John Barsotti's repositories
emmeans
Estimated marginal means
gym
A toolkit for developing and comparing reinforcement learning algorithms.
parsnip
A tidy unified interface to models
GEKKO
GEKKO Python for Machine Learning and Dynamic Optimization
spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
mimic-code
MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases
lifelines
Survival analysis in Python
CoreNLP
Stanford CoreNLP: A Java suite of core NLP tools.
stepmix
A Python package following the scikit-learn API for model-based clustering and generalized mixture modeling (latent class/profile analysis) of continuous and categorical data. StepMix handles missing values through Full Information Maximum Likelihood (FIML) and provides multiple stepwise Expectation-Maximization (EM) estimation methods.
contextily
Context geo-tiles in Python
Boruta-Shap
A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.
tsfresh
Automatic extraction of relevant features from time series:
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
ggforce
Accelerating ggplot2
wfdb-python
Native Python WFDB package
pyGAM
[HELP REQUESTED] Generalized Additive Models in Python
river
🌊 Online machine learning in Python
bnlearn
Python package for learning the graphical structure of Bayesian networks, parameter learning, inference and sampling methods.
alibi-detect
Algorithms for outlier, adversarial and drift detection
emoGG
:chart_with_upwards_trend::heart_eyes_cat: Emoji in ggplot2 :heart_eyes_cat::chart_with_upwards_trend:
sjPlot
sjPlot - Data Visualization for Statistics in Social Science
interpret
Fit interpretable models. Explain blackbox machine learning.
r-inla
This is the public repository for the r-inla project
hadoop
Apache Hadoop
ChatGPT
Lightweight package for interacting with ChatGPT's API by OpenAI. Uses reverse engineered official API.
flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
interpret-text
A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.
roughViz
Reusable JavaScript library for creating sketchy/hand-drawn styled charts in the browser.