Projects in Awesome Lists tagged with deep-learning-algorithms

https://github.com/richzhang/colorization

Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.

automatic-colorization caffe colorization computer-vision deep-learning deep-learning-algorithms

Last synced: 14 May 2025

https://github.com/junyanz/interactive-deep-colorization

Deep learning software for colorizing black and white images with a few clicks.

automatic-colorization caffe colorization computer-vision deep-learning deep-learning-algorithms interactive

Last synced: 15 May 2025

https://github.com/neuralmagic/sparseml

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

automl computer-vision-algorithms deep-learning-algorithms deep-learning-library deep-learning-models image-classification keras nlp object-detection onnx pruning pruning-algorithms pytorch smaller-models sparsification sparsification-recipes sparsity tensorflow transfer-learning

Last synced: 14 May 2025

https://github.com/xiaohu2015/deeplearning_tutorials

The deeplearning algorithms implemented by tensorflow

cnn dbn deep-learning-algorithms deep-learning-tutorial lstm mlp rbm sda tensorflow

Last synced: 08 Apr 2025

https://github.com/bat67/pytorch-tutorials-examples-and-books

PyTorch tutorials, examples and some books I found 【不定期更新】整理的PyTorch 最新版教程、例子和书籍

deep-learning deep-learning-algorithms deep-learning-tutorial deeplearning learning-pytorch library machine-learning neural-network numpy python python3 pytorch pytorch-ppt pytorch-tutorials slide

Last synced: 16 May 2025

https://github.com/whitelok/image-text-localization-recognition

A general list of resources to image text localization and recognition 场景文本位置感知与识别的论文资源与实现合集シーンテキストの位置認識と識別のための論文リソースの要約

awesome convolutional-neural-networks deep-learning deep-learning-algorithms machine-learning ocr scene-texts text-detection text-extraction text-recognition

Last synced: 20 Mar 2025

https://github.com/bansalkanav/ultimate-data-science-toolkit---from-python-basics-to-generativeai

aws cnn data-analysis data-science deep-learning-algorithms flask machine-learning mlflow mlops mongodb pandas-python prefect python3 search-engine sklearn-library sql statistics streamlit tutorial-code visualization

Last synced: 15 May 2025

https://github.com/oeway/pytorch-deform-conv

PyTorch implementation of Deformable Convolution

deep-learning deep-learning-algorithms

Last synced: 01 Apr 2025

https://github.com/bansalkanav/Ultimate-Data-Science-Toolkit---From-Python-Basics-to-GenerativeAI

aws cnn data-analysis data-science deep-learning-algorithms flask machine-learning mlflow mlops mongodb pandas-python prefect python3 search-engine sklearn-library sql statistics streamlit tutorial-code visualization

Last synced: 16 Apr 2025

https://github.com/sudharsan13296/hands-on-reinforcement-learning-with-python

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

asynchronous-advantage-actor-critic deep-deterministic-policy-gradient deep-learning-algorithms deep-q-network deep-recurrent-q-network deep-reinforcement-learning double-dqn drqn dueling-dqn hindsight-experience-replay markov-decision-processes monte-carlo openai-gym policy-gradient policy-gradients ppo q-learning reinforcement-learning sarsa trpo

Last synced: 04 Apr 2025

https://github.com/sudharsan13296/Hands-On-Reinforcement-Learning-With-Python

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

asynchronous-advantage-actor-critic deep-deterministic-policy-gradient deep-learning-algorithms deep-q-network deep-recurrent-q-network deep-reinforcement-learning double-dqn drqn dueling-dqn hindsight-experience-replay markov-decision-processes monte-carlo openai-gym policy-gradient policy-gradients ppo q-learning reinforcement-learning sarsa trpo

Last synced: 02 Apr 2025

https://github.com/ShahariarRabby/deeplearning.ai

deeplearning.ai , By Andrew Ng, All video link

andrew-ng andrew-ng-course artificial-intelligence artificial-neural-networks convolutional-neural-networks coursera deep-learning deep-learning-algorithms deep-learning-tutorial deep-neural-networks deeplearning

Last synced: 27 Nov 2024

https://github.com/umbertogriffo/Predictive-Maintenance-using-LSTM

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

deep-learning deep-learning-algorithms deep-neural-networks keras keras-models keras-neural-networks keras-tensorflow lstm lstm-neural-networks prediction-model predictive-maintenance timeseries

Last synced: 07 May 2025

https://github.com/mishalaskin/curl

CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

contrastive-learning contrastive-loss contrastive-predictive-coding curl deep-learning deep-learning-algorithms deep-neural-networks deep-q-learning deep-q-network deep-reinforcement-learning deep-rl deeplearning deeplearning-ai gpu model-free-rl off-policy reinforcement-agents reinforcement-learning reinforcement-learning-algorithms sac

Last synced: 05 Apr 2025

https://github.com/MishaLaskin/curl

CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

contrastive-learning contrastive-loss contrastive-predictive-coding curl deep-learning deep-learning-algorithms deep-neural-networks deep-q-learning deep-q-network deep-reinforcement-learning deep-rl deeplearning deeplearning-ai gpu model-free-rl off-policy reinforcement-agents reinforcement-learning reinforcement-learning-algorithms sac

Last synced: 23 Nov 2024

https://github.com/tobybreckon/fire-detection-cnn

real-time fire detection in video imagery using a convolutional neural network (deep learning) - from our ICIP 2018 paper (Dunnings / Breckon) + ICMLA 2019 paper (Samarth / Bhowmik / Breckon)

cnn-architecture cnn-for-visual-recognition computer-vision convolutional-networks convolutional-neural-networks deep-learning deep-learning-algorithms deep-neural-networks fire-detection fire-detector firenet inceptionv1-onfire machine-learning network-architecture object-detection robot-vision superpixel-segment superpixels tensorflow tensorflow-examples

Last synced: 04 Apr 2025

https://github.com/mishalaskin/rad

RAD: Reinforcement Learning with Augmented Data

codebase data- data-augmentations deep-learning deep-learning-algorithms deep-neural-networks deep-q-learning deep-q-network deep-reinforcement-learning deeplearning-ai dm-control model-free mujoc off-policy ppo rad reinforcement-learning rl sac soft-actor-critic

Last synced: 06 Apr 2025

https://github.com/neuralmagic/sparsezoo

Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes

computer-vision deep-learning-algorithms deep-learning-models mobilenet models-optimized nlp object-detection-model pretrained-models pruning quantization resnet smaller-models sparse-quantized-models sparsification-recipe transfer-learning yolo

Last synced: 16 May 2025

https://github.com/Nyandwi/ModernConvNets

Revisions and implementations of modern Convolutional Neural Networks architectures in TensorFlow and Keras

cnns computer-vision convnets convolutional-neural-networks deep-learning-algorithms image-classification keras neural-networks tensorflow

Last synced: 04 May 2025

https://github.com/nyandwi/modernconvnets

Revisions and implementations of modern Convolutional Neural Networks architectures in TensorFlow and Keras

cnns computer-vision convnets convolutional-neural-networks deep-learning-algorithms image-classification keras neural-networks tensorflow

Last synced: 07 Apr 2025

https://github.com/Sahith02/machine-learning-algorithms

A curated list of all machine learning algorithms and deep learning algorithms grouped by category.

classification deep-learning deep-learning-algorithms deep-learning-tutorial implementation implementation-of-algorithms machine-learning machine-learning-algorithms neural-network python regression trees tutorial

Last synced: 31 Mar 2025

https://github.com/idreesshaikh/Autonomous-Driving-in-Carla-using-Deep-Reinforcement-Learning

Deep Reinforcement Learning (PPO) in Autonomous Driving (Carla) [from scratch]

autonomous-driving carla-driving-simulator carla-environment carla-simulator ddqn deep-learning deep-learning-algorithms deep-reinforcement-learning openai ppo proximal-policy-optimization pytorch reinforcement-learning self-driving self-driving-car self-driving-car-simulation self-driving-cars

Last synced: 26 Mar 2025

https://github.com/benedekrozemberczki/seal-ci

A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)

active-learning active-learning-module deep-learning deep-learning-algorithms deepwalk gcn gnn graph-classification graph-convolution graph-convolutional-networks graph-embedding graph-neural-network graph-neural-networks graph-representation-learning machine-learning-algorithms network-embedding node-classification node2vec pytorch tensorflow

Last synced: 06 May 2025

https://github.com/benedekrozemberczki/SEAL-CI

A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)

active-learning active-learning-module deep-learning deep-learning-algorithms deepwalk gcn gnn graph-classification graph-convolution graph-convolutional-networks graph-embedding graph-neural-network graph-neural-networks graph-representation-learning machine-learning-algorithms network-embedding node-classification node2vec pytorch tensorflow

Last synced: 27 Mar 2025

https://github.com/comet-ml/comet-examples

Examples of Machine Learning code using Comet.ml

comet-ml deep-learning deep-learning-algorithms deep-learning-libraries deep-learning-python machine-learning machine-learning-platform python

Last synced: 04 Apr 2025

https://github.com/tariqdaouda/mariana

The Cutest Deep Learning Framework which is also a wonderful Declarative Language

artificial-intelligence artificial-neural-networks data-science deep-learning deep-learning-algorithms deep-learning-library deep-neural-networks deeplearning machine-learning machine-learning-algorithms machinelearning python theano

Last synced: 12 Apr 2025

https://github.com/kyegomez/the-compiler

Seed, Code, Harvest: Grow Your Own App with Tree of Thoughts!

agora artficial-intelligence autogpt chain-of-thought chatgpt deep-learning deep-learning-algorithms multi-modal-fusion multi-modality multimodal-deep-learning prompt-engineering reinforcement-learning tree-of-thoughts

Last synced: 09 Apr 2025

https://github.com/digantamisra98/echo

Python package containing all custom layers used in Neural Networks (Compatible with PyTorch, TensorFlow and MegEngine)

algorithms computer-vision deep-learning deep-learning-algorithms deep-neural-networks deeplearning functions gitbook machine-learning machine-learning-algorithms mathematics megengine nlp python pytorch tensorflow tensorflow2

Last synced: 09 Apr 2025

https://github.com/ili3p/HORD

Efficient Hyperparameter Optimization of Deep Learning Algorithms Using Deterministic RBF Surrogates

deep-learning-algorithms hyperparameter-optimization

Last synced: 01 May 2025

https://github.com/arnaldog12/deep-learning

Study and implementation about deep learning models, architectures, applications and frameworks

deep-learning deep-learning-algorithms keras tensorboard tensorflow tflearn

Last synced: 15 Apr 2025

https://github.com/matlab-deep-learning/constrained-deep-learning

Constrained deep learning is an advanced approach to training deep neural networks by incorporating domain-specific constraints into the learning process.

ai-verification convex convex-neural-network deep-learning deep-learning-algorithms lipschitz lipschitz-network monotonic monotonicity neural-networks

Last synced: 07 May 2025

https://github.com/sylvaticus/spmlj

Introduction to Scientific Programming and Machine Learning with Julia

deep-learning-algorithms deep-learning-tutorial julia machine-learning

Last synced: 10 Apr 2025

https://github.com/prakritidev/DeepLearning

This repository will contain the example detailed codes of Tensorflow and Keras, This repository will be useful for Deep Learning staters who find difficult to understand the example codes

deep-learning deep-learning-algorithms deep-learning-staters deep-learning-tutorial keras keras-models keras-tutorials

Last synced: 27 Nov 2024

https://github.com/aydinnyunus/machine-learning

Machine Learning (Easy to Hard step by step)

deep deep-learning deep-learning-algorithms deep-learning-tutorial deep-neural-networks deep-reinforcement-learning deeplearning machine machine-learning machine-learning-algorithms machine-learning-coursera machine-translation machinelearning machinelearning-python python python-3 python-script python2 python27 python3

Last synced: 09 Apr 2025

https://github.com/hiyouga/amp-regularizer

Code for our paper "Regularizing Neural Networks via Adversarial Model Perturbation", CVPR2021

computer-vision cvpr cvpr2021 deep-learning deep-learning-algorithms image-classification machine-learning neural-network regularization regularizing-neural-networks

Last synced: 05 Jan 2025

https://github.com/deepakkumar1984/sia-cog

Various cognitive api for machine learning, vision, language intent alalysis. Covers traditional as well as deep learning model design and training.

api-client deep-learning deep-learning-algorithms deep-neural-networks machine-learning machine-learning-algorithms python web

Last synced: 12 Jun 2025

https://github.com/tirendazacademy/deep-learning-with-tensorflow

Deep Learning with TensorFlow

deep-learning deep-learning-algorithms deep-learning-tutorial deep-neural-networks keras keras-tensorflow keras-tutorials machine-learning machinelearning-python tensorflow-examples tensorflow-models tensorflow-tutorials

Last synced: 09 Feb 2025

https://github.com/mithi/deep-blueberry

If you've always wanted to learn about deep-learning but don't know where to start, then you might have stumbled upon the right place!

computer-vision convolutional-neural-networks deep-learning deep-learning-algorithms deep-learning-tutorial deep-neural-networks deep-reinforcement-learning generative-adversarial-network keras-tensorflow long-short-term-memory machine-learning machine-learning-algorithms pytorch-implementation pytorch-tutorial recurrent-neural-networks reinforcement-learning variational-autoencoder

Last synced: 27 Feb 2025

https://mithi.github.io/deep-blueberry/

If you've always wanted to learn about deep-learning but don't know where to start, then you might have stumbled upon the right place!

computer-vision convolutional-neural-networks deep-learning deep-learning-algorithms deep-learning-tutorial deep-neural-networks deep-reinforcement-learning generative-adversarial-network keras-tensorflow long-short-term-memory machine-learning machine-learning-algorithms pytorch-implementation pytorch-tutorial recurrent-neural-networks reinforcement-learning variational-autoencoder

Last synced: 27 Mar 2025

https://github.com/furkan-gulsen/recognize-handwritten-digits

Recognize Handwritten Digits - A Simple Web App

computer-vision deep-learning deep-learning-algorithms deep-learning-tutorial flask handwritten-digit-recognition image-processing python recognize-digits

Last synced: 02 Feb 2025

https://github.com/e1evenn/shinnosuke

A keras-like API deep learning framework,realized by Numpy only.Support CNN, RNN, LSTM, Dense, etc.

deep-learning deep-learning-algorithms deep-learning-framework deep-learning-library deep-learning-tutorial deep-neural-networks

Last synced: 12 Apr 2025

https://github.com/adityashrm21/deep-learning-algorithms-implementation

Implementations of (Deep Learning + Machine Learning) Algorithms

algorithm decision-tree decision-trees deep-learning deep-learning-algorithms implementation implementation-of-algorithms jupyter-notebook keras linear-regression logistic-regression machine-learning multilayer-perceptron neural-networks pytorch restricted-boltzmann-machine tensorflow

Last synced: 29 Apr 2025

https://github.com/reddyprasade/deep-learning

Deep learning (also known as deep structured learning or hierarchical learning) is part of a broader family of machine learning methods based on artificial neural networks. Learning can be supervised, semi-supervised or unsupervised. Deep learning architectures such as deep neural networks, deep belief networks, recurrent neural networks and convolutional neural networks have been applied to fields including computer vision, speech recognition, natural language processing, audio recognition, social network filtering, machine translation, bioinformatics, drug design, medical image analysis, material inspection and board game programs, where they have produced results comparable to and in some cases superior to human experts.

anns artificial-neural-networks audio-recognition biological-brains board-game-programs deep-learning deep-learning-algorithms deep-learning-tutorial deep-neural-networks deep-reinforcement-learning hierarchical-learning natural-language-processing neural-network neural-networks social-network-filtering speech-recognition

Last synced: 09 Apr 2025

https://github.com/vidhi1290/deep-learning-for-eeg-emotion-classification

This repository contains a Python code script for performing emotion classification using EEG (Electroencephalogram) data. Emotion classification from EEG signals is an important application in neuroscience and human-computer interaction. The code leverages deep learning techniques to analyze EEG data and predict emotional states.

coorelation data-exploration data-preprocessing data-science data-visualization deep-learning deep-learning-algorithms eeg-emotion-recognition egg-signals emotion-distribution emotion-prediction feature-analysis heatmap human-emotions machine-learning machine-learning-algorithms pie-chart spectral-analysis time-series-visualization

Last synced: 10 Apr 2025

https://github.com/omerbsezer/aimap

Map of Artificial Intelligence: Classifications, Approaches, Algorithms, Libraries, Tools, State of Art Studies, Awesome Repos, etc..

deep-learning deep-learning-algorithms machine-learning-algorithms machine-learning-classification

Last synced: 28 Apr 2025

https://github.com/nishant-sethi/deeplearning.ai

This is my assignment on Andrew Ng's special course "Deep Learning Specialization" This course consists of five courses: Neural Networks and Deep Learning Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization Structuring Machine Learning Projects Convolutional Neural Networks Sequence Models

andrew-ng-course artificial-intelligence coursera deep-learning deep-learning-algorithms deep-learning-tutorial deep-neural-networks deeplearning-ai face-recognition jupyter-notebook machine-learning object-detection python tensorflow-experiments

Last synced: 09 Feb 2025

https://github.com/dennishnf/intro-to-deep-learning

Introductory concepts of Deep Learning and practical examples on Google Colab

deep-learning deep-learning-algorithms deep-learning-tutorial keras machine-learning tensorflow tutorial-code tutorial-sourcecode

Last synced: 23 Nov 2024

https://github.com/sidgan/nasaweb

NASA CAMS (Camera for All Sky Surveillance) Meteor Shower Portal by SpaceML

cams comets deep-learning-algorithms globe machine-learning meteor-showers shower-number web-portal

Last synced: 01 Apr 2025

https://github.com/bkataru/galaxy-classifier

A image classifier that classifies whether a galaxy is spiral, elliptical, or irregular. Built using Tensorflow v2 and Google's inception v3 model.

astrometry astronomical-algorithms astronomical-images astronomy astrophotography astrophysics classification classification-model deep-learning deep-learning-algorithms deep-neural-networks inception inceptionv3 machine-learning machine-learning-algorithms retraining transfer-learning

Last synced: 05 Apr 2025

https://github.com/lamm-mit/graphgeneration

GraphGeneration: Modeling and design of hierarchical bio-inspired de novo spider web structures using deep learning and additive manufacturing

autoregressive bioinspired deep-learning deep-learning-algorithms generative-ai generative-diffusion-model hierarchical-materials language-model materials-by-design multiscale-modeling transformer

Last synced: 13 Apr 2025

https://github.com/affromero/emonet

Basic Emotion Recognition using Pytorch

deep-learning deep-learning-algorithms deep-neural-networks emotion emotion-analysis emotion-recognition emotions-recognition facial-expression-recognition facial-expressions facial-recognition pytorch pytorch-cnn

Last synced: 16 Dec 2024

https://github.com/ahammadmejbah/artificial-intelligence-research-and-development-projects

The field of Artificial Intelligence (AI) is a frontier of computer science that focuses on creating systems capable of performing tasks that would typically require human intelligence. This encompasses a wide range of capabilities such as visual perception, speech recognition, decision-making, and language translation.

data-engineering data-science data-visualization database datascience deep-learning deep-learning-algorithms deep-neural-networks deep-reinforcement-learning machine-learning machine-learning-algorithms machine-vision machinelearning

Last synced: 27 Apr 2025

https://github.com/girinchutia/fasterrcnn-torchvision-finetuning

Train Torchvision FasterRCNN model with custom COCO dataset

cnn computer-vision deep-learning deep-learning-algorithms deep-neural-networks evaluation faster-rcnn machine-learning object-detection training vision

Last synced: 23 Nov 2024

https://github.com/cuixing158/deeplearningpractice

Deep learning principle practice, based on MNIST hadwritten digit recognition

algorithm back-forward deep-learning-algorithms deep-learning-tutorial digit-recognition digit-recognition-mnist

Last synced: 02 May 2025

https://github.com/csfelix/ml-algorithms

🌱 Machine and Deep Learning Algorithms Info 🌱

deep-learning deep-learning-algorithms machine-learning machine-learning-algorithms python

Last synced: 28 Apr 2025

https://github.com/ahammadmejbah/glossary-of-artificial-intelligence

A "Glossary of Artificial Intelligence" is a concise reference resource defining key terms, concepts, and terminology related to AI. It provides explanations and definitions to help individuals understand and navigate the field of artificial intelligence, making it a valuable tool for both beginners and experts in the AI domain.

artificial-intelligence data data-science deep-learning deep-learning-algorithms detection image-processing machine-learning python

Last synced: 27 Apr 2025

https://github.com/nico-curti/data-analysis

Data Analysis Utilities (from Statistics to Machine Learning)

data-analysis deep-learning-algorithms linear-algebra machine-learning-algorithms statistics

Last synced: 13 Jun 2025

https://github.com/shyamsn97/barebones-ai

Machine Learning and Deep Learning algorithms built from scratch

autoencoders clustering deep-learning deep-learning-algorithms hacktoberfest2018 machine-learning-algorithms pca-analysis supervised-learning unsupervised-learning

Last synced: 19 Jun 2025

https://github.com/pegah-ardehkhani/pneumonia-diagnosis-in-chest-x-ray-images

Detect Pneumonia Using Deep Learning Models (CNN and InceptionV3)

cnn data-science deep-learning deep-learning-algorithms deep-learning-healthcare deep-neural-networks healthcare image-classification image-processing lungs machine-learning machine-learning-algorithms pneumonia pneumonia-classification pneumonia-detection pneumonia-diagnosis pneumoniac-xray tensorflow transfer-learning x-ray-images

Last synced: 14 Apr 2025

https://github.com/prabhant/deep-learning-book-notes

Notes of deep learning book by Ian Goodfellow and Yoshua Bengio and Aaron Courville

deep-learning deep-learning-algorithms deep-learning-papers deep-learning-tutorial deep-neural-networks machine-intelligence machine-learning machine-learning-algorithms neural-network

Last synced: 22 Mar 2025

https://github.com/aydinnyunus/guessthepopulation

Guess The Population of Turkey

deep deep-learning deep-learning-algorithms deep-learning-tutorial deep-neural-networks deep-q-network deep-reinforcement-learning deeplearning machine machine-learning machine-learning-algorithms machine-learning-coursera machine-learning-library machine-translation machine-vision machinelearning machinelearning-python population turkey turkiye-nufus-haritasi

Last synced: 10 Jun 2025

https://github.com/furkan-gulsen/iris_predictor_web_app

Iris Predictor with Deep Learning | Web App

deep-learning deep-learning-algorithms deep-learning-models flask flask-application flask-web iris-classification iris-dataset

Last synced: 02 Feb 2025

https://github.com/gabotechs/lazaro

Reinforcement learning framework for implementing custom models on custom environments using state of the art RL algorithms

actor-critic artificial-intelligence deep-learning deep-learning-algorithms deep-q-learning deep-q-learning-network deep-q-network deep-reinforcement-learning ppo reinforcement-learning reinforcement-learning-agent reinforcement-learning-algorithms

Last synced: 14 Apr 2025

https://github.com/ahammadmejbah/deep-learning-interview-questions

Deep learning is a subset of machine learning that uses artificial neural networks to model and solve complex tasks. It excels at tasks like image and speech recognition, natural language processing, and has revolutionized fields like computer vision and language understanding.

deep-learning deep-learning-algorithms deep-neural-networks deep-q-learning deep-q-network deep-reinforcement-learning deeplearning deeplearning-ai interview python python3

Last synced: 27 Apr 2025

https://github.com/haleshot/deep-ml

A platform for deep learning challenges and AI education. Deep-ML is a website dedicated to making deep learning challenges accessible and engaging. It offers a variety of AI-related problems for learners at different skill levels.

algorithms artificial-intelligence deep-learning deep-learning-algorithms deep-neural-networks linear-algebra linear-regression machine-learning machine-learning-algorithms

Last synced: 07 May 2025

https://github.com/noobpk/gemini-web-vuln-detection

Deep Learning - Web Application Vulnerabilities Detection Predict

ai-security convolutional-neural-networks cross-site-scripting deep-learning deep-learning-algorithms docker docker-image long-short-term-memory machine-learning sqlinjection vulnerability-detection web-vulnerability

Last synced: 26 Apr 2025

https://github.com/rpatrik96/lod-wmm-2019

Supplementary code for the paper "Stochastic Weight Matrix-based Regularization Methods for Deep Neural Networks" - an accepted paper of LOD2019

deep-learning deep-learning-algorithms deep-neural-networks generalization overfitting pytorch pytorch-implementation regularization regularization-methods weight-matrix weight-reinitialization weight-shuffling wmm

Last synced: 19 Jun 2025

https://github.com/karan-malik/restrictedboltzmannmachine

Python3 implementation of the Unsupervised Deep Learning Algorithm, Restricted Boltzmann Machine.

artificial-intelligence artificial-neural-networks boltzmann-machines deep-learning deep-learning-algorithms deep-neural-networks numpy numpy-neural-network python python3 pytorch pytorch-implementation restricted-boltzmann-machine torch unsupervised-deep-learning unsupervised-learning unsupervised-learning-algorithms unsupervised-machine-learning

Last synced: 04 Mar 2025

https://github.com/arasgungore/deeplearning.ai-deep-learning

My solutions to the assignments in the Deep Learning Specialization offered by DeepLearning.AI on Coursera.

computer-vision convolutional-neural-network convolutional-neural-networks coursera coursera-assignment coursera-deep-learning coursera-deeplearning coursera-specialization deep-learning deep-learning-algorithms deep-learning-specialization deep-neural-network deep-neural-networks deeplearning deeplearning-ai deeplearningai natural-language-processing neural-network neural-networks sequence-models

Last synced: 09 Mar 2025

https://github.com/ahammadmejbah/supplemental-materials-for-deep-learning-and-ai-specialization-course

The Deep Learning and AI Specialization course offered by aiQuest Intelligence provides a comprehensive program designed to teach cutting-edge artificial intelligence, neural networks, and deep learning techniques. This course is aimed at equipping you with the skills needed to tackle real-world AI challenges.

deep deep-learning deep-learning-algorithms deep-neural-networks deep-reinforcement-learning deeplearning-ai

Last synced: 26 Feb 2025

https://github.com/bilalmehrban/a-novel-framework-for-generating-handwritten-datasets

The performance of deep learning algorithms is highly dependent on the size and diversity of data. However, for handwritten character recognition, dataset creation, segmentation, and labeling are time consuming and laborious tasks and not much researched.

automatic-segmentation deep-learning-algorithms handwritten-character-recognition urdu-numerals-mnist

Last synced: 14 Mar 2025

https://github.com/efecanxrd/lstm-derin-ogrenme-modeli-ile-enerji-tuketimi-tahmini

Derin modelleme için kullanılan paketler TensorFlow ve Keras'tır. Python ile Hollanda'nın ileride kullanabileceği tahmini! enerji tüketimini hesapladık.

deep-learning deep-learning-algorithms deep-neural-networks deeplearning keras plotly python tensorflow

Last synced: 05 Mar 2025

https://github.com/fardinhash/ml-dl-algorithms-implementation

Here you'll find the required dependencies, structures, implementation for individual Algorithms. Have fun!

algorithm-analysis algorithms algorithms-implemented deep-learning deep-learning-algorithms deeplearning dl dl-algorithm machine-learning machine-learning-algorithms machinelearning ml ml-algorithms

Last synced: 04 Mar 2025

https://github.com/muqsitnawaz/deepcoin

Cryptocurrency that uses ML Training as Proof-of-Work

blockchain deep-learning-algorithms python

Last synced: 14 Mar 2025

https://github.com/abhisaphire/natural-language-processing

Machine Learning Algorithms, Natural Language Processing Models and best practices

abhisaphire association-rules deep-learning deep-learning-algorithms machine-learning-algorithms nlp nlp-machine-learning reinforcement-learning-algorithms

Last synced: 27 Feb 2025

https://github.com/michaelradu/tinytensor

⚡TinyTensor is a lightweight open-source deep learning library built from scratch in Python, inspired by Joel Grus' approach.

ai deep-learning deep-learning-algorithms deep-neural-networks deep-reinforcement-learning deeplearning deeplearning-ai machine-learning machine-learning-algorithms machine-learning-library machinelearning-python neural-network python python3

Last synced: 24 Mar 2025

https://github.com/satvikpraveen/fashionmnist-analysis

A comprehensive analysis of the Fashion MNIST dataset using PyTorch. Covers data preparation, EDA, baseline modeling, and fine-tuning CNNs like ResNet. Includes modular folders for data, notebooks, and results. Features CSV exports, visualizations, metrics comparison, and a requirements.txt for easy setup. Ideal for ML workflow exploration.

computer-vision confusion-matrix convolutional-neural-networks deep-learning-algorithms exploratory-data-analysis fashion-mnist-dataset fine-tuning hyperparameter-tuning image-classification jupyter-notebook machine-learning-algorithms matplotlib-pyplot model-evaluation numpy pandas pytorch resnet-18 scikit-learn seaborn vgg

Last synced: 22 Apr 2025

https://github.com/sweetpand/deep_learning_

practice

deep-learning-algorithms deep-reinforcement-learning deeplearning-ai dnn

Last synced: 27 Feb 2025

https://github.com/alexhiggins732/sharpdesktopgym

SharpDesktopGym uses CSharp environments for interaction with Python TensorFlow Agents.

csharp deep-learning deep-learning-algorithms deep-learning-tutorial deep-reinforcement-learning machine-learning machine-learning-algorithms openai-gym openai-gym-environments python python3 reinforcement-learning reinforcement-learning-agent reinforcement-learning-environments tensoflow2-gpu tensorflow tensorflow-agents tensorflow-examples tensorflow-tutorials tensorflow2

Last synced: 07 Apr 2025

https://github.com/hashim21223445/andoka-now-44

android data-science data-science-notebook data-science-projects data-science-projects-in-python database deep-learning deep-learning-algorithms django django-application docker docker-compose firebase firebase-auth git github github-actions github-config machine-learning spring-boot

Last synced: 11 Mar 2025

https://github.com/jmaczan/deep-learning-pytorch

Deep Learning architectures implemented in PyTorch Lightning

alexnet artificial-intelligence cnn deep-learning deep-learning-algorithms deep-learning-architectures educational lenet machine-learning pytorch pytorch-lightning

Last synced: 18 Feb 2025

https://github.com/whatheheckisthis/save-a-life

Transforming road safety with advanced statistical analysis and modeling. Join us in revolutionizing driver assistance systems!

data-science data-structures deep-learning-algorithms driving keras machine-learning-algorithms tensorflow

Last synced: 12 Mar 2025

https://github.com/1coxy57/simpleclassifier

Rest API for classifying images based on pre-trained models or your own models using YOLO

classifier deep-learning deep-learning-algorithms deep-learning-framework model yolo

Last synced: 17 Mar 2025

https://github.com/amogh7joshi/machine-learning-research

Research and implementations of machine learning algorithms and constructs, and deep learning models.

deep-learning deep-learning-algorithms machine-learning neural-network research

Last synced: 22 Feb 2025

https://github.com/ahammadmejbah/the-90-day-pytorch-mastery-roadmap

Embark on a 90-day journey to master PyTorch! From tensor basics to advanced deep learning, each day offers lessons, hands-on exercises, and curated resources. Gain practical skills to confidently build, train, and deploy models across diverse applications.

ai artificial-intelligence data-engineering data-science data-visualization deep-learning deep-learning-algorithms deep-neural-networks python python-3 pytorch pytorch-cnn pytorch-gan pytorch-implementation pytorch-nlp pytorch-tutorial

Last synced: 14 Apr 2025

https://github.com/mainakverse/stockbunker

Practice Time Series Analysis practices on Stock Market data and get an exposure into trading

data-science deep-learning-algorithms machine-learning-algorithms stock-market stock-price-prediction streamlit-webapp time-series time-series-forecasting

Last synced: 25 Feb 2025

https://github.com/faizantkhan/deep-learning

Unlock deep learning's secrets! Dive into fundamentals, master advanced techniques, and ignite creativity with hands-on projects. Join a vibrant community, push boundaries, and unleash AI's full potential. Begin your journey now!

advanced-programming ai aiml beginner-friendly deep-learning deep-learning-algorithms deep-learning-tutorial deep-neural-networks deep-reinforcement-learning deeplearning keras-tensorflow machine-learning-algorithms machinelearning-python neural-networks open-source opencv python python-library tensorflow yolo

Last synced: 05 Mar 2025

https://github.com/iambijoykar/amber

Amber is a custom made Neural Network library written in Python.

ai deep-learning deep-learning-algorithms deeplearning-ai machine-learning neural-network neural-networks python python3

Last synced: 08 Apr 2025

https://github.com/silky1708/deep-learning

Deep Learning frameworks and models

deep-learning-algorithms

Last synced: 25 Mar 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: 01 Mar 2025

https://github.com/bhattbhavesh91/zero-weight-neural-network-demo

Why don't we initialize the weights of a neural network to zero?

deep-learning deep-learning-algorithms neural-network weight-initialization

Last synced: 09 Mar 2025

https://github.com/ahammadmejbah/fundamental-concepts-and-architectures-of-neural-network

Neural Networks are a set of algorithms, modeled loosely after the human brain, designed to recognize patterns. They interpret sensory data through a kind of machine perception, labeling, and clustering of raw input.

deep-learning deep-learning-algorithms deep-neural-networks deep-reinforcement-learning

Last synced: 26 Feb 2025

https://github.com/pratanup/bank-customer-churn

A prediction model based on ML as well as DL and compare their performances to find Churned Customers

adaboost-classifier ann churn-prediction data-analysis data-visualization decision-tree-classifier deep-learning deep-learning-algorithms gaussian-naive-bayes-classification gradient-boosting-classifier k-nearest-neighbours logistic-regression machine-learning machine-learning-algorithms random-forest-classifier svc svm-classifier xgboost-classifier

Last synced: 20 Feb 2025

https://github.com/m-esmat/deep-learning

deep-learning-algorithms deep-neural-networks image-classification keras matplotlib numpy python tensorflow2

Last synced: 06 Apr 2025

https://github.com/k-karna/fake_news_detection_study

submitted with MSc dissertation 2020-2021 session

deep-learning-algorithms fake-news machine-learning-algorithms python

Last synced: 10 Jun 2025

https://github.com/chaitanyak77/churn_prediction_ann

This repository contains a comprehensive Python script for building and training an Artificial Neural Network (ANN) model to predict customer churn using customer data. The code includes extensive data preprocessing steps, such as scaling, one-hot encoding, and visualization, to ensure the model's accuracy and effectiveness.

artificial-neural-network datapreprocessing deep-learning-algorithms visualizations

Last synced: 06 Mar 2025

https://github.com/eeyribas/deeplearning-classifier

Contains applications related to Deep Learning Classification. The two applications perform classification using different trained models.

cat cat-dog-classification cat-dog-classifier classification classification-algorithm classification-model classifier deep-learning deep-learning-algorithms deep-neural-networks deeplearning dog pycharm pycharm-2024 pycharm-community python python-3 python-3-12 python-programming python-project

Last synced: 02 Apr 2025

https://github.com/abdelrahman-elshahed/financial_news_sentiment_analysis_ranking

A deep learning-powered platform that analyzes sentiment in financial news articles, ranks them by importance, and delivers actionable insights through an interactive dashboard to inform investment decisions.

bert-embeddings deep-learning-algorithms docker-image fastapi mlflow mlops natural-language-processing postman-api restful-api sentiment-analysis streamlit