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JOHN RAJ's Projects

sparts icon sparts

Prototype python services with as little code as possible

speech-emotion-analyzer icon speech-emotion-analyzer

The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)

spinningup icon spinningup

An educational resource to help anyone learn deep reinforcement learning.

stable-baselines icon stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

stockpredictionai icon 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.

strata_bootcamp icon strata_bootcamp

Code and slides in support of Data Bootcamp tutorial at Strata Conference 2011

system-design-primer icon system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

tablib icon tablib

(Work in Progress) A format-agnostic tabular dataset library for Python.

tabula icon tabula

Tabula is a tool for liberating data tables trapped inside PDF files

teachers_pet icon teachers_pet

command line tool to help teachers use GitHub in their classrooms

tensor2tensor icon tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

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