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intelligent-mobile-projects-with-tensorflow

Intelligent Mobile Projects with TensorFlow, published by Packt

interactive-coding-challenges

Interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.

java

kaggle-creditcardfraud

Ensemble Learning Techniques Tutorial with Credit Card Fraud

keras-anomaly-detection

Anomaly detection implemented in Keras

keras-chatbot-web-api

Simple keras chat bot using seq2seq model with Flask serving web

keras-dmn-chatbot

Keras RNN babi example with Flask UI

keras-elmo

How to use ELMo embeddings in Keras with Tensorflow Hub

keras-question-and-answering-web-api

Question answering system developed using seq2seq and memory network model in Keras

keras-reinforcement-learning-projects

Keras Reinforcement Learning Projects published by Packt

keras-wine-model

Model built with the Keras Functional API

language-modelling

Language modelling (Natural Language Processing) using RNNs

li_emnlp_2017

Deep Recurrent Generative Decoder for Abstractive Text Summarization in DyNet

lstm-siamese-text-similarity

⚛️ It is keras based implementation of siamese architecture using lstm encoders to compute text similarity

machine-learning-in-law

This project explores the use of ML in the legal sector.

machine_learning_examples

A collection of machine learning examples and tutorials.

magnitude

A fast, efficient universal vector embedding utility package.

mastering-java-machine-learning

Experiments, results and additional material from "Mastering Java Machine Learning" (PACKT Publishing)

medium

Code related to blog posts on my Medium page

ml-demos

Python code examples for the feedly Machine Learning blog (https://blog.feedly.com/category/all/Machine-Learning/)

ml-from-scratch

Machine Learning From Scratch. Bare bones Python implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.

msmarco

Machine Comprehension train on MSMARCO with S-NET extraction modification

multilstm

keras attentional bi-LSTM-CRF for Joint NLU (slot-filling and intent detection) with ATIS

naacl_transfer_learning_tutorial

Repository of code for the NAACL tutorial on Transfer Learning in NLP

named-entity-recognition-bidirectionallstm-cnn-conll

Keras implementation of "Few-shot Learning for Named Entity Recognition in Medical Text"

ner-bert

BERT-NER (nert-bert) with google bert https://github.com/google-research.

neuralcoref

✨State-of-the-art coreference resolution based on neural nets and spaCy

newsqa

Exploring the newsQA dataset

nlp

nlp-model_text-category-with-glove-and-lstm

Natural Language Processing. From data preparation to building model and deploy the model to web service