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fakhraddin's Projects

chatbot-startkit icon chatbot-startkit

This repository holds files for the simple chatbot wrote in TensorFlow 1.4, with attention mechanism and bucketing.

courses icon courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

creditriskpaper icon creditriskpaper

Codes for replication and implementation of techniques in our credit risk article

ctc-asr icon ctc-asr

End-to-end trained speech recognition system, based on RNNs and the connectionist temporal classification (CTC) cost function.

ctcmodel icon ctcmodel

Easy-to-use Connectionnist Temporal Classification in Keras

ctcwordbeamsearch icon ctcwordbeamsearch

Connectionist Temporal Classification (CTC) decoder with dictionary and language model for TensorFlow.

d2l-en icon d2l-en

Dive into Deep Learning: an interactive deep learning book with code, math, and discussions

d2l-pytorch icon d2l-pytorch

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

data-science-ipython-notebooks icon data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

dc_tts icon dc_tts

A TensorFlow Implementation of DC-TTS: yet another text-to-speech model

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