hgrif

pydargs

Pydargs allows configuring a (Pydantic) dataclass through command line arguments.

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

Financial-Models-Numerical-Methods

Collection of notebooks about quantitative finance, with interactive python code.

etchasnap

Etch-a-Snap the Etch-a-Sketch camera, built using a Raspberry Pi Zero & Camera

okama

Investment portfolio and stocks analyzing tools for Python with free historical data

pyfinance

Personal portfolio analysis 📈💰

simulate

This is a finance factor model, risk model, portfolio optimization, strategies research library.

PyPortfolioOpt

Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity

vertex-ai-samples

Notebooks, code samples, sample apps, and other resources that demonstrate how to use, develop and manage machine learning and generative AI workflows using Google Cloud Vertex AI.

ctmlp

Code for my live demo at MoneyLion's Tech Talk #4 on the topic of Continuous Testing of Machine Learning Projects

you-dont-need-a-bigger-boat

An end-to-end implementation of intent prediction with Metaflow and other cool tools

dbt-tips

Collection of dbt Tips and Tricks

ml-testing

🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects

data-centric-ai

Resources for Data Centric AI

datascience-fails

Collection of articles listing reasons why data science projects fail.

code

Compilation of R and Python programming codes on the Data Professor YouTube channel.

piven

Prediction Intervals with specific value prediction

natural-language-image-search

Search photos on Unsplash using natural language

awesome-papers-fewshot

Collection for Few-shot Learning

machine_learning_examples

detext

DeText: A Deep Neural Text Understanding Framework for Ranking and Classification Tasks

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

PowerSQL

Robust data transformation tool using SQL

awesome-mlops

A curated list of references for MLOps

causal-curve

A python package with tools to perform causal inference using observational data when the treatment of interest is continuous.

bayesian-analysis-recipes

A collection of Bayesian data analysis recipes using PyMC3

justcause

💊 Comparing causality methods in a fair and just way.

causal_inference_python_code

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

managers-playbook

:book: Heuristics for effective management

deltapy

DeltaPy - Tabular Data Augmentation (by @firmai)