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awesome-cpp

A curated list of awesome C++ (or C) frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.

grok-1

Grok open release

DeepSpeed

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

python-fire

Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.

LLMs-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

prefect

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

garnet

Garnet is a remote cache-store from Microsoft Research that offers strong performance (throughput and latency), scalability, storage, recovery, cluster sharding, key migration, and replication features. Garnet can work with existing Redis clients.

gorse

Gorse open source recommender system engine

StableCascade

Official Code for Stable Cascade

aim

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

weaver

Programming framework for writing and deploying cloud applications.

opendal

Apache OpenDAL: access data freely.

ngraph.path

Path finding in a graph

lectures

Material for cuda-mode lectures

dmls-book

Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)

mitsuba3

Mitsuba 3: A Retargetable Forward and Inverse Renderer

Daft

Distributed DataFrame for Python designed for the cloud, powered by Rust

geogram

a programming library with geometric algorithms

zed

A novel data lake based on super-structured data

VIMA

Official Algorithm Implementation of ICML'23 Paper "VIMA: General Robot Manipulation with Multimodal Prompts"

levanter

Legible, Scalable, Reproducible Foundation Models with Named Tensors and Jax

ray-tracing-one-weekend-taichi

A fast python implementation of Ray Tracing in One Weekend using python and Taichi

MEDIAR

(NeurIPS 2022 CellSeg Challenge - 1st Winner) Open source code for "MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality Microscopy"

UCE

UCE is a zero-shot foundation model for single-cell gene expression data

pyxu

Modular and scalable computational imaging in Python with GPU/out-of-core computing.

navis

Python library for analysis of neuroanatomical data.

dacapo

A framework for easy application of established machine learning techniques on large, multi-dimensional images.

vastdb_sdk

Python-based SDK designed for interacting with VAST Database & VAST Catalog, enabling schema and table management, efficient ingest, query and modification of columnar data.

funlib.persistence

Interfaces for data (arrays and graphs) and storage formats (databases and file formats)

i2k2020-imglib2-intro