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Abhishek Kumar Singh's Projects

skyline icon skyline

An Exploration into Graph Databases

stock icon stock

stock,股票系统。使用python进行开发。

stock-market-prediction-using-natural-language-processing icon stock-market-prediction-using-natural-language-processing

We used Machine learning techniques to evaluate past data pertaining to the stock market and world affairs of the corresponding time period, in order to make predictions in stock trends. We built a model that will be able to buy and sell stock based on profitable prediction, without any human interactions. The model uses Natural Language Processing (NLP) to make smart “decisions” based on current affairs, article, etc. With NLP and the basic rule of probability, our goal is to increases the accuracy of the stock predictions.

stock-prediction-models icon stock-prediction-models

Gathers machine learning and deep learning models for Stock forecasting including 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.

stocksharp icon stocksharp

Algorithmic trading and quantitative trading open source platform to develop trading robots (stock markets, forex, bitcoins and options).

stocksight icon stocksight

Crowd-sourced stock analyzer and predictor using Elasticsearch, Twitter, News headlines and Python natural language processing and sentiment analysis

targetsmsng icon targetsmsng

A repository for my practice to crack the interviews of SRI-N

technicalindicators icon technicalindicators

A javascript technical indicators written in typescript with pattern recognition right in the browser

utymap icon utymap

Highly customizable library for procedural world generation based on real map data

vocol icon vocol

An integrated environment to support collaborative ontology / vocabulary development in distributed settings

weednet icon weednet

weedNet: Dense semantic weed classification using multispectral images and MAV for smart farming

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