-neural-networks
Last synced: 23 Jan 2025
https://github.com/a-yush/keras-databases
Implemented various deep learning problems of supervised learning using keras with tensorflow as backend .
computer-vision deep-neural-networks keras keras-implementations python3 supervised-machine-learning
Last synced: 26 Dec 2024
https://github.com/kmohamedalie/dtm-machine_learning_final_project
Machine learning final project
cifar-10 classification cnn computer-vision convolutional-neural-networks deep-learning deep-neural-networks hog-features image-classification keras-tensorflow machine-learning svm
Last synced: 02 Jan 2025
https://github.com/arpan132002/fitness-tracker-using-smart-watches
This repository contains the code for a full machine learning project that tracks fitness activities. The project demonstrates the process of building a fitness tracker using Python and machine learning techniques
deep-neural-networks machine-learning outlier-detection
Last synced: 30 Jan 2025
https://github.com/sebukpor/breast-cancer-classification
this model classifies breast cancer as either benign or malignant
deep-learning deep-neural-networks tensorflow tensorflowjs
Last synced: 14 Feb 2025
https://github.com/gauravcodepro/expression-neural-network
a deep neural expression based classifier demonstrated to fit a unbalanced dataset, expression datasets across the samples
deep-neural-networks deeplearning expression-evaluator machine-learning machine-learning-algorithms neural-network neural-networks
Last synced: 02 Jan 2025
https://github.com/kalfasyan/regular_irregular_shapeselectivity
Repository for my paper with title "Shape Selectivity of Middle Superior Temporal Sulcus Body Patch Neurons."
convolutional-neural-networks deep-neural-networks models neuroscience research-paper vision vision-science
Last synced: 17 Jan 2025
https://github.com/het-shah/ml
deep-neural-networks machine-learning neural-network regression-models
Last synced: 03 Jan 2025
https://github.com/troublete/go-qndnn
quick 'n' dirty neural network (for practical use)
ai deep-neural-networks go machine-learning relu sigmoid tanh
Last synced: 03 Jan 2025
https://github.com/codewithdark-git/melanoma-skin-cancer-cnn
This repository provides a demonstration of a deep learning-based system for detecting melanoma from grayscale images. The model predicts whether an input image is classified as "BENIGN" or "MELANOMA," along with a confidence score. Please note that this application is for educational purposes only and should not be used for real medical diagnosis.
cancer-detection cnn cnn-classification convolutional-neural-networks deep-neural-networks dl llm machine-learning melanoma-detection ml neural-networks nn python python-script torch torchvision
Last synced: 25 Jan 2025
https://github.com/jeremiegince/mixture_models_deep_rl
Mixture models in deep reinforcement learning with gym
atari deep-learning deep-neural-networks deep-reinforcement-learning gym-environment mixture-model mixture-models reinforcement-learning
Last synced: 20 Jan 2025
https://github.com/ravish1729/neural-network-for-beginners
Create a image classifier with your own architecture
computer-graphics computer-vision deep-learning-tutorial deep-neural-networks machine-learning mnist-classification
Last synced: 11 Jan 2025
https://github.com/nuel77/style_transfer_using_tensorflow_2.0
style transfer using vgg19 model- referenced form tensor flow tutorials- made using tensorflow 2.0 and keras
beginner-friendly beginner-project deep-learning deep-neural-networks keras keras-neural-networks keras-tensorflow style-transfer tensorflow-examples tensorflow-experiments tensorflow-tutorials vgg19
Last synced: 18 Jan 2025
https://github.com/loaiwalid07/portfolio
Loai Nazeer portfolio
classification clustering computer-vision data-science deep-learning deep-neural-networks machine-learning matplotlib matplotlib-pyplot nlp nlp-machine-learning nltk numpy pandas plotly sklearn streamlit tensorflow-tutorials
Last synced: 18 Jan 2025
https://github.com/donmaruko/sentiment-analysis-api
Flask-based API for sentiment analysis using deep learning models and includes endpoints for text and file input, database storage, and integrated Swagger documentation.
api deep-learning deep-neural-networks flask keras lstm machine-learning neural-network rnn scikit-learn scikitlearn-machine-learning sklearn sqlite3 swagger swagger-ui tensorflow
Last synced: 04 Jan 2025
https://github.com/hiroakimikami/nnabla-ggnn
Reimplement gated graph neural network in NNabla
deep-learning deep-neural-networks ggnn nnabla
Last synced: 13 Jan 2025
https://github.com/sylvia-ai-lab/dr.-sylvia-s-ai--engineering-lab-codeshare
The code has explanations in YOUTUBE Ph.D.(c) Sylvia's AI & Engineering Lab Series 3 MATLAB — ideal for a quick start..
ai batterydegradation deep-neural-networks matlab
Last synced: 26 Jan 2025
https://github.com/es7/the-ai-orchestra
In this repository I have explained about how we can generate music via LSTMs.
deep-neural-networks gru lstm music-generation-deep-learning rnn
Last synced: 11 Jan 2025
https://github.com/shivamgupta92/retinacare_by_team_bigfootisreal
Diabetic Retinopathy Predictor System, a Django-based web app, uses machine learning to assess diabetic retinopathy risk. Input your health data and get results within seconds: Ranging from ['Mild', 'Moderate', 'Severe', 'No_DR']
cnn-keras css3 deep-neural-networks diabetic-retinopathy-detection flask html5 inception-resnet-v2 javascript tensorflow
Last synced: 11 Jan 2025
https://github.com/t-mohamed-shafeek/vgg16-for-malware-classification
This is a Research project which introduces an AI approach which is Deep Neural Networks in this case, to detect and classify different malwares belonging to various families represented as images.
classification cnn deep-learning deep-neural-networks fine-tuning hyperparameter-tuning malware-research supervised-learning transfer-learning vgg16
Last synced: 07 Feb 2025
https://github.com/andrewharabor/pydeepnet
A Python "package" for neural networks
ai artificial-intelligence artificial-neural-networks deep-learning deep-neural-networks machine-learning machine-learning-library neural-network-from-scratch neural-networks
Last synced: 11 Jan 2025
https://github.com/0xdaksh/loanclassifier
A Dead Accurate Deep Learning Algorithm that Can classify if you'll take loan or not.
classifier deep-learning deep-neural-networks keras neural-network python python35
Last synced: 18 Jan 2025
https://github.com/shlokarora2709/deep-learning
Deep Learning
artificial-intelligence convolutional-neural-networks deep-learning deep-neural-networks fine-tuning gans generative-adversarial-network generative-ai llm lstm ml yolo
Last synced: 11 Jan 2025
https://github.com/yanukadeneth99/numpy-neural-network
A Neural Network made using Numpy
ai deep-learning deep-neural-networks ml numpy python
Last synced: 11 Jan 2025
https://github.com/barbarpotato/deeplearning.ai-tensorflow-developer-professional-certificate
TensorFlow Developer Professional Certificate program teaches you applied machine learning skills with TensorFlow so you can build and train powerful models.
convolutional-neural-networks deep-learning deep-neural-networks natural-language-processing neural-network tensorflow tensorflow2 time-series
Last synced: 11 Jan 2025
https://github.com/amirjahantab/deep-ml-solutions
ML Code Challenges
ai algorithms backpropagation data-science deep-learning-algorithms deep-neural-networks linear-algebra machine-learning machine-learning-algorithms mathematics matrix numpy pca python
Last synced: 11 Jan 2025
https://github.com/amitkaps/dl101
Deep Learning 101
deep-learning deep-neural-networks python
Last synced: 25 Dec 2024
https://github.com/data-pioneer/mlops-name-entity-recognition-end-to-end-main
Implementation of MLops pipeline for Named Entity Recognition (NER) using pretrained Huggingface BERT transformer based model, further use CircleCI CI/CD tool for deployment on google cloud platform by using Docker image, Flask front end interface.
artifact-registry bert-fine-tuning circleci deep-neural-networks docker-image flask-application google-cloud huggingface-transformers pythin3
Last synced: 18 Jan 2025
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: 14 Feb 2025
https://github.com/aditya30394/dogs-vs-cats
Using convolution networks to classify Dogs and Cats
convolutional-neural-networks deep-neural-networks image-classification python-3 transfer-learning
Last synced: 02 Feb 2025
https://github.com/amdjadouxx/chifoumiai
A model which take an image of a hand making a sign (paper, scissor, rock) and detect which sign it is, improvement to come
artificial-neural-networks cnn-classification deep-neural-networks ia python3 tensorflow-tutorials
Last synced: 09 Feb 2025
https://github.com/sanchariii/cifar-10-object-recognition-using-resnet50
CIFAR-10 dataset has 60,000 32x32 rgb images and those images are recognized using ResNet50 deep learning model with an accuracy of 71%.
colab-notebook deep-neural-networks neural-networks resnet-50
Last synced: 12 Jan 2025
https://github.com/hackintoshrao/blog-posts
Markdown of my blog posts at medium.com/@hackintoshrao and hackintoshrao.com
artificial-intelligence deep-learning deep-neural-networks technical-writing
Last synced: 07 Feb 2025
https://github.com/hayatiyrtgl/lstm_time_seriesv2
The code downloads Microsoft stock data, preprocesses it, builds and trains a deep learning model, and visualizes predictions.
analyzer deep-learning deep-neural-networks forecasting lstm pandas python time-series
Last synced: 14 Feb 2025
https://github.com/stazizov/projecthat
image verification system
deep-learning deep-neural-networks deepface face-landmarks facial image mediapipe opencv recognition torch verification
Last synced: 12 Jan 2025
https://github.com/guiferviz/aidictive
Addictive Artificial Intelligence library! SOTA models made easy :)
artificial-intelligence deep-learning deep-neural-networks easy-to-use machine-learning
Last synced: 12 Jan 2025
https://github.com/rupeshtr78/machine_learning
Machine Learning TensorFlow Neural Networks Deep Learning
classification data-analysis deep-learning deep-neural-networks flink jupyter-notebook keras machine-learning machinelearning-python perceptron python3 spark tensorflow
Last synced: 12 Jan 2025
https://github.com/kevinam99/ml-internship-training
Repo containing all the codes and resources from the workshop
artificial-intelligence convolutional-neural-networks deep-neural-networks machine-learning machine-learning-algorithms neural-networks opencv-python recurrent-neural-networks
Last synced: 12 Jan 2025
https://github.com/ajithvcoder/epai
Contains assignments of EPAi course from The School of AI (https://theschoolof.ai/)
deep-neural-networks python pytorch
Last synced: 12 Jan 2025
https://github.com/andreasmazur/improvedgnnexplanations
Improve Zorro exlanations for graph neural networks.
deep-learning deep-neural-networks explainability explainable-ai explainable-artificial-intelligence explainable-ml neural-networks
Last synced: 12 Jan 2025
https://github.com/sushantdhumak/dog-breed-classifier
Deep Learning Nanodegree Project : Given an image of a dog, the algorithm will identify an estimate of the canine’s breed. If supplied with an image of a human, the code will identify the resembling dog breed.
accuracy bottleneck-features categorical-cross-entropy cnn-architecture convolutional-neural-network deep-neural-networks detect-faces dog-breed dog-breed-classifier keras keras-neural-networks preprocessing resnet-50 rmsprop transfer-learning validation-loss vgg16 xception-model
Last synced: 30 Jan 2025
https://github.com/najdbinrabah/deep-learning-with-pytorch-and-captum
This project classifies smoking images using VGG19 with data augmentation, and Captum for model explainability, identifying key features per prediction.
binary-classification captum data-augmentation data-science deep-learning deep-neural-networks grad-cam image-classification integrated-gradients layer-attributions machine-learning occlusion primary-attributions python pytorch transfer-learning vgg19-model
Last synced: 18 Jan 2025
https://github.com/onurmx/emotion-recognition
Emotion recognition from facial images using convolutional neural networks.
ckplus computer-vision convolutional-neural-networks deep-learning deep-neural-networks emotion-recognition fer2013-dataset image-augmentation image-classification image-processing image-recognition kdef-dataset machine-learning pyside pytorch resnet tensorflow torch torchvision vgg
Last synced: 18 Jan 2025
https://github.com/bottomsnode/plateai-indian-license-plate-detection-master
PlateAI is a state-of-the-art ALPR system employing AI and machine learning to detect and recognize license plates from images or video streams in real-time. It offers robust, efficient, and scalable performance, catering to diverse applications with high accuracy and reliability.
artificial-intelligence-algorithms artificial-neural-networks deep-learning deep-neural-networks image-processing machine-learning
Last synced: 18 Jan 2025
https://github.com/kalessin/nntop
deep-learning deep-neural-networks python2 python3 tensorflow
Last synced: 24 Jan 2025
https://github.com/rudrakhp/nnfl-term-project
deep-belief-network deep-neural-networks matlab mnist-classification
Last synced: 26 Jan 2025
https://github.com/akashash01/artificial_neural_network
It is an network of neurons that make up a human brain, so that machine can able to learn things and make decision like humans. This deep learning model is more flexible for regression and classification problems(linear & non-linear), susceptible to overfitting.
data-science datavisualization deep-learning deep-neural-networks python
Last synced: 07 Feb 2025
https://github.com/akashash01/convolutional_neural_network
Is a deep neural network, most commonly applied to analyze visual images.
cnn-for-visual-recognition data-science deep-learning deep-neural-networks python
Last synced: 07 Feb 2025
https://github.com/unikraft/lib-dnnl
Unikraft port of Intel Math Kernel Library for DNNs
deep-neural-networks intel library math-library unikernel unikraft
Last synced: 19 Jan 2025
https://github.com/coolashishpt/-machine-deep-learning
RESEARCH PAPERS AND IMPLEMENTATIONS (Semi Projects)
deep-learning deep-neural-networks jupyter-notebook machine-learning machinelearning-python python-3-6
Last synced: 24 Jan 2025
https://github.com/debasish-dutta/handwritten-digit-classifier
A web-app based on a handwritten digit recognizer TF model and its neural network created from scratch and is deployed using a web-app with tensorflow.js
deep-neural-networks tensorboard-mnist-digit tensorflow2
Last synced: 19 Jan 2025
https://github.com/stupidcucumber/stablediffusion
A repository for fine-tuning StableDiffusion2.
deep-neural-networks diffusion-models generation python stable-diffusion text-to-image torch training
Last synced: 19 Jan 2025
https://github.com/stupidcucumber/deeplabv3-celebhq
Trained Torch version of the DeepLab on the CelebHQ.
deep-neural-networks deeplabv3 face-segmentation python3 segmentation-models torch
Last synced: 19 Jan 2025
https://github.com/aravinda-1402/diabetes-prediction-using-machine-learning
To predict whether a person has diabetes or not depending on the parameters given using the 'PIMA Diabetes' dataset
data-science deep-neural-networks machine-learning-algorithms
Last synced: 19 Jan 2025
https://github.com/inviii/ava
AVA is an AI/ML-based open-source program designed for fully autonomous Cars and Drones. AVA stands for AUTONOMOUS VEHICLE & AVIATION
ava aviation computer-vision convolutional-neural-networks deep-neural-networks lane-finding machine-learning self-driving-car tensorflow traffic-sign-classification vehicle-detection
Last synced: 19 Jan 2025
https://github.com/lifeisbeautifu1/deep-learning
My Google Colab notebooks for studying Deep Learning
ai computer-vision convolutional-neural-networks data-science deep-learning deep-neural-networks difussion machine-learning neural-network notebook python pytorch tensorflow text-to-image
Last synced: 19 Jan 2025
https://github.com/justdvnsh/research-summarizer
A research paper summariezer app
app deep-learning deep-neural-networks encoder-decoder gru lstm machine-learning machine-learning-algorithms research rnn rnn-tensorflow seq2seq summarizer webapp
Last synced: 07 Feb 2025
https://github.com/justdvnsh/dbot
My chatbot
chatbot dbot decoder deep-learning deep-neural-networks encoder encoder-decoder-model gru lstm machine-learning machine-learning-algorithms rnn rnn-tensorflow seq2seq
Last synced: 07 Feb 2025
https://github.com/aaditya29/first-neural-network
Jupyter Notebook predicting the House Prices
deep-learning deep-learning-algorithms deep-neural-networks jupyter-notebook machine-learning machine-learning-algorithms neural-network neural-networks
Last synced: 07 Feb 2025
https://github.com/micahondiwa/applied-ai
Deep Learning for Computer Vision: A collection of 6 end-to-end applied AI projects.
computer-vision deep-learning deep-neural-networks deep-reinforcement-learning generative-adversarial-network generative-ai neural-machine-translation neural-network pytorch transformers
Last synced: 31 Jan 2025
https://github.com/redtius/talkpole
🤖🔍 An AI Model that determines sentence sentiment polarity.
cnn-model convolutional-neural-networks deep-learning deep-neural-networks flask keras long-short-term-memory-models nlp python sentiment-analysis sentiment-classification sentiment-polarity tensorflow
Last synced: 09 Feb 2025
https://github.com/ostaptan/road_signs_prediction
Road signs prediction CNN model
cnn-classification deep-neural-networks machine-vision relu tensorflow
Last synced: 19 Jan 2025
https://github.com/ggiuffre/machine-lambda
Purely functional implementation of SGD on feed-forward neural nets
deep-neural-networks functional-programming haskell-library neural-network stochastic-gradient-descent
Last synced: 19 Jan 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: 09 Feb 2025
https://github.com/mituskillologies/nlpcv-pgdai-dec24
The program of Natural Language Processing and Computer Vision in course PGDAI at CDAC. Conducted by Tushar B. Kute, December 2024
computational-linguistics computer-vision convolutional-neural-networks deep-neural-networks image-classification image-processing language linguistics long-short-term-memory machine-learning natural-language-processing natural-language-understanding object-detection recurrent-neural-networks sentiment-analysis speech-recognition text-classification transformers
Last synced: 09 Feb 2025
https://github.com/kalifou/tme_10_11_rdfia
Neural Networks Visualization : Activation Maps, Adversarial examples...
adversarial-example class-visualization deep-neural-networks pytorch
Last synced: 04 Feb 2025
https://github.com/mvinyard/torch-nets
Compose PyTorch Neural Networks
deep-learning deep-neural-networks machine-learning neural-networks python pytorch
Last synced: 20 Jan 2025
https://github.com/shamiul5201/healthcare_ai
Brain Tumor Detection and Localization Using Resnet and ResUnet in Healthcare
deep-neural-networks image-segmentation python-3 u-net
Last synced: 02 Feb 2025
https://github.com/dansolombrino/kindergarten-vq-vae
Improving disentanglement properties in off-the-shelf Transformer models
autoencoders deep-learning deep-neural-networks natural-language-processing nlp transformers
Last synced: 07 Feb 2025
https://github.com/dansolombrino/creactive
A set of experiments on Deep Neural Networks activation functions
activation-functions deep-learning deep-neural-networks nonlinear-optimization
Last synced: 07 Feb 2025
https://github.com/dansolombrino/biscuits
A set of experiments inspired by the paper "Training BatchNorm and Only BatchNorm: On the Expressive Power of Random Features in CNNs" by Jonathan Frankle, David J. Schwab, Ari S. Morcos
batchnorm cnn cnns convolutional-neural-networks deep-learning deep-neural-networks resnet resnets
Last synced: 07 Feb 2025
https://github.com/loudji971/chatbot-intent-classifier
Chatbot based on natural language processing (NLP) and deep learning for accurate intent classification in conversations. - Artificial Inteligence Tecniques
ai atis-dataset bert chat-bot-deep-learning deep-neural-networks fastapi intent-classification keras nlp nltk nltk-keras-python nlu-engine scikit-learn tridib-samanta
Last synced: 25 Jan 2025
https://github.com/codewithdark-git/titans-transformer
This repository contains an experimental implementation of the Titans Transformer architecture for sequence modeling tasks. The code is a personal exploration and may include errors or inefficiencies as I am currently in the learning stage. It is inspired by the ideas presented in the original
deep-learning deep-neural-networks inference llm ml neural-networks new nn paper python research-paper test titans transformer transformers-models
Last synced: 25 Jan 2025
https://github.com/jotstolu/training-machine-learning-models-for-weed-classification
This project involves training different machine learning-based classifiers using image processing techniques to accurately classify two weed classes: charlock and cleavers.This Image classification task focuses on Four Main things: 1)Image Preparation and Pre-processing 2)Feature Extraction 3)Model Training 4)Model Evaluation and Analysis
deep-learning deep-neural-networks image-classification image-processing machine-learning
Last synced: 26 Jan 2025
https://github.com/carpentries-incubator/deep-learning-intro
Placeholder to redirect visitors to https://carpentries-lab.github.io/deep-learning-intro/
beta carpentries carpentries-incubator deep-learning deep-neural-networks english lesson neural-network python
Last synced: 14 Feb 2025
https://github.com/vishnun0027/sentiment-analysis
Here the several ways to perform sentiment analysis on text data, with varying degrees of complexity and accuracy
bag-of-words deep-learning deep-neural-networks deeplearning gru logistic-regression lstm machine-learning nltk-python rnn rnn-model sentiment-analysis svm-model tensorflow tensorflow2 text-classification text-preprocessing tf-idf tokenizer
Last synced: 25 Jan 2025
https://github.com/jpleorx/tf-cifar10
Deep Convolutional Neural Network for CIFAR10 problem. Achieved 91.49% accuracy.
artificial-intelligence cifar10 convolutional-neural-network convolutional-neural-networks deep-convolutional-neural-networks deep-learning deep-neural-networks keras machine-learning neural-network neural-networks python tensorflow
Last synced: 25 Jan 2025
https://github.com/clementetienam/ccr_piezoresponse-force-microscopy-
Using CCR to predict piezoresponse force microscopy datasets
deep-neural-networks machine-learning mixture-of-experts supervised-learning
Last synced: 31 Jan 2025
https://github.com/aman-17/deep-learning-practise
Practicing deep learning also involves being familiar with the libraries and frameworks like Tensorflow, Pytorch, Theano, etc. that are commonly used to train and deploy deep learning models, as well as staying up to date with the latest research and advancements in the field.
deep-learning deep-neural-networks python pytorch tensorflow
Last synced: 25 Jan 2025
https://github.com/harikishan-ai/harikishan-ai
I am dedicated to delivering innovative solutions that align with business objectives while ensuring optimal performance, reliability, and security. My strong analytical skills, attention to detail, and problem-solving abilities drive me to create effective and efficient solutions.
analystics automation aws-ec2 aws-lambda aws-s3 awsglue cnn deep-neural-networks logs lstm machine-learning oops-in-python powerbi python rnn transformers
Last synced: 25 Jan 2025