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robustlearn

Robust machine learning for responsible AI

robyn

Robyn is an experimental, automated and open-sourced Marketing Mix Modeling (MMM) package from Facebook Marketing Science. It uses various machine learning techniques (Ridge regression with cross validation, multi-objective evolutionary algorithm for hyperparameter optimisation, gradient-based optimisation for budget allocation etc.) to define media channel efficiency and effectivity, explore adstock rates and saturation curves. It's built for granular datasets with many independent variables and therefore especially suitable for digital and direct response advertisers with rich dataset.

ruff

An extremely fast Python linter, written in Rust.

rulefit

Python implementation of the rulefit algorithm

ruptures

ruptures: change point detection in Python

sbt

sbt, the interactive build tool

scikit-learn

scikit-learn: machine learning in Python

scikit-learn-mooc

scikit-learn-mooc

scikit-learn-tips

:robot::zap: 50 scikit-learn tips

scikit-learn-videos

Jupyter notebooks from the scikit-learn video series

scikit-multiflow

A machine learning package for streaming data in Python. The other ancestor of River.

scikit-network

Graph Algorithms

scipy2023-deeplearning

sdv

Synthetic Data Generation for tabular, relational and time series data.

seaborn

Statistical data visualization in Python

self-ask

Code and data for "Measuring and Narrowing the Compositionality Gap in Language Models"

sentencepiece

Unsupervised text tokenizer for Neural Network-based text generation.

sentiment-analysis-through-deep-learning-with-keras-and-python

Sentiment Analysis through Deep Learning with Keras and Python, published by Packt

serving

A flexible, high-performance serving system for machine learning models

shap

A game theoretic approach to explain the output of any machine learning model.

shap-e

Generate 3D objects conditioned on text or images

shapash

🔅 Shapash makes Machine Learning models transparent and understandable by everyone

sharegpt

To allow the sharing of API keys to create a free OpenAI API.

simple-generic-ml-model-server

It is a simple python flask prediction server which continuously listens a model directory and loads on modification.

simple-python-codes

Simple Python Codes for routine tasks

simpletransformers

Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

smartnoise-core

Differential privacy validator and runtime

smiler

😄Smile detection with Keras 😄. Uses OpenCV to detect and crop faces and Keras to check if the face is smiling.

snowflake-cookbook

Snowflake Cookbook, published by Packt

solutions-to-problems

Solutions to coding problems that can occur through high-tier interviews & preparation advices for them.