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The Top 31 Deep Learning Algorithms Open Source Projects

Categories > Machine Learning > Deep Learning Algorithms
Colorization ⭐ 2,670
Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.
Interactive Deep Colorization ⭐ 2,403
Deep learning software for colorizing black and white images with a few clicks.
Deeplearning_tutorials ⭐ 1,508
The deeplearning algorithms implemented by tensorflow
My Journey In The Data Science World ⭐ 1,175
📢 Ready to learn or review your knowledge!
Pytorch Deform Conv ⭐ 865
PyTorch implementation of Deformable Convolution
Image Text Localization Recognition ⭐ 820
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
Hands On Reinforcement Learning With Python ⭐ 685
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
Sparseml ⭐ 652
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
Deeplearning.ai ⭐ 627
deeplearning.ai , By Andrew Ng, All video link
Pytorch Tutorials Examples And Books ⭐ 381
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
Curl ⭐ 380
CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning
Predictive Maintenance Using Lstm ⭐ 379
Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.
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)
Rad ⭐ 297
RAD: Reinforcement Learning with Augmented Data
Ladder ⭐ 244
Ladder network is a deep learning algorithm that combines supervised and unsupervised learning.
Machine Learning Notebooks ⭐ 238
Machine Learning notebooks for refreshing concepts.
Awesome Deep Learning And Machine Learning Questions ⭐ 219
【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
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).
Numpydl ⭐ 185
Deep Learning Library. For education. Based on pure Numpy. Support CNN, RNN, LSTM, GRU etc.
Seal Ci ⭐ 178
A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
Mariana ⭐ 151
The Cutest Deep Learning Framework which is also a wonderful Declarative Language
Livianet ⭐ 148
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"
Echo ⭐ 131
Python package containing all custom layers used in Neural Networks (Compatible with PyTorch, TensorFlow and MegEngine)
Hyperdensenet ⭐ 127
This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.
Petridishnn ⭐ 112
Code for the neural architecture search methods contained in the paper Efficient Forward Neural Architecture Search
360sd Net ⭐ 110
Pytorch implementation of ICRA 2020 paper "360° Stereo Depth Estimation with Learnable Cost Volume"
Machine Learning Algorithms ⭐ 108
A curated list of almost all machine learning algorithms and deep learning algorithms grouped by category.
Reinforcement Learning ⭐ 104
🤖 Implements of Reinforcement Learning algorithms.
Hord ⭐ 101
Efficient Hyperparameter Optimization of Deep Learning Algorithms Using Deterministic RBF Surrogates
Deeplearning ⭐ 49
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
Letslearnai.github.io ⭐ 33
Lets Learn AI
1-31 of 31 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210