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deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

deeplearningfornlpinpytorch

An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.

deepnlp-study

딥러닝 자연어처리 스터디의 논문 구현 코드 및 스터디 자료 모음 공간입니다.

deeppavlov

An open source library for building end-to-end dialog systems and training chatbots.

deeprecommender

Deep learning for recommender systems

delft

a Deep Learning Framework for Text

dl-text

Text pre-processing library for deep learning (Keras, tensorflow).

doc2text

Detect text blocks and OCR poorly scanned PDFs in bulk. Python module available via pip.

dpac-dialoguegan

This repo implements GAN-based models for Dialogue Generation (DP-GAN, SeqGAN, and our own proposed DPAC-GAN)

dqn_flappy_bird

dragonfire

Dragonfire is an open-source virtual assistant for Ubuntu based Linux distributions

dsx

Time Series on Spark examples for IBM dsx

easy-tensorflow

Simple and comprehensive tutorials in TensorFlow

emnlp2017-bilstm-cnn-crf

BiLSTM-CNN-CRF architecture for sequence tagging

end-to-end-sequence-labeling-via-bi-directional-lstm-cnns-crf-tutorial

Tutorial for End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF

eng-edu

entity-recognition-datasets

A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fastai

The fast.ai deep learning library, lessons, and tutorials

financeops

Research in investment finance with Python Notebooks

finch

Deep NLP Examples in TensorFlow, using Estimator and Dataset API, viewed in Notebooks

fine-lm

Fine Tuning Language Models for Multilabel Prediction

flowqa

Implementation of conversational QA model: FlowQA (with slight improvement)

fraud-detection-using-deep-learning

fraud_detection

Flagging fraudulent accounts for investigation

generative-chatbot

Chat-bot to answer the domain specific questions or to talk in human like way Chatbots are also called Conversational Agents or Dialog Systems. The Chatbot implemented in this paper is generative based. The basic algorithm used for developing Chatbot in this paper is Long Short Term Memory which a version of Recurrent Neural Network.

gensen

Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning

gluon-cv

Gluon CV Toolkit

gluon-nlp

NLP made easy

grokking-pytorch

The Hitchiker's Guide to PyTorch