Weekly Report 4 - Feb 23 - Mar 02 2018
02 Mar 2018Amlaan
What I did
- Scraped Wunderground API data for last 5 years
- Used RandomSearch to finetune XGBoost parameters
- Experimented with running MLP in Caffe2
What I plan to do next week
- Data integration with Pandas, Seaborn, and Dora
- Test out Keras implementations of regression models for crime prediction
- Start on data visualization libraries
Blocks or impediments to the plan for next week
- The main issue will be integrating data.
Somshubra
What I did
- Finished developing the Yelp scrapers again
- Finish creating the base framework for tests
- Scraped data from Wunderground API for Weather
What I plan to do next week
- Finish the scraping task and submit work.
- Prepare for integration task next week
- Find some way to improve the embeddings for Deep Learning models.
Blocks or impediments to the plan for next week
- No blocks for now until integration begins.
Debojit
What I did
- Gathered data from Wunderground API and ran some script on it to understand it more personally
- Started building the backend service we plan on talking to using Django
- Discovered Deck.gl and tried using it to map some test maps. Discussed further UI decisions
What I plan to do next week
- Finish basic server setup and give teammates a platform to host their respective code on
- Contribute to front-end solution with building user inputs using ReactJS
- Help finalise what charts are the best for which form of data and test plot it
Blocks or impediments to the plan for next week
- Setting up some front end design and user flow
- Deck.gl seems attractive yet might not be the best solution as of now
Christopher
What I did
- Scraped data from Wunderground API for weather
- Explored and worked on understanding yelp data scrapping
- Worked on Report 2 , and was discussed the project pipeline
What I plan to do next week
- Work on yelp data scrapping and presenting it.
- Understand the output from data analytics and integration phase.
- Try to explore more on the visualization and webpage aspects.
Blocks or impediments to the plan for next week
- Identifying the right libraries for each of the task will be an impediment.