torch - Tensors and Neural Networks with 'GPU' Acceleration

Provides functionality to define and train neural networks similar to 'PyTorch' by Paszke et al (2019) <doi:10.48550/arXiv.1912.01703> but written entirely in R using the 'libtorch' library. Also supports low-level tensor operations and 'GPU' acceleration.

Last updated 1 days ago

autograddeep-learningtorchcpp

16.17 score 509 stars 36 dependents 1.4k scripts 4.7k downloads

chattr - Interact with Large Language Models in 'RStudio'

Enables user interactivity with large-language models ('LLM') inside the 'RStudio' integrated development environment (IDE). The user can interact with the model using the 'shiny' app included in this package, or directly in the 'R' console. It comes with back-ends for 'OpenAI', 'GitHub' 'Copilot', and 'LlamaGPT'.

Last updated 15 days ago

10.25 score 203 stars 1 dependents 71 scripts 1.2k downloads

luz - Higher Level 'API' for 'torch'

A high level interface for 'torch' providing utilities to reduce the the amount of code needed for common tasks, abstract away torch details and make the same code work on both the 'CPU' and 'GPU'. It's flexible enough to support expressing a large range of models. It's heavily inspired by 'fastai' by Howard et al. (2020) <arXiv:2002.04688>, 'Keras' by Chollet et al. (2015) and 'PyTorch Lightning' by Falcon et al. (2019) <doi:10.5281/zenodo.3828935>.

Last updated 4 months ago

9.73 score 87 stars 3 dependents 306 scripts 724 downloads

torchvision - Models, Datasets and Transformations for Images

Provides access to datasets, models and preprocessing facilities for deep learning with images. Integrates seamlessly with the 'torch' package and it's 'API' borrows heavily from 'PyTorch' vision package.

Last updated 4 months ago

9.45 score 63 stars 6 dependents 284 scripts 1.3k downloads

tabnet - Fit 'TabNet' Models for Classification and Regression

Implements the 'TabNet' model by Sercan O. Arik et al. (2019) <doi:10.48550/arXiv.1908.07442> with 'Coherent Hierarchical Multi-label Classification Networks' by Giunchiglia et al. <doi:10.48550/arXiv.2010.10151> and provides a consistent interface for fitting and creating predictions. It's also fully compatible with the 'tidymodels' ecosystem.

Last updated 4 months ago

tabnet

9.08 score 108 stars 62 scripts 846 downloads

mall - Run Multiple Large Language Model Predictions Against a Table, or Vectors

Run multiple 'Large Language Model' predictions against a table. The predictions run row-wise over a specified column. It works using a one-shot prompt, along with the current row's content. The prompt that is used will depend of the type of analysis needed.

Last updated 2 months ago

data-sciencedplyrllmpolarspython

6.51 score 69 stars 94 scripts 667 downloads

safetensors - Safetensors File Format

A file format for storing tensors that is secure (doesn't allow for code execution), fast and simple to implement. 'safetensors' also enables cross language and cross frameworks compatibility making it an ideal format for storing machine learning model weights.

Last updated 4 months ago

6.35 score 7 stars 37 dependents 13 scripts 4.4k downloads

cuda.ml - R Interface for the RAPIDS cuML Suite of Libraries

R interface for RAPIDS cuML (<https://github.com/rapidsai/cuml>), a suite of GPU-accelerated machine learning libraries powered by CUDA (<https://en.wikipedia.org/wiki/CUDA>).

Last updated 3 years ago

gpumachine-learningcpp

5.27 score 33 stars 57 scripts 146 downloads

tabulate - Pretty Console Output for Tables

Generates pretty console output for tables allowing for full customization of cell colors, font type, borders and many others attributes. It also supports 'multibyte' characters and nested tables.

Last updated 3 years ago

cpp

5.27 score 39 stars 33 scripts 2.9k downloads

pysparklyr - Provides a 'PySpark' Back-End for the 'sparklyr' Package

It enables 'sparklyr' to integrate with 'Spark Connect', and 'Databricks Connect' by providing a wrapper over the 'PySpark' 'python' library.

Last updated 4 months ago

databrickspysparksparkspark-connect

5.27 score 14 stars 11 scripts 423 downloads

torchdatasets - Ready to Use Extra Datasets for Torch

Provides datasets in a format that can be easily consumed by torch 'dataloaders'. Handles data downloading from multiple sources, caching and pre-processing so users can focus only on their model implementations.

Last updated 7 months ago

5.15 score 14 stars 101 scripts 352 downloads

tfevents - Write Events for 'TensorBoard'

Provides a convenient way to log scalars, images, audio, and histograms in the 'tfevent' record file format. Logged data can be visualized on the fly using 'TensorBoard', a web based tool that focuses on visualizing the training progress of machine learning models.

Last updated 7 months ago

protobufcpp

4.48 score 10 stars 10 scripts 378 downloads

hfhub - Hugging Face Hub Interface

Provides functionality to download and cache files from 'Hugging Face Hub' <https://huggingface.co/models>. Uses the same caching structure so files can be shared between different client libraries.

Last updated 4 months ago

4.23 score 14 stars 24 scripts 164 downloads

torchvisionlib - Additional Operators for Image Models

Implements additional operators for computer vision models, including operators necessary for image segmentation and object detection deep learning models.

Last updated 11 months ago

cpp

3.77 score 9 stars 13 scripts 198 downloads

wav - Read and Write WAV Files

Efficiently read and write Waveform (WAV) audio files <https://en.wikipedia.org/wiki/WAV>. Support for unsigned 8 bit Pulse-code modulation (PCM), signed 12, 16, 24 and 32 bit PCM and other encodings.

Last updated 2 years ago

audiowavcpp

2.70 score 1 stars 6 scripts 202 downloads