dhavala

edugrad

A minimal re-implementation of the PyTorch API (forward/backward autodifferentiation), intended for pedagogical uses

BitNet

Implementation of "BitNet: Scaling 1-bit Transformers for Large Language Models" in pytorch

WeightWatcher

The WeightWatcher tool for predicting the accuracy of Deep Neural Networks

zett

Code for Zero-Shot Tokenizer Transfer

GP4A

Code for NeurIPS 2019 paper: "Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes"

cognita

RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry

fedem

Library for Federated Emergence & Foundation Models

Python-Package-Template

A easy, reliable, fluid template for python packages complete with docs, testing suites, readme's, github workflows, linting and much much more

LogGENE

Code for the paper: LogGENE, A Smooth alternative for the Check Loss

kedro-dvc

whylogs

An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈

UD_Telugu-MTG

Telugu data.

AlgDesign

Algorithmic Experimental Design by Robert E. Wheeler

AdaSwarm

darts

A python library for user-friendly forecasting and anomaly detection on time series.

poetry

Python packaging and dependency management made easy

kedro

Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

sklearn-json

A safe, transparent way to share and deploy scikit-learn models.

hamiltorch

PyTorch-based library for Riemannian Manifold Hamiltonian Monte Carlo (RMHMC) and inference in Bayesian neural networks

dynesty

Dynamic Nested Sampling package for computing Bayesian posteriors and evidences

MBDS2018-NLPTutorial

NLP Tutorial @Midwest Big Data Summer school 2018

adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

pytorch-fm

Factorization Machine models in PyTorch

DiCE

Generate Diverse Counterfactual Explanations for any machine learning model.

interpretable-ml-book

Book about interpretable machine learning

airflow-exp

dvc

🦉 Data Versioning and ML Experiments

Hype

Hype: Compositional Machine Learning and Hyperparameter Optimization

cyp2sql

Cypher to SQL

morpheus

Morpheus brings the leading graph query language, Cypher, onto the leading distributed processing platform, Spark.