yalaudah

facies_classification_benchmark

The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facies Classification" (published in the SEG Interpretation Journal, August 2019).

awesome-python-data-science

Probably the best curated list of data science software in Python.

FCN-pytorch

🚘 The easiest implementation of fully convolutional networks

seismic-deeplearning

Deep Learning for Seismic Imaging and Interpretation

AnomalyDetector

Samples for the Anomaly Detection API documentation:

computervision-recipes

Best Practices, code samples, and documentation for Computer Vision.

course

The Hugging Face course

Deep-Learning-In-Production

Develop production ready deep learning code, deploy it and scale it

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.

DiCE

Generate Diverse Counterfactual Explanations for any machine learning model.

fzf

:cherry_blossom: A command-line fuzzy finder

hydra

Hydra is a framework for elegantly configuring complex applications

imgaug

Image augmentation for machine learning experiments.

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

loguru

Python logging made (stupidly) simple

mapping-challenge-starter-kit

Starter kit for getting started in the crowdAI Mapping Challenge

MetricsAdvisor

openai

The repository for all Azure OpenAI Samples complementing the OpenAI cookbook.

playground-notebooks

Jupyter Notebooks examples of Playground API scripts

playground-to-up42

Convert Playground Processing Dockers to UP42 format

prefect

The easiest way to automate your data

proplot

🎨 A comprehensive matplotlib wrapper for making beautiful, publication-quality graphics

python-package-template

🚀 Your next Python package needs a bleeding-edge project structure.

ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

rich

Rich is a Python library for rich text and beautiful formatting in the terminal.

shap

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

spark

Apache Spark - A unified analytics engine for large-scale data processing

SynapseML

Simple and Distributed Machine Learning

WSL-CNN

Initial code for Weakly Supervised Labeling with CNNs (not ready for public use yet)

yalaudah.github.io