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baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

brew

⛔️ DEPRECATED brew: Python Ensemble Learning API

conversationsdatasetgenerator

This project creates an audio data set of conversations, proposed to researches on speaker diarization field.

crud-java-jsf-spring-jpa-hibernate-postgresql

A CRUD example of Articles (title and text) in a java web application. The spring framework is used, integrated with JSF and JPA with Hibernate. The PostgreSQL is used as database system.

ctc-asr

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

darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

dataviz-book

"Data Visualization: charts, maps and interactive graphics" (the making of)

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep-learning-with-keras

Code repository for Deep Learning with Keras published by Packt

drqa

Reading Wikipedia to Answer Open-Domain Questions

end-to-end-speech-recognition-models

PyTorch implementation of automatic speech recognition models.

ensemblelearningexercises

Exercises done during the discipline of Ensemble Learning (PhD graduation)

facebook-messenger-bot

Facebook chatbot that I trained to talk like me using Word2Vec, and LSTMs to build a Sequence to Sequence Model

nlp-with-python

Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more

parlai

A framework for training and evaluating AI models on a variety of openly available dialog datasets.

repo-2017

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

senteval

A python tool for evaluating the quality of sentence embeddings.

signet

SigNet: Convolutional Siamese Network for Writer Independent Offline Signature Verification

speaker-diarization

speaker diarization by uis-rnn and speaker embedding by vgg-speaker-recognition

speech-accent-recognition

storytelling-with-data

Plots from the book "Storytelling with data" implementation using Python and matplotlib

storytelling-with-data-1

Course materials for Dartmouth Course: Storytelling with Data (PSYC 81.09).

tensorflow-machine-learning-cookbook

Code repository for TensorFlow Machine Learning Cookbook by Packt

tensorflow-programs-and-tutorials

Implementations of CNNs, RNNs, GANs, etc

tensorflow-speech-recognition-challenge

Repository for Kaggle Competition of Speech Recognition

vox

Speech processing library