Code lab for deep learning. Including rnn,seq2seq,word2vec,cross entropy,bidirectional rnn,convolution operation,pooling operation,InceptionV3,transfer learning.
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Dec 9, 2018 - Python
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bidirectional-rnn
Here are 40 public repositories matching this topic...
Recurrent Neural Networks (RNN, GRU, LSTM) and their Bidirectional versions (BiRNN, BiGRU, BiLSTM) for word & character level language modelling in Theano
natural-language-processing theano language-modeling lstm gru rnn bidirectional-rnn bidirectional-gru bidirectional-lstm
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Sep 16, 2016 - Python
Tensorflow implementation of Attention-based Bidirectional RNN text classification.
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Jun 15, 2018 - Python
Its a social networking chat-bot trained on Reddit dataset . It supports open bounded queries developed on the concept of Neural Machine Translation. Beware of its being sarcastic just like its creator 😝 BDW it uses Pytorch framework and Python3.
deep-learning chatbot python3 beam-search neural-machine-translation sqlite3-database attention-mechanism bidirectional-rnn encoder-decoder-model pytorch-nlp reddit-dataset pytorch-nmt pytorch-implementation nmt-chatbot social-network-chatbot
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Apr 9, 2021 - Python
Learn to code deep learning algorithms
deep-neural-networks deep-learning cnn lstm rnn bidirectional-rnn bidirectional-gru bidirectional-lstm
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Jan 19, 2019 - Jupyter Notebook
A third year project that revolves around classification of climbing routes using image processing and deep learning techniques
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Dec 21, 2023 - Jupyter Notebook
Keras 응용(CNN, RNN, GAN, DNN, ETC...) 사용법 예시
emoji generator deep-learning gpu word-embeddings text-generation cnn data-visualization lstm gan rnn vae sequence vgg16 music-generation bidirectional-rnn one-hot-encode trigger-word-detection covnets keras-gpu
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Mar 26, 2021
Tensorflow 2.0 tutorials for RNN based architectures for textual problems
tutorials lstm gru rnn tensorflow-tutorials attention-mechanism tokenization bidirectional-rnn bidirectional-lstm bahdanau-attention tensorflow2 luong-attention pointer-generator-networks
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Sep 2, 2020 - Jupyter Notebook
Character level recurrent neural networks for Sentiment Analysis
recurrent-neural-networks lstm-neural-networks bidirectional-rnn imdb-sentiment-analysis lstm-sentiment-analysis
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Sep 25, 2018 - Python
Unsupervised video summarization with deep(GAN) reinforcement learning
reinforcement-learning deep-learning generative-adversarial-network lstm-neural-networks bidirectional-rnn cnn-pytorch
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Aug 16, 2024 - Python
Multi-Agent Reinforcement Learning with Particle Env. (on going)
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Jul 20, 2020 - Python
💉 Vaccine Sentiment Classifier is a deep learning classifier trained on real world twitter data, that distinguishes 3 types of tweets: Neutral, Anti-vax & Pro-vax.
n-grams lstm gru bag-of-words tf-idf data-preprocessing attention-mechanism roc-curve data-cleaning softmax-regression hyperparameter-tuning bert learning-curve imbalanced-data classification-report bidirectional-rnn count-vectorizer glove-embeddings hashing-vectorizer optuna
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Sep 22, 2022 - Jupyter Notebook
Sentiment Classifier using a bidirectional stacked RNN with LSTM/GRU cells for the Twitter sentiment analysis dataset
pytorch twitter-sentiment-analysis sentiment-classifier bidirectional-rnn lstm-cells stacked-lstm gru-cells stacked-gru
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Mar 19, 2021 - Jupyter Notebook
build a deep neural network that functions as part of an end-to-end machine translation pipeline; the completed pipeline accepts English text as input and returns the French translation.
deep-neural-networks machine-translation keras lstm gru rnn text-processing embedding bidirectional-rnn encoder-decoder
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Apr 17, 2018 - Python
RNN
pytorch lstm gru bidirectional bidirectional-rnn pytorch-tutorials pytorch-nlp-tutorial dynamic-rnn pack-padded-sequence
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Dec 12, 2017 - Python
🦠| Sentiment analysis on tweets about covid-19 vaccinations using Soft-max Regression, FNN, RNN and BERT-Base-uncased.
sentiment-analysis neural-network gru artificial-neural-networks lstm-neural-networks sentiment-classification bidirectional-rnn bidirectional-lstm softmax-classifier fnn bert-fine-tuning
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Apr 15, 2022 - Jupyter Notebook
Design and training of bidirectional RNNs and Transformers to translate sentences from English to French.
python language translation cuda pytorch lstm seq2seq udacity-nanodegree bidirectional-rnn encoder-decoder rnn-pytorch encoder-decoder-model
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Feb 14, 2022 - Jupyter Notebook
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