Code lab for deep learning. Including rnn,seq2seq,word2vec,cross entropy,bidirectional rnn,convolution operation,pooling operation,InceptionV3,transfer learning.
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Updated
Dec 9, 2018 - Python
Code lab for deep learning. Including rnn,seq2seq,word2vec,cross entropy,bidirectional rnn,convolution operation,pooling operation,InceptionV3,transfer learning.
Recurrent Neural Networks (RNN, GRU, LSTM) and their Bidirectional versions (BiRNN, BiGRU, BiLSTM) for word & character level language modelling in Theano
Learn to code deep learning algorithms
Tensorflow implementation of Attention-based Bidirectional RNN text classification.
Keras 응용(CNN, RNN, GAN, DNN, ETC...) 사용법 예시
Multi-Agent Reinforcement Learning with Particle Env. (on going)
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.
RNN
A third year project that revolves around classification of climbing routes using image processing and deep learning techniques
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.
Design and training of bidirectional RNNs and Transformers to translate sentences from English to French.
Tensorflow 2.0 tutorials for RNN based architectures for textual problems
A deep neural network that functions as part of an end-to-end machine translation pipeline. The completed pipeline will accept English text as input and return the French translation.
Character level recurrent neural networks for Sentiment Analysis
Sentiment Classifier using a bidirectional stacked RNN with LSTM/GRU cells for the Twitter sentiment analysis dataset
🇫🇷 English to French Translation via Python 3 and Keras RNNs.
Given 10 predefined relations like cause-effect, product-producer, etc, the goal was to define the relation and the direction of the relation b/w 2 entities in a sentence.
Collection of labs and programming assignments present in the sequence model course
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