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reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

sentenceprobability icon sentenceprobability

finding probability of a sentence using simple bigram model with and without laplace smoothing

sequence-labeling-bilstm-crf icon sequence-labeling-bilstm-crf

The classical BiLSTM-CRF model implemented in Tensorflow, for sequence labeling tasks. In Vex version, everything is configurable.

simplehtr icon simplehtr

Handwritten Text Recognition (HTR) system implemented with TensorFlow.

simplenlg icon simplenlg

Java API for Natural Language Generation. Originally developed by Ehud Reiter at the University of Aberdeenโ€™s Department of Computing Science and co-founder of Arria NLG. This git repo is the official SimpleNLG version.

tensorlayer icon tensorlayer

Deep Learning and Reinforcement Learning Library for Developers and Scientists

text-analysis icon text-analysis

Explaining textual analysis tools in Python. Including Preprocessing, Skip Gram (word2vec), and Topic Modelling.

text-classification icon text-classification

A collection of text classification algorithms in tensorflow: cnn, rnn, attention, bert, capsule, clstm, rcnn

text-detection-ctpn icon text-detection-ctpn

text detection mainly based on ctpn model in tensorflow, id card detect, connectionist text proposal network

textgenrnn icon textgenrnn

Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.

time-series-prediction icon time-series-prediction

A collection of time series prediction methods: rnn, seq2seq, cnn, wavenet, transformer, unet, n-beats, gan, kalman-filter

word_forms icon word_forms

Accurately generate all possible forms of an English word e.g "election" --> "elect", "electoral", "electorate" etc.

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