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Pruthvij 's Projects

babi-tasks icon babi-tasks

Task generation for testing text understanding and reasoning

dataops-docs icon dataops-docs

Quickly get started with DevOps tools and best practices for building modern data solutions.

info6205 icon info6205

This is the class repository for Program Structure and Algorithms

models icon models

Models and examples built with TensorFlow

spinningup icon spinningup

An educational resource to help anyone learn deep reinforcement learning.

stock-prediction-models icon stock-prediction-models

Gathers machine learning and deep learning models for Stock forecasting, included trading bots and simulations

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.

tensorflow-book icon tensorflow-book

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

tf-stanford-tutorials icon tf-stanford-tutorials

This repository contains code examples for the course CS 20SI: TensorFlow for Deep Learning Research.

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