Inspiration
A group of guys from Electrical and Electronic Engineering thought that this hackathon would have some electronics hardware to play with (we wanted to build a toy car but that somehow didn't work out due to hardware constraints). So in the end, we decided to try some ComSci related field work.
What it does
A webpage which displays Forex live rate, future prediction of Forex rates with their corresponding world news which might affect the Forex rate.
How I built it
Backend + Frontend + Machine Learning using Tensorflow
Challenges I ran into
Many issues working with libraries mostly at the frontend side. A lot of JavaScript libraries are poorly documented. We should have went with node.js and react.js instead.
Accomplishments that I'm proud of
It works.
What I learned
It works.
What's next for Futurex
Better frontend implementation, better UI implementation, better training of predictive models, more currency to predict.
Built With
- bloomberg
- bootstrap
- css3
- d3.js
- deep-learning
- flask
- google-chart
- html
- javascript
- jupyter
- machine-learning
- natural-language-processing
- newsapi
- node.js
- pandas
- python
- scikit-learn
- tensor
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