deep-learning-algorithms

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Deep learning is an AI function and a subset of machine learning, used for processing large amounts of complex data. Deep learning can automatically create algorithms based on data patterns.

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richzhang /colorization

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

caffe computer-vision deep-learning deep-learning-algorithms colorization automatic-colorization

UpdatedNov 27, 2023
Python

junyanz /interactive-deep-colorization

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

caffe computer-vision deep-learning interactive deep-learning-algorithms colorization automatic-colorization

UpdatedJul 29, 2022
Python

neuralmagic /sparseml

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

nlp sparsity tensorflow keras pytorch deep-learning-algorithms image-classification deep-learning-library pruning object-detection transfer-learning automl computer-vision-algorithms onnx deep-learning-models sparsification pruning-algorithms smaller-models sparsification-recipes

UpdatedMay 23, 2025
Python

xiaohu2015 /DeepLearning_tutorials

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The deeplearning algorithms implemented by tensorflow

sda tensorflow cnn lstm deep-learning-algorithms rbm mlp deep-learning-tutorial dbn

UpdatedFeb 27, 2019
Jupyter Notebook

bat67 /pytorch-tutorials-examples-and-books

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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

python machine-learning slide library deep-learning neural-network numpy python3 pytorch deep-learning-algorithms deeplearning deep-learning-tutorial pytorch-tutorials learning-pytorch pytorch-ppt

UpdatedNov 23, 2020
Jupyter Notebook

whitelok /image-text-localization-recognition

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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

machine-learning awesome ocr deep-learning text-extraction text-recognition deep-learning-algorithms convolutional-neural-networks text-detection scene-texts

UpdatedSep 17, 2023

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

Star918

visualization search-engine flask aws data-science machine-learning statistics sql mongodb cnn python3 deep-learning-algorithms data-analysis tutorial-code prefect sklearn-library pandas-python mlops mlflow streamlit

UpdatedApr 1, 2025
Jupyter Notebook

oeway /pytorch-deform-conv

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PyTorch implementation of Deformable Convolution

deep-learning deep-learning-algorithms

UpdatedJul 21, 2021
Python

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

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Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

reinforcement-learning monte-carlo deep-reinforcement-learning openai-gym q-learning deep-learning-algorithms policy-gradient sarsa deep-q-network markov-decision-processes asynchronous-advantage-actor-critic double-dqn trpo dueling-dqn deep-deterministic-policy-gradient ppo deep-recurrent-q-network drqn hindsight-experience-replay policy-gradients

UpdatedOct 7, 2020
Jupyter Notebook

umbertogriffo /Predictive-Maintenance-using-LSTM

Star682

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

deep-neural-networks timeseries deep-learning keras lstm deep-learning-algorithms keras-models keras-neural-networks lstm-neural-networks prediction-model keras-tensorflow predictive-maintenance

UpdatedFeb 12, 2024
Python

ShahariarRabby /deeplearning.ai

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deeplearning.ai , By Andrew Ng, All video link

deep-neural-networks deep-learning coursera artificial-intelligence deep-learning-algorithms artificial-neural-networks deeplearning convolutional-neural-networks deep-learning-tutorial andrew-ng andrew-ng-course

UpdatedMar 12, 2018

MishaLaskin /curl

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

deep-neural-networks reinforcement-learning deep-learning curl gpu deep-reinforcement-learning deep-learning-algorithms reinforcement-learning-algorithms deeplearning deep-q-network sac deep-q-learning reinforcement-agents deep-rl deeplearning-ai contrastive-loss off-policy contrastive-predictive-coding model-free-rl contrastive-learning

UpdatedOct 28, 2020
Python

tobybreckon /fire-detection-cnn

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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)