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business-investment-analysis-on-real-world-problem icon business-investment-analysis-on-real-world-problem

You work for some company and company wants to make investments in a few companies. The CEO of your company wants to understand the global trends in investments so that she can take the investment decisions effectively. There are 2 minor barriers 1. Investment to be made between 5 to 15 million USD per round of investment. 2. invest only in English-speaking countries. The data was taken from crunchbase.com. Initially 3 data files were taken ('companies.txt', 'rounds2.csv', 'mapping.csv'). Business objective: The objective is to identify the best sectors, countries, and a suitable investment type for making investments. The overall strategy is to invest where others are investing('where most investors are investing'). Data Analysis Goals: 1. Investment type analysis 2. Country analysis 3. Sector Analysis.

decagon icon decagon

Graph convolutional neural network for multirelational link prediction

dgl icon dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

kgnn icon kgnn

Source Code for IJCAI'20 "KGNN: Knowledge Graph Neural Network for Drug-Drug Interaction Prediction"

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