deep-learning-algorithms | Topic

Topic: "deep-learning-algorithms"

richzhang/colorization

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

Language: Python - Size: 174 MB - Last synced at: 10 days ago - Pushed at: over 1 year ago - Stars: 3,422 - Forks: 928

junyanz/interactive-deep-colorization

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

Language: Python - Size: 11.6 MB - Last synced at: 10 days ago - Pushed at: almost 3 years ago - Stars: 2,703 - Forks: 449

neuralmagic/sparseml

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

Language: Python - Size: 261 MB - Last synced at: 11 days ago - Pushed at: 15 days ago - Stars: 2,136 - Forks: 156

xiaohu2015/DeepLearning_tutorials

The deeplearning algorithms implemented by tensorflow

Language: Jupyter Notebook - Size: 11.5 MB - Last synced at: 16 days ago - Pushed at: over 6 years ago - Stars: 1,834 - Forks: 772

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

Language: Jupyter Notebook - Size: 576 MB - Last synced at: 8 days ago - Pushed at: over 4 years ago - Stars: 1,388 - Forks: 302

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

Size: 333 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 949 - Forks: 233

bansalkanav/Ultimate-Data-Science-Toolkit---From-Python-Basics-to-GenerativeAI

Language: Jupyter Notebook - Size: 564 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 918 - Forks: 298

oeway/pytorch-deform-conv 📦

PyTorch implementation of Deformable Convolution

Language: Python - Size: 1.49 MB - Last synced at: 2 months ago - Pushed at: almost 4 years ago - Stars: 911 - Forks: 150

sudharsan13296/Hands-On-Reinforcement-Learning-With-Python

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

Language: Jupyter Notebook - Size: 41.9 MB - Last synced at: 15 days ago - Pushed at: over 4 years ago - Stars: 852 - Forks: 323

umbertogriffo/Predictive-Maintenance-using-LSTM

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

Language: Python - Size: 8.02 MB - Last synced at: 15 days ago - Pushed at: over 1 year ago - Stars: 683 - Forks: 243

ShahariarRabby/deeplearning.ai

deeplearning.ai , By Andrew Ng, All video link

Size: 547 MB - Last synced at: 6 months ago - Pushed at: about 7 years ago - Stars: 648 - Forks: 378

MishaLaskin/curl

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

Language: Python - Size: 2.16 MB - Last synced at: 7 days ago - Pushed at: over 4 years ago - Stars: 591 - Forks: 87

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)

Language: Python - Size: 3.44 MB - Last synced at: 14 days ago - Pushed at: almost 4 years ago - Stars: 557 - Forks: 173

maykulkarni/Machine-Learning-Notebooks

Machine Learning notebooks for refreshing concepts.

Language: Jupyter Notebook - Size: 13.2 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 420 - Forks: 218

MishaLaskin/rad

RAD: Reinforcement Learning with Augmented Data

Language: Jupyter Notebook - Size: 2.63 MB - Last synced at: 13 days ago - Pushed at: about 4 years ago - Stars: 410 - Forks: 71

neuralmagic/sparsezoo

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

Language: Python - Size: 1.33 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 386 - Forks: 28

idreesshaikh/Autonomous-Driving-in-Carla-using-Deep-Reinforcement-Learning

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

Language: Python - Size: 773 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 376 - Forks: 70

Nyandwi/ModernConvNets

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

Language: Jupyter Notebook - Size: 60.3 MB - Last synced at: 19 days ago - Pushed at: over 2 years ago - Stars: 347 - Forks: 43

bat67/awesome-deep-learning-and-machine-learning-questions

【不定期更新】收集整理的一些网站中（如知乎、Quora、Reddit、Stack Exchange等）与深度学习、机器学习、强化学习、数据科学相关的有价值的问题

Size: 165 KB - Last synced at: about 1 month ago - Pushed at: about 6 years ago - Stars: 317 - Forks: 53

Sahith02/machine-learning-algorithms

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

Language: Python - Size: 13.7 KB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 312 - Forks: 43

rinuboney/ladder

Ladder network is a deep learning algorithm that combines supervised and unsupervised learning.

Language: Python - Size: 16.6 KB - Last synced at: over 1 year ago - Pushed at: about 8 years ago - Stars: 241 - Forks: 92

chaoming0625/NumpyDL

Deep Learning Library. For education. Based on pure Numpy. Support CNN, RNN, LSTM, GRU etc.

Language: Python - Size: 23.9 MB - Last synced at: 23 days ago - Pushed at: about 4 years ago - Stars: 236 - Forks: 68

dcmocanu/sparse-evolutionary-artificial-neural-networks

Always sparse. Never dense. But never say never. A Sparse Training repository for the Adaptive Sparse Connectivity concept and its algorithmic instantiation, i.e. Sparse Evolutionary Training, to boost Deep Learning scalability on various aspects (e.g. memory and computational time efficiency, representation and generalization power).

Language: Python - Size: 67 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 228 - Forks: 65

benedekrozemberczki/SEAL-CI

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

Language: Python - Size: 5.08 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 211 - Forks: 43

albert100121/360SD-Net

Pytorch implementation of ICRA 2020 paper "360° Stereo Depth Estimation with Learnable Cost Volume"

Language: Python - Size: 87.7 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 160 - Forks: 32

josedolz/LiviaNET

This repository contains the code of LiviaNET, a 3D fully convolutional neural network that was employed in our work: "3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study"

Language: Python - Size: 12.1 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 160 - Forks: 52

comet-ml/comet-examples

Examples of Machine Learning code using Comet.ml

Language: Jupyter Notebook - Size: 29.7 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 159 - Forks: 62

tariqdaouda/Mariana

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

Language: JavaScript - Size: 24.7 MB - Last synced at: about 2 months ago - Pushed at: about 7 years ago - Stars: 149 - Forks: 31

kyegomez/the-compiler

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

Language: Python - Size: 10.4 MB - Last synced at: 19 days ago - Pushed at: almost 2 years ago - Stars: 144 - Forks: 16

josedolz/HyperDenseNet

This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.

Language: Python - Size: 820 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 144 - Forks: 41

digantamisra98/Echo

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

Language: Python - Size: 8.33 MB - Last synced at: 19 days ago - Pushed at: over 1 year ago - Stars: 136 - Forks: 28

NewT123-WM/tnlearn

A Python package that uses task-based neurons to build neural networks.

Language: Python - Size: 10.7 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 133 - Forks: 3

LoraLinH/Boosting-Crowd-Counting-via-Multifaceted-Attention

Official Implement of CVPR 2022 paper 'Boosting Crowd Counting via Multifaceted Attention'

Language: Python - Size: 189 KB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 115 - Forks: 20

ili3p/HORD

Efficient Hyperparameter Optimization of Deep Learning Algorithms Using Deterministic RBF Surrogates

Language: Python - Size: 1.51 MB - Last synced at: about 1 month ago - Pushed at: almost 8 years ago - Stars: 115 - Forks: 22

microsoft/petridishnn

Code for the neural architecture search methods contained in the paper Efficient Forward Neural Architecture Search

Language: Python - Size: 481 KB - Last synced at: 3 days ago - Pushed at: almost 2 years ago - Stars: 110 - Forks: 22

Ceruleanacg/Reinforcement-Learning

🤖 Implements of Reinforcement Learning algorithms.

Language: Python - Size: 60.5 KB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 110 - Forks: 16

PacktPublishing/Hands-On-Deep-Learning-Algorithms-with-Python

Hands-On Deep Learning Algorithms with Python, By Packt

Language: Jupyter Notebook - Size: 80.4 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 106 - Forks: 75

mikevoets/jama16-retina-replication

JAMA 2016; 316(22) Replication Study

Language: Python - Size: 651 KB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 106 - Forks: 37

duyongan/sunstreaker

以jax为后端的类似keras的框架

Language: Python - Size: 499 KB - Last synced at: about 18 hours ago - Pushed at: over 2 years ago - Stars: 98 - Forks: 3

dmonn/dcgan-oreilly

Notebook for O'Reilly's "Deep Convolutional Generative Adversarial Networks"

Language: Jupyter Notebook - Size: 1.45 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 91 - Forks: 56

arnaldog12/Deep-Learning

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

Language: Jupyter Notebook - Size: 31 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 84 - Forks: 45

bi-graph/Bigraph

Bipartite-network link prediction in Python

Language: Python - Size: 6.12 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 84 - Forks: 21

bcaine/learned_indices

A C++11 implementation of the B-Tree part of "The Case for Learned Index Structures"

Language: C++ - Size: 72.3 KB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 76 - Forks: 17

pawangeek/Pytorch-In-Real-Life

Contains real-life example that can be solved by pytorch

Language: Jupyter Notebook - Size: 43 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 67 - Forks: 41

wzhlearning/fNIRS-Transformer

Transformer-based fNIRS Classification. Paper: Transformer Model for Functional Near-Infrared Spectroscopy Classification

Language: Python - Size: 150 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 63 - Forks: 3

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.

Language: MATLAB - Size: 14.9 MB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 53 - Forks: 3

sylvaticus/SPMLJ

Introduction to Scientific Programming and Machine Learning with Julia

Language: Julia - Size: 53.7 MB - Last synced at: about 2 months ago - Pushed at: 9 months ago - Stars: 51 - Forks: 7

younggyoseo/CaDM

CaDM: Context-aware Dynamics Model for Generalization in Model-based Reinforcement Learning

Language: Python - Size: 79.1 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 50 - Forks: 6

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

Language: Python - Size: 41 MB - Last synced at: 6 months ago - Pushed at: almost 8 years ago - Stars: 48 - Forks: 19

dsmlr/Car-Parts-Segmentation

Car parts dataset for object detection and semantic segmentation tasks, provided by DSMLR lab, IT-KMITL.

Language: Jupyter Notebook - Size: 23.8 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 47 - Forks: 14

aydinnyunus/Machine-Learning

Machine Learning (Easy to Hard step by step)

Language: Jupyter Notebook - Size: 1.31 MB - Last synced at: about 2 months ago - Pushed at: about 5 years ago - Stars: 44 - Forks: 7

Ramaseshanr/anlp

Contains demo codes for the course Applied Natural Language Processing

Language: Jupyter Notebook - Size: 8.7 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 39 - Forks: 57

Jayshah6699/datascience-mashup

In this repo I will try to gather all of the projects related to data science with clean datasets and high accuracy models to solve real world problems.

Language: Jupyter Notebook - Size: 562 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 38 - Forks: 50

hiyouga/AMP-Regularizer

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

Language: Python - Size: 97.7 KB - Last synced at: 2 months ago - Pushed at: about 4 years ago - Stars: 36 - Forks: 9

deepakkumar1984/sia-cog

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

Language: Python - Size: 6.67 MB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 34 - Forks: 23

Sergeydigl3/pepe-nude-colab

Google colab scene

Language: Jupyter Notebook - Size: 1.92 MB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 32 - Forks: 21

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.

Language: Python - Size: 495 KB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 29 - Forks: 2

TirendazAcademy/Deep-Learning-with-TensorFlow

Deep Learning with TensorFlow

Language: Jupyter Notebook - Size: 23.8 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 29 - Forks: 10

huanlui/chord-suggester

ChordSuggester is a computer-aided musical composition system. Given a set of input chors, it suggest the next one. It has been trained using an LSTM Neural Network

Language: Jupyter Notebook - Size: 106 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 29 - Forks: 8

LowLevelAI/ECMamba

Official implementation of ECMamba, which is accpeted by NeurIPS 2024.

Language: Python - Size: 8.65 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 28 - Forks: 1

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!

Size: 690 KB - Last synced at: 24 days ago - Pushed at: almost 5 years ago - Stars: 26 - Forks: 5

umbertogriffo/Minimalistic-Multiple-Layer-Neural-Network-from-Scratch-in-Python

Minimalistic Multiple Layer Neural Network from Scratch in Python.

Language: Python - Size: 805 KB - Last synced at: 22 days ago - Pushed at: over 7 years ago - Stars: 26 - Forks: 10

manantomar/Mirror-Descent-Policy-Optimization

Mirror Descent Policy Optimization

Language: Python - Size: 44.9 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 25 - Forks: 3

PyPatel/Course-Notes-Deep-Learning-by-Andrew-NG-on-Coursera

Hand Written course notes of Deep Learning Specialization by Andrew NG on Coursera

Size: 36.7 MB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 25 - Forks: 27

omerbsezer/AIMap 📦

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

Size: 41 KB - Last synced at: about 1 month ago - Pushed at: almost 7 years ago - Stars: 24 - Forks: 5

Sai-Venky/Trackjectory

Tracking and Trajectory Prediction

Language: Python - Size: 18 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 23 - Forks: 8

chaineypung/MMNet-for-Alzheimer-Classification-using-sMRI

5th Place Solution to HUAWEI PRCV Challenge 2021 Alzheimer's Disease Classification Task

Language: Python - Size: 459 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 22 - Forks: 1

ElizaLo/Deep-Learning

Implementation of Deep Learning Algorithms and useful information (courses, books, videos, etc.)

Size: 146 KB - Last synced at: 26 days ago - Pushed at: over 3 years ago - Stars: 21 - Forks: 3

NirmalSilwal/Deep-Learning

It contains the coursework and the practice I have done while learning Deep Learning.🚀 👨‍💻💥 🚩🌈

Language: Jupyter Notebook - Size: 28 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 21 - Forks: 2

Furkan-Gulsen/Recognize-Handwritten-Digits

Recognize Handwritten Digits - A Simple Web App

Language: Jupyter Notebook - Size: 4.71 MB - Last synced at: about 2 months ago - Pushed at: almost 5 years ago - Stars: 21 - Forks: 5

E1eveNn/shinnosuke

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

Language: Python - Size: 246 KB - Last synced at: 22 days ago - Pushed at: about 5 years ago - Stars: 21 - Forks: 0

adityashrm21/Deep-Learning-Algorithms-Implementation

Implementations of (Deep Learning + Machine Learning) Algorithms

Language: Jupyter Notebook - Size: 129 KB - Last synced at: about 1 month ago - Pushed at: over 6 years ago - Stars: 21 - Forks: 13

emirhanai/Emotion-Prediction-with-Quantum5-Neural-Network-AI-Machine-Learning

Emotion Prediction with Semi Supervised Learning of Machine Learning Software with RC Algorithm - By Emirhan BULUT Emotion-Prediction-with-Quantum5-Neural-Network-AI-Machine-Learning

Language: Jupyter Notebook - Size: 2.39 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 20 - Forks: 4

vishnukanduri/Air-quality-index-prediction-using-LSTM

I predict air quality index of a city in China using a Long Short Term Memory (LSTM) neural network. for a year. Executed time series analysis

Language: Jupyter Notebook - Size: 8.06 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 20 - Forks: 10

hummat/saliency

PyTorch implementation of 'Vanilla' Gradient, Grad-CAM, Guided backprop, Integrated Gradients and their SmoothGrad variants.

Language: Jupyter Notebook - Size: 9.83 MB - Last synced at: 1 day ago - Pushed at: 6 months ago - Stars: 19 - Forks: 3

Arko98/Gradient-Descent-Algorithms

A collection of various gradient descent algorithms implemented in Python from scratch

Language: Python - Size: 1.02 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 19 - Forks: 12

GirinChutia/FasterRCNN-Torchvision-FineTuning

Train Torchvision FasterRCNN model with custom COCO dataset

Language: Jupyter Notebook - Size: 2.83 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 18 - Forks: 4

04RR/SOTA-Vision

Implementation of various state of the art architectures used in computer vision.

Language: Python - Size: 740 KB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 18 - Forks: 8

xternalz/SDPoint

Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks

Language: Python - Size: 10.7 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 18 - Forks: 4

manuparra/Time-series---state-of-the-art Fork of FrancisArgnR/Time-series---deep-learning---state-of-the-art

State of the art on DeepLearn and Time Series

Size: 7.81 KB - Last synced at: almost 2 years ago - Pushed at: about 8 years ago - Stars: 18 - Forks: 6

Smart-Safety-Ocean/HAAR_DeepModel

Detects the abnormal behaviors of passengers on a ship so we can prevent accidents from occurring

Language: Python - Size: 1.27 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 17 - Forks: 13

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.

Language: Jupyter Notebook - Size: 1.79 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 17 - Forks: 2

Jimut123/CAPTCHA

CAPTCHA project for Machine Learning Course https://arxiv.org/pdf/2006.11373.pdf

Language: Jupyter Notebook - Size: 613 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 17 - Forks: 4

sid321axn/Stock-Price-Prediction-LSTM

In this project, I have tried to predict the stock price of Microsoft using LSTM

Language: Jupyter Notebook - Size: 268 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 16 - Forks: 16

Amritpal-001/Stock-price-predicition

Predicting opening price, closing price - all in Jupyter Notebooks

Language: Jupyter Notebook - Size: 70.5 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 15 - Forks: 4

lmingyin/HOI-RT

This is the repo for an open project named detecting human object interactions in real-time

Language: C - Size: 6.69 MB - Last synced at: about 1 year ago - Pushed at: almost 7 years ago - Stars: 15 - Forks: 3

Sirichandana7/Virtual-try-on-trial-clothes

One of the key features of this web application is its virtual try-on feature, which allows users to see how different clothing items would look on them. This feature eliminates the need for users to physically try on clothes in a store, making the shopping experience more convenient and efficient.

Language: Python - Size: 80.1 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 14 - Forks: 4

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.

Language: Jupyter Notebook - Size: 51.3 MB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 14 - Forks: 8

sharmi1206/covid-19-analysis

Covid-19 India's statewide analysis with census data 2011 and Kaggle data

Language: Jupyter Notebook - Size: 14.2 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 14 - Forks: 13

dennishnf/intro-to-deep-learning

Introductory concepts of Deep Learning and practical examples on Google Colab

Language: Jupyter Notebook - Size: 21.8 MB - Last synced at: 2 months ago - Pushed at: about 4 years ago - Stars: 13 - Forks: 4

Abhishekmamidi123/NLP

This repository contains Sentiment Classification, Word Level Text Generation, Character Level Text Generation and other important codes/notes on NLP. Python and Keras are used for implementation.

Language: Python - Size: 16.3 MB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 13 - Forks: 5

mike-gimelfarb/cascade-correlation-neural-networks

A general framework for cascade correlation architectures in Python with wrappers to keras, tensorflow and sklearn

Language: Python - Size: 833 KB - Last synced at: 24 days ago - Pushed at: 5 months ago - Stars: 12 - Forks: 4

Arech/nntl 📦

Neural Networks Templates Library

Language: C++ - Size: 2.57 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 12 - Forks: 1

vzhomeexperiments/R_selflearning

Developing self learning robot

Language: R - Size: 89 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 12 - Forks: 35

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

Language: Jupyter Notebook - Size: 53 MB - Last synced at: 2 months ago - Pushed at: about 6 years ago - Stars: 12 - Forks: 14