grivan

xformers

Hackable and optimized Transformers building blocks, supporting a composable construction.

mlentary

quasi-open-source introductory book about machine learning, emphasis on geometry and modern concepts

ann-benchmarks

Benchmarks of approximate nearest neighbor libraries in Python

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

Papers-Literature-ML-DL-RL-AI

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

kactl

KTH Algorithm Competition Template Library (... eller KTHs AC-tillverkande lapp)

hermitage

What are the differences between the transaction isolation levels in databases? This is a suite of test cases which differentiate isolation levels.

biopython

Official git repository for Biopython (originally converted from CVS)

what-happens-when

An attempt to answer the age old interview question "What happens when you type google.com into your browser and press enter?"

greykite

A flexible, intuitive and fast forecasting library

archai

Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.

staff-eng

Collection of stories of how folks have reached Staff-plus roles in technology.

kinto

Mac-style shortcut keys for Linux & Windows.

antlr4

ANTLR (ANother Tool for Language Recognition) is a powerful parser generator for reading, processing, executing, or translating structured text or binary files.

shparkley

Spark implementation of computing Shapley Values using monte-carlo approximation

cube

📊 Cube — The Semantic Layer for Building Data Applications

taskqueues.com

A list of distributed task queueing software.

prophet

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

annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

citus

Distributed PostgreSQL as an extension

transformers

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

microservices-with-grpc

Surprise

A Python scikit for building and analyzing recommender systems

facets

Visualizations for machine learning datasets

hypertrace

An open source distributed tracing & observability platform

ray

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

models

Models and examples built with TensorFlow