SwathiY

interpreting-decision-trees-and-random-forests

Unwrapping decision trees and random forests to make them less of a black box

bootcamp006_project

Bootcamp 6 Student Project Presentation

nyc-taxi-data

Import public NYC taxi and for-hire vehicle (Uber, Lyft) trip data into a PostgreSQL or ClickHouse database

bigartm-book

Topic modeling with BigARTM: an interactive book

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

WOE-and-IV

pwc

This repository is no longer maintained.

emnlp2017-bilstm-cnn-crf

BiLSTM-CNN-CRF architecture for sequence tagging

deep-crf

An implementation of Conditional Random Fields (CRFs) with Deep Learning Method

eng-edu

docs

TensorFlow documentation

sequence_tagging

Named Entity Recognition (LSTM + CRF) - Tensorflow

tf_ner

Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data

stockpredictionai

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.

LSTM-Sentiment-Analysis

Sentiment Analysis with LSTMs in Tensorflow

bilm-tf

Tensorflow implementation of contextualized word representations from bi-directional language models

arxiv2018-xling-sentence-embeddings

Concatenated Power Mean Embeddings as Universal Cross-Lingual Sentence Representations

ruimtehol

R package to Embed All the Things! using StarSpace

neuralmonkey

An open-source tool for sequence learning in NLP built on TensorFlow.

seq2seq

A general-purpose encoder-decoder framework for Tensorflow

tensorflow

An Open Source Machine Learning Framework for Everyone

sklearn-crfsuite

scikit-learn inspired API for CRFsuite

Seq2seq-Chatbot-for-Keras

This repository contains a new generative model of chatbot based on seq2seq modeling.

stanford-tensorflow-tutorials

This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.

DeepQA

My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot

word-embeddings-workshop

This contains materials for the word embeddings workshop

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

analytics_vidhya

Codes related to activities on AV including articles, hackathons and discussions.

coursera-sna

Social Network Analysis. Lecture Materials & Video (march 2013)

scala-cp

Conformal Prediction in Scala