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 3441
junyanz / interactive-deep-colorization
Deep learning software for colorizing black and white images with a few clicks.
colorization automatic-colorization deep-learning deep-learning-algorithms computer-vision caffe interactive
Language:Python 2709
sparseml
neuralmagic / sparseml
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
pytorch keras sparsification-recipes tensorflow smaller-models deep-learning-library deep-learning-algorithms deep-learning-models automl pruning-algorithms sparsity sparsification pruning computer-vision-algorithms object-detection image-classification nlp onnx transfer-learning
Language:Python 2147
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 1836
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 1425
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
955
oeway / pytorch-deform-conv
PyTorch implementation of Deformable Convolution
deep-learning deep-learning-algorithms
Language:Python 910
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 sklearn-library sql statistics streamlit tutorial-code visualization search-engine
Language:Jupyter Notebook 904
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 848
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 672
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
652
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 593
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 563
maykulkarni / Machine-Learning-Notebooks
Machine Learning notebooks for refreshing concepts.
machine-learning python python-machine-learning machine-learning-algorithms deep-learning deep-learning-tutorial neural-networks data-science-notebook data-processing regression-models classification-trees clustering-methods reinforcement-learning natural-language-processing dimensionality-reduction model-evaluation deep-learning-algorithms machine-learning-tutorials
Language:Jupyter Notebook 520
rad
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
Language:Jupyter Notebook 409
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 392
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
Language:Python 389
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 346
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
deep-learning machine-learning deep-learning-tutorial machine-learning-algorithms deep-learning-algorithms deeplearning machinelearning questions-and-answers question-answering questions answers faq interview collections collection zhihu quora stackoverflow stackexchange website
327
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 314
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 249
rinuboney / ladder
Ladder network is a deep learning algorithm that combines supervised and unsupervised learning.
deep-learning-algorithms ladder-network unsupervised-learning
Language:Python 242
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 236
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 211
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 167
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 163
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 156
josedolz / HyperDenseNet
This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.
3d-cnn 3d-convolutional-network brain-segmentation cnn convolutional-neural-networks deep-learning deep-learning-algorithms deep-neural-networks densenet fcn hyperdensenet image-segmentation medical-image-analysis medical-image-processing medical-image-segmentation multi-modal-imaging neural-networks segment-medical-images segmentation theano
Language:Python 152
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
Language:JavaScript 149
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 145
PacktPublishing / Hands-On-Deep-Learning-Algorithms-with-Python
Hands-On Deep Learning Algorithms with Python, By Packt
deep-learning machine-learning python deep-learning-algorithms rnn-tensorflow cnn-architecture tensorflow-2 nadam stack-gan cycle-gan few-shot-learning capsule-network
Language:Jupyter Notebook 139
Echo
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
Language:Python 136
NewT123-WM / tnlearn
A Python package that uses task-based neurons to build neural networks.
deep-learning-algorithms genetic-programming task-based-neurons vectorized-symbolic-regression
Language:Python 132
Ceruleanacg / Reinforcement-Learning
🤖 Implements of Reinforcement Learning algorithms.
reinforcement-learning reinforcement-learning-algorithms papers dqn ddpg deep-reinforcement-learning deep-learning-algorithms
Language:Python 116
ili3p / HORD
Efficient Hyperparameter Optimization of Deep Learning Algorithms Using Deterministic RBF Surrogates
deep-learning-algorithms hyperparameter-optimization
Language:Python 115
LoraLinH / Boosting-Crowd-Counting-via-Multifaceted-Attention
Official Implement of CVPR 2022 paper 'Boosting Crowd Counting via Multifaceted Attention'
computer-vision crowd-counting deep-learning-algorithms vision-transformer
Language:Python 114

deep-learning-algorithms

richzhang / colorization

junyanz / interactive-deep-colorization

neuralmagic / sparseml

xiaohu2015 / DeepLearning_tutorials

bat67 / pytorch-tutorials-examples-and-books

whitelok / image-text-localization-recognition

oeway / pytorch-deform-conv

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

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

umbertogriffo / Predictive-Maintenance-using-LSTM

ShahariarRabby / deeplearning.ai

MishaLaskin / curl

tobybreckon / fire-detection-cnn

maykulkarni / Machine-Learning-Notebooks

MishaLaskin / rad

neuralmagic / sparsezoo

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

Nyandwi / ModernConvNets

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

Sahith02 / machine-learning-algorithms

dcmocanu / sparse-evolutionary-artificial-neural-networks

rinuboney / ladder

chaoming0625 / NumpyDL

benedekrozemberczki / SEAL-CI

albert100121 / 360SD-Net

josedolz / LiviaNET

comet-ml / comet-examples

josedolz / HyperDenseNet

tariqdaouda / Mariana

kyegomez / the-compiler

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

digantamisra98 / Echo

NewT123-WM / tnlearn

Ceruleanacg / Reinforcement-Learning

ili3p / HORD

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