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The Top 123 Deep Learning Algorithms Open Source Projects

Categories > Machine Learning > Deep Learning Algorithms
Colorization ⭐ 2,689
Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.
most recent commit a year ago
Interactive Deep Colorization ⭐ 2,520
Deep learning software for colorizing black and white images with a few clicks.
most recent commit 2 months ago
Sparseml ⭐ 1,308
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
dependent packages 4total releases 21most recent commit a day agopypi sparseml} Downloads
Deeplearning_tutorials ⭐ 1,216
The deeplearning algorithms implemented by tensorflow
most recent commit 4 years ago
Image Text Localization Recognition ⭐ 883
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
most recent commit 2 months ago
Pytorch Deform Conv ⭐ 866
PyTorch implementation of Deformable Convolution
most recent commit a year ago
Deeplearning.ai ⭐ 617
deeplearning.ai , By Andrew Ng, All video link
most recent commit 5 years ago
Hands On Reinforcement Learning With Python ⭐ 596
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
most recent commit 2 years ago
Fire Detection Cnn ⭐ 376
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)
most recent commit a year ago
Predictive Maintenance Using Lstm ⭐ 324
Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.
most recent commit 2 years ago
Pytorch Tutorials Examples And Books ⭐ 316
PyTorch1.x tutorials, examples and some books I found 【不定期更新】整理的PyTorch 1.x 最新版教程、例子和书籍
most recent commit 2 years ago
Machine_learning_and_deep_learning ⭐ 312
most recent commit 3 days ago
Modernconvnets ⭐ 291
Revisions and implementations of modern Convolutional Neural Networks architectures in TensorFlow and Keras
most recent commit 2 months ago
Curl ⭐ 280
CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning
most recent commit 2 years ago
Rad ⭐ 273
RAD: Reinforcement Learning with Augmented Data
most recent commit a year ago
Machine Learning Notebooks ⭐ 241
Machine Learning notebooks for refreshing concepts.
most recent commit a year ago
Sparsezoo ⭐ 227
Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes
dependent packages 6total releases 17most recent commit 7 days agopypi sparsezoo} Downloads
Seal Ci ⭐ 200
A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
most recent commit 7 days ago
Sparse Evolutionary Artificial Neural Networks ⭐ 187
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).
most recent commit a year ago
Awesome Deep Learning And Machine Learning Questions ⭐ 177
【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
most recent commit 3 years ago
Numpydl ⭐ 171
Deep Learning Library. For education. Based on pure Numpy. Support CNN, RNN, LSTM, GRU etc.
most recent commit a year ago
Mariana ⭐ 151
The Cutest Deep Learning Framework which is also a wonderful Declarative Language
most recent commit 4 years ago
Livianet ⭐ 133
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"
most recent commit 3 years ago
Echo ⭐ 130
Python package containing all custom layers used in Neural Networks (Compatible with PyTorch, TensorFlow and MegEngine)
total releases 2most recent commit a year ago
Machine Learning Algorithms ⭐ 107
A curated list of almost all machine learning algorithms and deep learning algorithms grouped by category.
most recent commit 2 years ago
Hyperdensenet ⭐ 106
This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.
most recent commit 3 years ago
Petridishnn ⭐ 106
Code for the neural architecture search methods contained in the paper Efficient Forward Neural Architecture Search
most recent commit 2 years ago
Comet Examples ⭐ 100
Examples of Machine Learning code using Comet.ml
most recent commit 18 days ago
Reinforcement Learning ⭐ 95
🤖 Implements of Reinforcement Learning algorithms.
most recent commit 4 years ago
Hord ⭐ 91
Efficient Hyperparameter Optimization of Deep Learning Algorithms Using Deterministic RBF Surrogates
most recent commit 5 years ago
Dcgan Oreilly ⭐ 84
Notebook for O'Reilly's "Deep Convolutional Generative Adversarial Networks"
most recent commit 5 years ago
Hands On Deep Learning Algorithms With Python ⭐ 80
Hands-On Deep Learning Algorithms with Python, By Packt
most recent commit 3 months ago
Deep Learning ⭐ 78
Study and implementation about deep learning models, architectures, applications and frameworks
most recent commit 5 months ago
Jama16 Retina Replication ⭐ 75
JAMA 2016; 316(22) Replication Study
most recent commit 3 years ago
Artificial Intelligence And Machine Learning ⭐ 72
A repository for implementation of artificial intelligence algorithm which includes machine learning and deep learning algorithm as well as classical AI search algorithm
most recent commit a year ago
360sd Net ⭐ 68
Pytorch implementation of ICRA 2020 paper "360° Stereo Depth Estimation with Learnable Cost Volume"
most recent commit 2 years ago
Bigraph ⭐ 67
Bipartite-network link prediction in Python
total releases 6most recent commit 4 months ago
Pytorch In Real Life ⭐ 60
Contains real-life example that can be solved by pytorch
most recent commit a year ago
Learned_indices ⭐ 53
A C++11 implementation of the B-Tree part of "The Case for Learned Index Structures"
most recent commit 5 years ago
Car Parts Segmentation ⭐ 37
Car parts dataset for object detection and semantic segmentation tasks, provided by DSMLR lab, IT-KMITL.
most recent commit a month ago
Sia Cog ⭐ 35
Various cognitive api for machine learning, vision, language intent alalysis. Covers traditional as well as deep learning model design and training.
most recent commit 5 years ago
Nlp Guide ⭐ 28
Natural Language Processing (NLP)
most recent commit 4 months ago
Datascience Mashup ⭐ 25
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.
most recent commit 2 years ago
Amp Regularizer ⭐ 25
Code for our paper "Regularizing Neural Networks via Adversarial Model Perturbation", CVPR2021
most recent commit a year ago
Super Resolution Srdpns Tensorflow ⭐ 22
My implementaion of super-resolution based on dual-path networks. It can be used directly to reconstruct your low-resolution image to high-resolution. Also, you can use your dataset to train your networks
most recent commit 4 years ago
Minimalistic Multiple Layer Neural Network From Scratch In Python ⭐ 21
Minimalistic Multiple Layer Neural Network from Scratch in Python.
most recent commit 5 years ago
Shinnosuke ⭐ 20
A keras-like API deep learning framework,realized by Numpy only.Support CNN, RNN, LSTM, Dense, etc.
most recent commit 2 years ago
Mmnet For Alzheimer Classification Using Smri ⭐ 20
5th Place Solution to HUAWEI PRCV Challenge 2021 Alzheimer's Disease Classification Task
most recent commit 8 months ago
Deep Learning ⭐ 19
It contains the coursework and the practice I have done while learning Deep Learning.🚀 👨‍💻💥 🚩🌈
most recent commit 2 years ago
Spmlj ⭐ 18
Introduction to Scientific Programming and Machine Learning with Julia
most recent commit 3 months ago
Hoi Rt ⭐ 15
This is the repo for an open project named detecting human object interactions in real-time
most recent commit 4 years ago
Deep Blueberry ⭐ 14
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!
most recent commit 2 years ago
Sdpoint ⭐ 12
Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks
most recent commit 3 years ago
Deep Learning Algorithms Implementation ⭐ 11
Implementations of (Deep Learning + Machine Learning) Algorithms
most recent commit 4 years ago
Nasaweb ⭐ 10
NASA CAMS (Camera for All Sky Surveillance) Meteor Shower Portal by SpaceML
most recent commit a month ago
Deep.learning.diabetic.retinopathy ⭐ 10
Simplified version implementation of "Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs"
most recent commit 4 years ago
Nntl ⭐ 10
Neural Networks Templates Library
most recent commit a year ago
Captcha ⭐ 10
CAPTCHA project for Machine Learning Course https://arxiv.org/pdf/2006.11373.pdf
most recent commit 7 months ago
Nlp ⭐ 9
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.
most recent commit 4 years ago
Deeplearning Codelab ⭐ 8
DevFest Nantes 2017, The Deep Learning Codelab Repository. Presented on October the 19th from 4:20pm to 6:20pm.
most recent commit 2 years ago
Csci599 Deeplearning ⭐ 8
most recent commit 3 years ago
Sota Vision ⭐ 8
Implementation of various state of the art architectures used in computer vision.
most recent commit a year ago
Deep Learning ⭐ 7
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, soc
most recent commit 2 years ago
Songnet ⭐ 7
A reasonable lyric generator, using GANs
most recent commit 4 years ago
Flying Ml Dl Ai ⭐ 7
Just to keep track of nice blog posts and new announcements related to machine learning, deep learning and artificial intelligence
most recent commit 4 years ago
Autoencoder ⭐ 7
Simple Implementation of AutoEncoder, one type of deep learning algorithm. This is implemented based on Tensorflow.
most recent commit 5 years ago
Machinelearning ⭐ 7
CS446: Machine Learning in Spring 2018, UIUC
most recent commit 3 years ago
Trackjectory ⭐ 7
Tracking and Trajectory Prediction
most recent commit a year ago
Basic Machine Learning Algorithms ⭐ 7
机器学习常用算法、Machine Learning、Deep Learning
most recent commit 3 years ago
R_selflearning ⭐ 6
Developing self learning robot
most recent commit a year ago
Openai Universe Agents ⭐ 6
Deep reinforcement learning agents for OpenAI universe environments
most recent commit 6 years ago
Aimap ⭐ 5
Map of Artificial Intelligence: Classifications, Approaches, Algorithms, Libraries, Tools, State of Art Studies, Awesome Repos, etc..
most recent commit 4 years ago
Deeplearning ⭐ 5
Exercises that I wrote to supplement the Deep Learning (Goodfellow et al.) textbook during my read-through.
most recent commit 5 years ago
Deep_learning_manit ⭐ 5
This repo contains the code of Deep Learning Lab taught at NIT Bhopal (Winter 2k21) M.tech.(AI) https://sites.google.com/view/vsemwal/research/hum
most recent commit a year ago
Upsampling ⭐ 5
Algorithmic solutions to optimize inference for convolution-based image upsampling. Coded for clarity, not speed.
most recent commit a month ago
Deep Learning Distilled ⭐ 5
Notes on some important deep learning topics and paper summaries
most recent commit 2 years ago
Cadm ⭐ 4
CaDM: Context-aware Dynamics Model for Generalization in Model-based Reinforcement Learning
most recent commit 2 years ago
Pytorchcrf ⭐ 4
A work-in-progress repository to develop a stand-alone lightweight CRF Layer in Pytorch
most recent commit 4 years ago
Nlp Done Right ⭐ 3
Common Libraries developed in "PyTorch" for different NLP tasks. Sentiment Analysis, NER, LSTM-CRF, CRF, Semantic Parsing
most recent commit 2 years ago
Xor Gate With Neural Network Using Numpy ⭐ 3
XOR gate which predicts the output using Neural Network 🔥
most recent commit 3 years ago
Deep Learning With Tensorflow ⭐ 3
Deep Learning with TensorFlow Tutorial
most recent commit 9 months ago
Lazaro ⭐ 3
Reinforcement learning framework for implementing custom models on custom environments using state of the art RL algorithms
most recent commit a year ago
Deep Learning ⭐ 3
Implementation of Deep Learning Algorithms and useful information (courses, books, videos, etc.)
most recent commit 9 months ago
Credit Card Fraud Detection ⭐ 3
System to tell apart the transaction was from the real user who owns the credit card or the transaction was from the stolen credit card.
most recent commit a year ago
Deeplearning.ai ⭐ 3
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
most recent commit 4 years ago
Reinforcement Learning ⭐ 3
reinforcement learning algorithms implemented in pytorch
most recent commit 2 years ago
Image_captioning_deeplearning ⭐ 3
This project aims to generate a textual description for images through Neural Networks and NLP, for reducing the time consumed on generated manually.
most recent commit 4 months ago
Cyber Ml Dl 101 ⭐ 3
Repository of all notebooks used in workshop at NII.
most recent commit 3 years ago
Optimization Algorithm ⭐ 2
For learning, visualizing and understanding the optimization techniques and algorithms.
most recent commit 4 months ago
Covid 19 Analysis ⭐ 2
Covid-19 India's statewide analysis with census data 2011 and Kaggle data
most recent commit 2 years ago
Idcbreastcancer_histopathologyimages_deepresiduallearning ⭐ 2
IDC prediction in breast cancer histopathology images using deep residual learning with an accuracy of 99.37% in a subset of images containing a total of 7,500 microscopic images.
most recent commit 3 years ago
Awesomeml Algo Book ⭐ 2
A book where you can find all type definitions and information about ml algorithms. I gather the information from stack overflow,scikit-learn, and other creative commons sources.Contributions welcome.
most recent commit a year ago
Ai City Detection Recognition From Image Emirhan Bulut ⭐ 2
AI City Detection (Recognition) From Image By Emirhan Bulut
most recent commit 6 months ago
Machine Learning A To Z ⭐ 2
Machine Learning A-Z (Udemy)
most recent commit 2 years ago
Deep Learning Algorithms ⭐ 2
Implementation of all basic algorithms needed in Deep Learning
most recent commit 4 years ago
Lstm Derin Ogrenme Modeli Ile Enerji Tuketimi Tahmini ⭐ 2
Derin modelleme için kullanılan paketler TensorFlow ve Keras'tır. Python ile Hollanda'nın ileride kullanabileceği tahmini! enerji tüketimini hesapladık.
most recent commit a year ago
Galaxy Classifier ⭐ 2
A image classifier that classifies whether a galaxy is spiral, elliptical, or irregular. Built using Tensorflow v2 and Google's inception v3 model.
most recent commit 3 years ago
Barebonesai ⭐ 2
Machine Learning and Deep Learning algorithms built from scratch
most recent commit 4 years ago
Pinn ⭐ 2
Open Source C++ Library for Pseudo-inverse Fully Connected Recurrent Neural Networks (from my PhD)
most recent commit 4 years ago
A Novel Framework For Generating Handwritten Datasets ⭐ 1
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.
most recent commit 2 years ago
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