AlexandruBurlacu

awesome-scalability

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

reverse-interview

Questions to ask the company during your interview

pgvector

Open-source vector similarity search for Postgres

skypilot

SkyPilot: Run LLMs, AI, and Batch jobs on any cloud. Get maximum savings, highest GPU availability, and managed execution—all with a simple interface.

FasterTransformer

Transformer related optimization, including BERT, GPT

Machine-Learning-Interviews

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

fn.py

Functional programming in Python: implementation of missing features to enjoy FP

LMOps

General technology for enabling AI capabilities w/ LLMs and MLLMs

PyTricks

Collection of less popular features and tricks for the Python programming language

professional-services

Common solutions and tools developed by Google Cloud's Professional Services team. This repository and its contents are not an officially supported Google product.

MLQuestions

Machine Learning and Computer Vision Engineer - Technical Interview Questions

hivemind

Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.

avalanche

Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

torchtyping

Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.

MLOpsPython

MLOps using Azure ML Services and Azure DevOps

intake

Intake is a lightweight package for finding, investigating, loading and disseminating data.

bigscience

Central place for the engineering/scaling WG: documentation, SLURM scripts and logs, compute environment and data.

LibFewShot

LibFewShot: A Comprehensive Library for Few-shot Learning. TPAMI 2023.

doubtlab

Doubt your data, find bad labels.

example-bazel-monorepo

🌿💚 Example Bazel-ified monorepo, supporting Golang, Java, Python, Scala, and Typescript

awesome-data-centric-ai

Open-Source Software, Tutorials, and Research on Data-Centric AI 🤖

pyschedule

pyschedule - resource scheduling in python

awesome-transformer-search

A curated list of awesome resources combining Transformers with Neural Architecture Search

actions-ml-cicd

A Collection of GitHub Actions That Facilitate MLOps

distil

DISTIL: Deep dIverSified inTeractIve Learning. An active/inter-active learning library built on py-torch for reducing labeling costs.

2021-data-science-refactor

dendromap

Interactively and visually explore large-scale image datasets used in machine learning using treemaps. VIS 2022

last-successful-commit-action

GitHub action for identifying the last successful commit for a given workflow and branch.

stockflow

simple system dynamics in python - wrapper around scipy odeint using stocks and flows

setup_scripts

Useful scripts for different setups