data-science-notes
MAPIE
Our great sponsors
| data-science-notes | MAPIE | |
|---|---|---|
| 1 | 1 | |
| 35 | 1,152 | |
| - | 3.5% | |
| 0.0 | 9.7 | |
| over 1 year ago | 1 day ago | |
| Jupyter Notebook | Jupyter Notebook | |
| MIT License | BSD 3-clause "New" or "Revised" License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
data-science-notes
MAPIE
-
How to calculate confidence level of a regression model?
Did some research and apparently there are number of ways and regression seems to be quite hard and no straightforward answer. Came across MAPIE (https://github.com/scikit-learn-contrib/MAPIE) which predicts a upper and lower range of values.. how can I then calculate the confidence for a given prediction?
What are some alternatives?
hyperlearn - 2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
pycaret - An open-source, low-code machine learning library in Python
Data-science - Collection of useful data science topics along with articles, videos, and code
tsai - Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
60-Days-of-Data-Science-and-ML - 60 Days of Data Science and ML
FLAML - A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
strava-analysis - 🏃📊 Using strava to do personal analyses and to practice data scientist skills.
PyABSA - Sentiment Analysis, Text Classification, Text Augmentation, Text Adversarial defense, etc.;
linear_elasticity_3D_fenics - Finite element modeling for linear elasticity problem in 3D by using FEniCS software
datacamp - 🍧 DataCamp data-science and machine learning courses
nyc_traffic_flask - Flask App with leaflet.js that can perform NYC Traffic Prediction