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smarchwatch_public

smart-banking-chatbot

Smart Banking Chat Bot- This is an AI based project which uses several ML algorithms for Natural Language Understanding which identifies intent and entities from user issues and generates dialogue.

sms-message-spam-detector

A simple Flask API to detect spam or ham using Python and Sklearn

stock-market-trend-analysis-using-hmm-lstm

Stock Market Trend Analysis Using Hidden Markov Model and Long Short Term Memory

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.

tensorfow-rbm

Tensorflow implementation of Restricted Boltzmann Machine

text-classification

Simple Text Classfication using SVM and Naive Bayes

thinkster-django-angular-boilerplate

Boilerplate for the Thinkster.io Django and AngularJS tutorial.

time-series-forecasting

time-series-prediction

Investigating novel ways to predict time-series and detect outliers

user-click-detection-predictive-modeling

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow