Beast code in Giters

Julian Aronowitz's starred repositories

gsDesign

Group sequential design for clinical trials

Language:RGPL-3.05000

bayesflow

A Python library for amortized Bayesian workflows using generative neural networks.

Language:PythonMIT35000

skrub

Prepping tables for machine learning

Language:PythonBSD-3-Clause118300

drf

Distributional Random Forests (Cevid et al., 2020)

Language:Jupyter NotebookGPL-3.03800

financial_lessons

What financial info would I have wanted to know when I was 22 and jumping into tech?

70300

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

Language:PythonMIT1837300

simanneal

Python module for Simulated Annealing optimization

Language:PythonISC63400

The-Elements-of-Statistical-Learning-Python-Notebooks

A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book

Language:Jupyter Notebook85000

pyro

Deep universal probabilistic programming with Python and PyTorch

Language:PythonApache-2.0852500

GEKKO

GEKKO Python for Machine Learning and Dynamic Optimization

Language:PythonNOASSERTION59700

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Language:PythonApache-2.013357800

nba-optimize

Code that show how to optimize a DFS NBA lineup, which is a version of a knapsack problem

Language:Jupyter Notebook1000

cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

Language:PythonMIT826400

nba_api

An API Client package to access the APIs for NBA.com

Language:PythonMIT245200

machine-learning-systems-design

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

Language:HTML899600

industry-machine-learning

A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)

Language:Jupyter Notebook723800

Production-Level-Deep-Learning

A guideline for building practical production-level deep learning systems to be deployed in real world applications.

433600

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

MIT1746500

guildai

Experiment tracking, ML developer tools

Language:PythonApache-2.086900

hiplot

HiPlot makes understanding high dimensional data easy

Language:TypeScriptMIT274400

causal_inference_python_code

Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins

Language:Jupyter Notebook124300

DeepMoji

State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.

Language:PythonMIT151200

GloVe

GloVe model for distributed word representation

Language:CApache-2.0100