denmoroz

denmoroz's Stars

• iarai/concurrent-dataloader

  Profiling and Improving the PyTorch Dataloader for high-latency Storage

  Language:Jupyter Notebook205

• ML-SystemDesign/MLSystemDesign

  48935

• exaloop/codon

  A high-performance, zero-overhead, extensible Python compiler using LLVM

  Language:C++15.3k524

• google-deepmind/graphcast

  Language:Python5.6k685

• ZFTurbo/timm_3d

  PyTorch Volume Models for 3D data

  Language:Python504

• microsoft/torchgeo

  TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

  Language:Python3.2k381

• nsidc/earthaccess

  Python Library for NASA Earthdata APIs

  Language:Python43592

• cogeotiff/rio-tiler

  User friendly Rasterio plugin to read raster datasets.

  Language:Python522109

• ben1post/xarray-simlab-ode

  Framework for building and solving ODE-based models, an extension of xarray-simlab

  Language:Python3

• blaylockbk/Herbie

  Download numerical weather prediction datasets (HRRR, RAP, GFS, IFS, etc.) from NOMADS, NODD partners (Amazon, Google, Microsoft), ECMWF open data, and the University of Utah Pando Archive System.

  Language:Python53074

• TheJacksonLaboratory/zarrdataset

  A dataset for loading zarr files to be used in machine learning training pipelines

  Language:Python261

• TileDB-Inc/TileDB

  The Universal Storage Engine

  Language:C++1.9k184

• google/tensorstore

  Library for reading and writing large multi-dimensional arrays.

  Language:C++1.4k122

• jaychempan/Awesome-LWMs

  🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)

  19826

• PyTables/PyTables

  A Python package to manage extremely large amounts of data

  Language:Python1.3k276

• marsupialtail/quokka

  Making data lake work for time series

  Language:Python1.1k59

• delta-incubator/deltaray

  Delta reader for the Ray open-source toolkit for building ML applications

  Language:Python4311

• NX-AI/xlstm

  Official repository of the xLSTM.

  Language:Python1.6k117

• webdataset/webdataset

  A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.

  Language:Python2.4k193

• fzi-forschungszentrum-informatik/Lanelet2

  Map handling framework for automated driving

  Language:C++808330

• PrefectHQ/prefect

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

  Language:Python18k1.7k

• google-research/tuning_playbook

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

  27.8k2.3k

• feast-dev/feast

  The Open Source Feature Store for Machine Learning

  Language:Python5.7k1k

• rtqichen/torchdiffeq

  Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

  Language:Python5.7k943

• onnx/onnxmltools

  ONNXMLTools enables conversion of models to ONNX

  Language:Python1k189

• facebookresearch/xformers

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

  Language:Python8.9k635

• lancedb/lancedb

  Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!

  Language:Python5.2k359

• lancedb/lance

  Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..

  Language:Rust4.1k238

• pola-rs/polars

  Dataframes powered by a multithreaded, vectorized query engine, written in Rust

  Language:Rust31.3k2k

• alirezadir/Machine-Learning-Interviews

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

  Language:Jupyter Notebook5.2k908