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deep-learning-notesby kmkolasinski
Jupyter Notebook 
1340 Version:Current
License: No License (No License)
License: No License (No License)Experiments with Deep Learning
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Keras implementation of Deeplab v3+ with pretrained weights
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Multi-layer Recurrent Neural Networks (LSTM, RNN) for word-level language models in Python using TensorFlow.
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Deep Learning for Time Series Classification
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The dataset is used to train my own raccoon detector and I blogged about it on Medium
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Live training loss plot in Jupyter Notebook for Keras, PyTorch and others
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The WeightWatcher tool for predicting the accuracy of Deep Neural Networks
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AdvancedEAST is an algorithm used for Scene image text detect, which is primarily based on EAST, and the significant improvement was also made, which make long text predictions more accurate.https://github.com/huoyijie/raspberrypi-car
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Keras model of NSFW detector
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Minimal Deep Q Learning (DQN & DDQN) implementations in Keras
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A python library for visualizing Artificial Neural Networks (ANN)
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A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.
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one-pixel-attack-kerasby Hyperparticle
Jupyter Notebook 1170 Version:Current License: Permissive (MIT)
Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet
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Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano
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five-video-classification-methodsby harvitronix
Python 1145 Version:Current License: Permissive (MIT)
Code that accompanies my blog post outlining five video classification methods in Keras and TensorFlow
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Image-OutPaintingby bendangnuksung
Jupyter Notebook 1131 Version:Current License: No License (No License)
License: No License (No License)🏖 Keras Implementation of Painting outside the box
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Replicating AlphaGo's architecture in a readable manner
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A python library for visualizing Artificial Neural Networks (ANN)
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Port of Single Shot MultiBox Detector to Keras
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SemanticSegmentation_DLby tangzhenyu
Jupyter Notebook 1099 Version:Current License: No License (No License)
License: No License (No License)Resources of semantic segmantation based on Deep Learning model
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StockPricePredictionby scorpionhiccup
Jupyter Notebook 1086 Version:Current License: Permissive (MIT)
Stock Price Prediction using Machine Learning Techniques
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a simple vae and cvae from keras
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Deep-Learning-Project-Templateby L1aoXingyu
Python 1069 Version:Current License: No License (No License)
License: No License (No License)A best practice for deep learning project template architecture.
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Theano-based implementation of Deep Q-learning
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Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.
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Keras WaveNet implementation
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Layers Outputs and Gradients in Keras. Made easy.
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Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"
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:art: A CNN visualizer
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An unofficial and partial Keras implementation of "Noise2Noise: Learning Image Restoration without Clean Data"
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Deeper Depth Prediction with Fully Convolutional Residual Networks (FCRN)
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Interpretability Methods for tf.keras models with Tensorflow 2.x
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Python Library for Model Interpretation/Explanations
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cnn-text-classification-pytorchby Shawn1993
Python 964 Version:Current License: Permissive (Apache-2.0)
CNNs for Sentence Classification in PyTorch
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Keras implementation of Deep Convolutional Generative Adversarial Networks
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A Tensorflow model for text recognition (CNN + seq2seq with visual attention) available as a Python package and compatible with Google Cloud ML Engine.
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Genetic neural architecture search with Keras
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BMW-TensorFlow-Training-GUIby BMW-InnovationLab
Python 928 Version:Current License: Permissive (Apache-2.0)
This repository allows you to get started with a gui based training a State-of-the-art Deep Learning model with little to no configuration needed! NoCode training with TensorFlow has never been so easy.
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Fine-tune CNN in Keras
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TensorFlow 101: Introduction to Deep Learning
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Gesture recognition via CNN. Implemented in Keras + Tensorflow/Theano + OpenCV
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Deep Learning Tutorial for Kaggle Ultrasound Nerve Segmentation competition, using Keras
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Generating faces with deconvolution networks
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A uniform interface to run deep learning models from multiple frameworks
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DL-workshop-seriesby Machine-Learning-Tokyo
Jupyter Notebook 896 Version:Current License: Permissive (Apache-2.0)
Material used for Deep Learning related workshops for Machine Learning Tokyo (MLT)
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Deep-Learning-For-Hackersby curiousily
Jupyter Notebook 895 Version:Current License: Permissive (MIT)
Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)
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kapre: Keras Audio Preprocessors
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A toy chatbot powered by deep learning and trained on data from Reddit
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TensorFlow implementations of Graph Neural Networks
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A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.
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deep-learning-notesby kmkolasinski
Experiments with Deep Learning
Jupyter Notebook 1340Updated: 10 mo ago License: No License (No License)
1340Updated: 10 mo ago License: No License (No License)Support
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keras-deeplab-v3-plusby bonlime
Keras implementation of Deeplab v3+ with pretrained weights
Jupyter Notebook 1318Updated: 1 y ago License: Permissive (MIT)
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word-rnn-tensorflowby hunkim
Multi-layer Recurrent Neural Networks (LSTM, RNN) for word-level language models in Python using TensorFlow.
Python 1310Updated: 1 y ago License: Permissive (MIT)
1310Updated: 1 y ago License: Permissive (MIT)Support
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dl-4-tscby hfawaz
Deep Learning for Time Series Classification
Python 1279Updated: 1 y ago License: Strong Copyleft (GPL-3.0)
1279Updated: 1 y ago License: Strong Copyleft (GPL-3.0)Support
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raccoon_datasetby datitran
The dataset is used to train my own raccoon detector and I blogged about it on Medium
Jupyter Notebook 1252Updated: 1 y ago License: Permissive (MIT)
1252Updated: 1 y ago License: Permissive (MIT)Support
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livelossplotby stared
Live training loss plot in Jupyter Notebook for Keras, PyTorch and others
Python 1238Updated: 1 y ago License: Permissive (MIT)
1238Updated: 1 y ago License: Permissive (MIT)Support
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WeightWatcherby CalculatedContent
The WeightWatcher tool for predicting the accuracy of Deep Neural Networks
Python 1230Updated: 10 mo ago License: Permissive (Apache-2.0)
1230Updated: 10 mo ago License: Permissive (Apache-2.0)Support
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AdvancedEASTby huoyijie
AdvancedEAST is an algorithm used for Scene image text detect, which is primarily based on EAST, and the significant improvement was also made, which make long text predictions more accurate.https://github.com/huoyijie/raspberrypi-car
Python 1222Updated: 1 y ago License: Permissive (MIT)
1222Updated: 1 y ago License: Permissive (MIT)Support
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nsfw_modelby GantMan
Keras model of NSFW detector
Python 1214Updated: 11 mo ago License: Proprietary (Proprietary)
1214Updated: 11 mo ago License: Proprietary (Proprietary)Support
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deep-q-learningby keon
Minimal Deep Q Learning (DQN & DDQN) implementations in Keras
Python 1212Updated: 10 mo ago License: Permissive (MIT)
1212Updated: 10 mo ago License: Permissive (MIT)Support
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ann-visualizerby RedaOps
A python library for visualizing Artificial Neural Networks (ANN)
Python 1204Updated: 1 y ago License: Permissive (MIT)
1204Updated: 1 y ago License: Permissive (MIT)Support
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keras-ocrby faustomorales
A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.
Python 1192Updated: 10 mo ago License: Permissive (MIT)
1192Updated: 10 mo ago License: Permissive (MIT)Support
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one-pixel-attack-kerasby Hyperparticle
Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet
Jupyter Notebook 1170Updated: 1 y ago License: Permissive (MIT)
1170Updated: 1 y ago License: Permissive (MIT)Support
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Repo-2017by RubensZimbres
Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano
Python 1168Updated: 1 y ago License: No License (No License)
1168Updated: 1 y ago License: No License (No License)Support
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five-video-classification-methodsby harvitronix
Code that accompanies my blog post outlining five video classification methods in Keras and TensorFlow
Python 1145Updated: 11 mo ago License: Permissive (MIT)
1145Updated: 11 mo ago License: Permissive (MIT)Support
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Image-OutPaintingby bendangnuksung
🏖 Keras Implementation of Painting outside the box
Jupyter Notebook 1131Updated: 1 y ago License: No License (No License)
1131Updated: 1 y ago License: No License (No License)Support
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MuGoby brilee
Replicating AlphaGo's architecture in a readable manner
Python 1127Updated: 1 y ago License: Permissive (Apache-2.0)
1127Updated: 1 y ago License: Permissive (Apache-2.0)Support
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ann-visualizerby tudorog
A python library for visualizing Artificial Neural Networks (ANN)
Python 1117Updated: 4 y ago License: Permissive (MIT)
1117Updated: 4 y ago License: Permissive (MIT)Support
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ssd_kerasby rykov8
Port of Single Shot MultiBox Detector to Keras
Jupyter Notebook 1106Updated: 1 y ago License: Permissive (MIT)
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SemanticSegmentation_DLby tangzhenyu
Resources of semantic segmantation based on Deep Learning model
Jupyter Notebook 1099Updated: 1 y ago License: No License (No License)
1099Updated: 1 y ago License: No License (No License)Support
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StockPricePredictionby scorpionhiccup
Stock Price Prediction using Machine Learning Techniques
Jupyter Notebook 1086Updated: 11 mo ago License: Permissive (MIT)
1086Updated: 11 mo ago License: Permissive (MIT)Support
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vaeby bojone
a simple vae and cvae from keras
Python 1076Updated: 10 mo ago License: No License (No License)
1076Updated: 10 mo ago License: No License (No License)Support
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Deep-Learning-Project-Templateby L1aoXingyu
A best practice for deep learning project template architecture.
Python 1069Updated: 1 y ago License: No License (No License)
1069Updated: 1 y ago License: No License (No License)Support
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deep_q_rlby spragunr
Theano-based implementation of Deep Q-learning
Python 1061Updated: 1 y ago License: Permissive (BSD-3-Clause)
1061Updated: 1 y ago License: Permissive (BSD-3-Clause)Support
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PPLMby uber-research
Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.
Python 1058Updated: 11 mo ago License: Permissive (Apache-2.0)
1058Updated: 11 mo ago License: Permissive (Apache-2.0)Support
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wavenetby basveeling
Keras WaveNet implementation
Python 1046Updated: 1 y ago License: No License (No License)
1046Updated: 1 y ago License: No License (No License)Support
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keractby philipperemy
Layers Outputs and Gradients in Keras. Made easy.
Python 1021Updated: 11 mo ago License: Permissive (MIT)
1021Updated: 11 mo ago License: Permissive (MIT)Support
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async-rlby coreylynch
Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"
Python 1007Updated: 1 y ago License: Permissive (MIT)
1007Updated: 1 y ago License: Permissive (MIT)Support
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picassoby merantix
:art: A CNN visualizer
Python 1001Updated: 1 y ago License: Weak Copyleft (EPL-1.0)
1001Updated: 1 y ago License: Weak Copyleft (EPL-1.0)Support
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noise2noiseby yu4u
An unofficial and partial Keras implementation of "Noise2Noise: Learning Image Restoration without Clean Data"
Python 999Updated: 1 y ago License: Permissive (MIT)
999Updated: 1 y ago License: Permissive (MIT)Support
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FCRN-DepthPredictionby iro-cp
Deeper Depth Prediction with Fully Convolutional Residual Networks (FCRN)
Python 989Updated: 3 y ago License: Permissive (BSD-2-Clause)
989Updated: 3 y ago License: Permissive (BSD-2-Clause)Support
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tf-explainby sicara
Interpretability Methods for tf.keras models with Tensorflow 2.x
Python 978Updated: 1 y ago License: Permissive (MIT)
978Updated: 1 y ago License: Permissive (MIT)Support
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Skaterby oracle
Python Library for Model Interpretation/Explanations
Python 977Updated: 3 y ago License: Permissive (UPL-1.0)
977Updated: 3 y ago License: Permissive (UPL-1.0)Support
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cnn-text-classification-pytorchby Shawn1993
CNNs for Sentence Classification in PyTorch
Python 964Updated: 1 y ago License: Permissive (Apache-2.0)
964Updated: 1 y ago License: Permissive (Apache-2.0)Support
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keras-dcganby jacobgil
Keras implementation of Deep Convolutional Generative Adversarial Networks
Python 951Updated: 3 y ago License: No License (No License)
951Updated: 3 y ago License: No License (No License)Support
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attention-ocrby emedvedev
A Tensorflow model for text recognition (CNN + seq2seq with visual attention) available as a Python package and compatible with Google Cloud ML Engine.
Python 949Updated: 11 mo ago License: Permissive (MIT)
949Updated: 11 mo ago License: Permissive (MIT)Support
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devolby joeddav
Genetic neural architecture search with Keras
Python 931Updated: 3 y ago License: Permissive (MIT)
931Updated: 3 y ago License: Permissive (MIT)Support
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BMW-TensorFlow-Training-GUIby BMW-InnovationLab
This repository allows you to get started with a gui based training a State-of-the-art Deep Learning model with little to no configuration needed! NoCode training with TensorFlow has never been so easy.
Python 928Updated: 1 y ago License: Permissive (Apache-2.0)
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tensorflow-101by serengil
TensorFlow 101: Introduction to Deep Learning
Jupyter Notebook 911Updated: 1 y ago License: Permissive (MIT)
911Updated: 1 y ago License: Permissive (MIT)Support
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CNNGestureRecognizerby asingh33
Gesture recognition via CNN. Implemented in Keras + Tensorflow/Theano + OpenCV
Python 905Updated: 11 mo ago License: Permissive (MIT)
905Updated: 11 mo ago License: Permissive (MIT)Support
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ultrasound-nerve-segmentationby jocicmarko
Deep Learning Tutorial for Kaggle Ultrasound Nerve Segmentation competition, using Keras
Python 903Updated: 3 y ago License: Permissive (MIT)
903Updated: 3 y ago License: Permissive (MIT)Support
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deconvfacesby somewacko
Generating faces with deconvolution networks
Python 899Updated: 3 y ago License: Permissive (MIT)
899Updated: 3 y ago License: Permissive (MIT)Support
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neuropodby uber
A uniform interface to run deep learning models from multiple frameworks
C++ 899Updated: 2 y ago License: Permissive (Apache-2.0)
899Updated: 2 y ago License: Permissive (Apache-2.0)Support
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DL-workshop-seriesby Machine-Learning-Tokyo
Material used for Deep Learning related workshops for Machine Learning Tokyo (MLT)
Jupyter Notebook 896Updated: 3 y ago License: Permissive (Apache-2.0)
896Updated: 3 y ago License: Permissive (Apache-2.0)Support
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Deep-Learning-For-Hackersby curiousily
Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)
Jupyter Notebook 895Updated: 11 mo ago License: Permissive (MIT)
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kapreby keunwoochoi
kapre: Keras Audio Preprocessors
Python 889Updated: 10 mo ago License: Permissive (MIT)
889Updated: 10 mo ago License: Permissive (MIT)Support
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chatbot-rnnby pender
A toy chatbot powered by deep learning and trained on data from Reddit
Python 880Updated: 1 y ago License: Permissive (MIT)
880Updated: 1 y ago License: Permissive (MIT)Support
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tf-gnn-samplesby microsoft
TensorFlow implementations of Graph Neural Networks
Python 871Updated: 12 mo ago License: Permissive (MIT)
871Updated: 12 mo ago License: Permissive (MIT)Support
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telemanomby khundman
A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.
Jupyter Notebook 869Updated: 11 mo ago License: Proprietary (Proprietary)
869Updated: 11 mo ago License: Proprietary (Proprietary)Support
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