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oscarhibbert
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election-predictor
The Precision Scope backend
https://precisionscope.ai
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Predict Election function decoupled in main.py
#64
oscarhibbert
closed
1 week ago
0
Refactor ml logic data
#63
oscarhibbert
closed
1 week ago
0
Build Fast API and Hexmap Coords Util
#62
oscarhibbert
opened
2 weeks ago
0
IPYNB Refactor Merge into master
#61
oscarhibbert
closed
2 weeks ago
0
Introduce Seat Predictions Logic into main.py
#60
oscarhibbert
opened
2 weeks ago
0
Review NaN Values in X_train and X_test
#59
oscarhibbert
opened
2 weeks ago
0
BQ Introducing int64_ columns to data sources
#58
oscarhibbert
opened
2 weeks ago
0
Decouple main.py predict_election() function into seperate functions
#57
oscarhibbert
closed
1 week ago
1
Refactor data.py for ABC BaseModel Class and introduce cleaning and fetching
#56
oscarhibbert
closed
1 week ago
0
Complete debugging and refactor of main.py in the refactor-ipynb branch
#55
oscarhibbert
closed
2 weeks ago
0
Added Neural Network to notebook
#54
nieksonneveld
closed
4 weeks ago
0
notebook for loading ONS data, adding it to our other data and running a model
#53
nieksonneveld
closed
1 month ago
0
Try neural network to come to better election predictions
#52
nieksonneveld
opened
1 month ago
0
ONS modelling
#51
nieksonneveld
closed
1 month ago
0
ONS preprocessing
#50
nieksonneveld
closed
1 month ago
0
Notebook for loading, cleaning and merging ONS csv files
#49
nieksonneveld
closed
1 month ago
0
Trends xgboost
#48
nieksonneveld
closed
1 month ago
0
Add ONS inflation, GDP and unemployment rates as data source (source manually)
#47
nieksonneveld
closed
1 month ago
0
Create page that outlines assumptions we made (referring to sources such as FT, Economist, etc.)
#46
nieksonneveld
opened
1 month ago
0
wrote a notebook that pulls data from BQ, trends from csv and joins them
#45
nieksonneveld
closed
1 month ago
0
Google trends
#44
nieksonneveld
closed
1 month ago
0
Create model that uses polling + trends data
#43
nieksonneveld
closed
1 month ago
0
Join Google Trends data with national polling and results
#42
nieksonneveld
closed
1 month ago
0
XGBoost model and preprocessing pipeline v1 ready for merge
#41
oscarhibbert
closed
1 month ago
0
Create XGBoost model without alternative data
#40
nieksonneveld
closed
1 month ago
0
Dumb model + seats utils functions PR
#39
oscarhibbert
closed
1 month ago
0
Upload Google Trends data to BQ
#38
nieksonneveld
closed
2 weeks ago
0
Upload the wikipedia page views CSV to table in BQ
#37
oscarhibbert
closed
2 weeks ago
0
Preproc pipeline merge to master
#36
oscarhibbert
closed
1 month ago
0
Refactor dumb model notebook into a Python file
#35
oscarhibbert
closed
1 month ago
0
Build contextual BQ to Pandas Notebook for the team
#34
oscarhibbert
closed
1 month ago
0
Merge data cleaning branch into master
#33
oscarhibbert
closed
1 month ago
2
Preproc pipeline
#32
nieksonneveld
closed
1 month ago
0
Manually pull national Google Trends data and store in csv
#31
nieksonneveld
closed
1 month ago
0
Convert source CSVs into BQ source tables
#30
oscarhibbert
closed
1 month ago
1
Research Streamlit docs and frontend app structure
#29
nieksonneveld
closed
3 weeks ago
0
Explore LinearBoost outperforming XGBoost Model
#28
oscarhibbert
closed
2 weeks ago
0
Clean constituency election data
#27
nieksonneveld
closed
1 month ago
0
Clean national election data
#26
nieksonneveld
closed
1 month ago
0
Refactor cleaning, preproc, training, validation and prediction notebooks into functions
#25
nieksonneveld
closed
2 weeks ago
0
Unit Tests
#24
oscarhibbert
opened
1 month ago
1
Setup and configure GCP Billing
#23
oscarhibbert
closed
1 month ago
0
Upload initial dataset to BQ Table
#22
oscarhibbert
closed
1 month ago
0
Setup and configure GCP BQ
#21
oscarhibbert
closed
1 month ago
0
Setup and configure GCP Project
#20
oscarhibbert
closed
1 month ago
0
Scaffold frontend and configure repo
#19
oscarhibbert
closed
2 weeks ago
0
Config backend API Docker image
#18
oscarhibbert
opened
1 month ago
0
Implement CI/CD Pipeline for backend API
#17
oscarhibbert
opened
1 month ago
0
Implement backend API scaffolding
#16
oscarhibbert
closed
1 month ago
0
Create Miro map of target model state
#15
nieksonneveld
closed
1 month ago
1
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