deep-learning-algorithms

There are 20 repositories under deep-learning-algorithms topic.

richzhang / colorization
Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.
caffe colorization automatic-colorization deep-learning deep-learning-algorithms computer-vision
Language:Python 3279
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
Language:Python 2670
sparseml
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
Language:Python 1976
xiaohu2015 / DeepLearning_tutorials
The deeplearning algorithms implemented by tensorflow
tensorflow deep-learning-algorithms cnn dbn deep-learning-tutorial lstm sda mlp rbm
Language:Jupyter Notebook 1803
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
text-recognition text-detection convolutional-neural-networks scene-texts deep-learning ocr text-extraction deep-learning-algorithms machine-learning awesome
939
oeway / pytorch-deform-conv
PyTorch implementation of Deformable Convolution
deep-learning deep-learning-algorithms
Language:Python 906
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
deeplearning pytorch python python3 machine-learning library deep-learning-tutorial deep-learning-algorithms pytorch-tutorials deep-learning learning-pytorch numpy neural-network pytorch-ppt slide
Language:Jupyter Notebook 838
sudharsan13296 / Hands-On-Reinforcement-Learning-With-Python
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
reinforcement-learning deep-reinforcement-learning sarsa q-learning policy-gradients deep-q-network deep-learning-algorithms asynchronous-advantage-actor-critic deep-deterministic-policy-gradient deep-recurrent-q-network double-dqn dueling-dqn hindsight-experience-replay drqn trpo ppo monte-carlo markov-decision-processes policy-gradient openai-gym
Language:Jupyter Notebook 820
bansalkanav / Machine_Learning_and_Deep_Learning
aws cnn data-analysis data-science deep-learning-algorithms flask machine-learning mlflow mlops mongodb pandas-python prefect python3 sklearn-library sql statistics streamlit tutorial-code visualization search-engine
Language:Jupyter Notebook 669
ShahariarRabby / deeplearning.ai
deeplearning.ai , By Andrew Ng, All video link
deep-learning deep-neural-networks deeplearning deep-learning-tutorial deep-learning-algorithms artificial-intelligence artificial-neural-networks convolutional-neural-networks coursera andrew-ng andrew-ng-course
642
umbertogriffo / Predictive-Maintenance-using-LSTM
Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.
deep-learning deep-neural-networks deep-learning-algorithms prediction-model predictive-maintenance lstm lstm-neural-networks timeseries keras keras-tensorflow keras-neural-networks keras-models
Language:Python 592
MishaLaskin / curl
CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning
deep-learning contrastive-loss contrastive-learning contrastive-predictive-coding deep-reinforcement-learning deep-rl reinforcement-learning reinforcement-learning-algorithms curl sac gpu off-policy model-free-rl deep-neural-networks deeplearning deep-q-network deep-q-learning deep-learning-algorithms deeplearning-ai reinforcement-agents
Language:Python 556
fire-detection-cnn
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)
machine-learning computer-vision object-detection fire-detector robot-vision deep-learning deep-neural-networks deep-learning-algorithms convolutional-neural-networks convolutional-networks cnn-for-visual-recognition cnn-architecture tensorflow tensorflow-examples inceptionv1-onfire fire-detection superpixel-segment network-architecture firenet superpixels
Language:Python 524
maykulkarni / Machine-Learning-Notebooks
Machine Learning notebooks for refreshing concepts.
classification-trees clustering-methods data-processing data-science-notebook deep-learning deep-learning-algorithms deep-learning-tutorial dimensionality-reduction machine-learning machine-learning-algorithms machine-learning-tutorials model-evaluation natural-language-processing neural-networks python python-machine-learning regression-models reinforcement-learning
Language:Jupyter Notebook 459
rad
MishaLaskin / rad
RAD: Reinforcement Learning with Augmented Data
reinforcement-learning rl deep-learning data-mujoc dm-control rad data-augmentations codebase model-free off-policy deep-reinforcement-learning deep-neural-networks deep-learning-algorithms deep-q-learning deep-q-network deeplearning-ai soft-actor-critic sac ppo
Language:Jupyter Notebook 397
sparsezoo
neuralmagic / sparsezoo
Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes
sparsification-recipe sparse-quantized-models smaller-models deep-learning-algorithms deep-learning-models computer-vision object-detection-model nlp pruning transfer-learning quantization resnet mobilenet yolo pretrained-models models-optimized
Language:Python 357
ModernConvNets
Nyandwi / ModernConvNets
Revisions and implementations of modern Convolutional Neural Networks architectures in TensorFlow and Keras
convnets deep-learning-algorithms computer-vision tensorflow keras convolutional-neural-networks neural-networks image-classification cnns
Language:Jupyter Notebook 326
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
answers collection collections deep-learning deep-learning-algorithms deep-learning-tutorial deeplearning faq interview machine-learning machine-learning-algorithms machinelearning question-answering questions questions-and-answers quora stackexchange stackoverflow website zhihu
291
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
Language:Python 248
rinuboney / ladder
Ladder network is a deep learning algorithm that combines supervised and unsupervised learning.
ladder-network deep-learning-algorithms unsupervised-learning
Language:Python 241
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).
artificial-neural-networks sparse-neural-networks restricted-boltzmann-machine multi-layer-perceptron deep-learning deep-neural-networks neuroevolution complex-networks evolutionary-algorithms randomization scalability sparsity generative-models classification deep-learning-papers deep-learning-algorithms scalable-deep-learning sparse-training sparse-evolutionary-training adaptive-sparse-connectivity
Language:Python 237
chaoming0625 / NumpyDL
Deep Learning Library. For education. Based on pure Numpy. Support CNN, RNN, LSTM, GRU etc.
deep-learning deep-learning-algorithms deep-learning-tutorial deep-learning-framework deep-neural-networks
Language:Python 227
idreesshaikh / Autonomous-Driving-in-Carla-using-Deep-Reinforcement-Learning
Deep Reinforcement Learning (PPO) in Autonomous Driving (Carla) [from scratch]
autonomous-driving ddqn reinforcement-learning self-driving-car deep-reinforcement-learning ppo carla-driving-simulator carla-environment deep-learning proximal-policy-optimization carla-simulator deep-learning-algorithms openai pytorch self-driving self-driving-car-simulation self-driving-cars
Language:Python 225
SEAL-CI
benedekrozemberczki / SEAL-CI
A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
gcn graph-convolutional-networks active-learning active-learning-module deep-learning pytorch tensorflow graph-classification node-classification deep-learning-algorithms deepwalk node2vec graph-neural-network graph-representation-learning network-embedding graph-embedding graph-convolution machine-learning-algorithms gnn graph-neural-networks
Language:Python 206
albert100121 / 360SD-Net
Pytorch implementation of ICRA 2020 paper "360° Stereo Depth Estimation with Learnable Cost Volume"
360 360-photo 360degree 360-degree deep-learning deeplearning stereo-vision stereo-matching stereo stereovision depth-estimation disparity-predictions pytorch depth deep-neural-networks deep-learning-algorithms computer-vision stereo-depth-estimation icra2020 icra
Language:Python 162
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"
cnn convolutional-neural-networks image-segmentation deep-learning medical-imaging 3d-convolutional-network 3d-cnn medical-image-processing convolutional-networks theano mri neural-networks neuroimage neuroimaging deep-learning-algorithms deep-neural-networks brain-segmentation medical-image-segmentation medical-image-analysis
Language:Python 161
tariqdaouda / Mariana
The Cutest Deep Learning Framework which is also a wonderful Declarative Language
python machine-learning machine-learning-algorithms machinelearning deep-learning deep-neural-networks deeplearning deep-learning-library deep-learning-algorithms artificial-intelligence artificial-neural-networks theano data-science
Language:JavaScript 151
josedolz / HyperDenseNet
This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.
cnn fcn 3d-cnn convolutional-neural-networks hyperdensenet medical-image-processing segmentation image-segmentation deep-learning deep-neural-networks theano segment-medical-images 3d-convolutional-network deep-learning-algorithms brain-segmentation multi-modal-imaging densenet neural-networks medical-image-analysis medical-image-segmentation
Language:Python 148
kyegomez / the-compiler
Seed, Code, Harvest: Grow Your Own App with Tree of Thoughts!
agora artficial-intelligence autogpt chatgpt prompt-engineering tree-of-thoughts chain-of-thought deep-learning deep-learning-algorithms multi-modal-fusion multi-modality multimodal-deep-learning reinforcement-learning
Language:Python 140
Echo
digantamisra98 / Echo
Python package containing all custom layers used in Neural Networks (Compatible with PyTorch, TensorFlow and MegEngine)
machine-learning machine-learning-algorithms deep-learning functions algorithms mathematics python deep-neural-networks deep-learning-algorithms deeplearning computer-vision nlp pytorch tensorflow tensorflow2 megengine gitbook
Language:Python 137
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
Language:Jupyter Notebook 135
NewT123-WM / tnlearn
A Python package that uses task-based neurons to build neural networks.
deep-learning-algorithms task-based-neurons vectorized-symbolic-regression genetic-programming
Language:Python 133
duyongan / sunstreaker
以jax为后端的类似keras的框架
deep-learning machine-learning nlp data-science neural-network python jax keras pytorch tensorflow beginner-friendly deep-learning-algorithms deep-learning-framework deep-learning-library deep-learning-tutorial deep-neural-networks ml numpy scikit-learn
Language:Python 123
ili3p / HORD
Efficient Hyperparameter Optimization of Deep Learning Algorithms Using Deterministic RBF Surrogates
hyperparameter-optimization deep-learning-algorithms
Language:Python 113
microsoft / petridishnn
Code for the neural architecture search methods contained in the paper Efficient Forward Neural Architecture Search
neural-architecture-search deep-learning deep-learning-algorithms imagenet cifar10 cifar-100 image-classification automl
Language:Python 111
Ceruleanacg / Reinforcement-Learning
🤖 Implements of Reinforcement Learning algorithms.
ddpg deep-learning-algorithms deep-reinforcement-learning dqn papers reinforcement-learning reinforcement-learning-algorithms
Language:Python 110

deep-learning-algorithms

richzhang / colorization

junyanz / interactive-deep-colorization

neuralmagic / sparseml

xiaohu2015 / DeepLearning_tutorials

whitelok / image-text-localization-recognition

oeway / pytorch-deform-conv

bat67 / pytorch-tutorials-examples-and-books

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

bansalkanav / Machine_Learning_and_Deep_Learning

ShahariarRabby / deeplearning.ai

umbertogriffo / Predictive-Maintenance-using-LSTM

MishaLaskin / curl

tobybreckon / fire-detection-cnn

maykulkarni / Machine-Learning-Notebooks

MishaLaskin / rad

neuralmagic / sparsezoo

Nyandwi / ModernConvNets

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

Sahith02 / machine-learning-algorithms

rinuboney / ladder

dcmocanu / sparse-evolutionary-artificial-neural-networks

chaoming0625 / NumpyDL

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

benedekrozemberczki / SEAL-CI

albert100121 / 360SD-Net

josedolz / LiviaNET

tariqdaouda / Mariana

josedolz / HyperDenseNet

kyegomez / the-compiler

digantamisra98 / Echo

comet-ml / comet-examples

NewT123-WM / tnlearn

duyongan / sunstreaker

ili3p / HORD

microsoft / petridishnn

Ceruleanacg / Reinforcement-Learning