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 7 days ago
autograddeep-learningtorch
16.12 score 497 stars 34 packages 1.2k scripts 5.8k 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 3 months ago
10.06 score 193 stars 1 packages 52 scripts 1.3k downloadsluz - 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 2 months ago
9.38 score 84 stars 1 packages 295 scripts 1.1k downloadstorchvision - 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 2 months ago
9.34 score 63 stars 4 packages 266 scripts 1.6k downloadstabnet - 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 2 months ago
tabnet
9.17 score 108 stars 62 scripts 702 downloadssafetensors - 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 2 months ago
6.22 score 7 stars 35 packages 10 scripts 4.6k downloadstok - Fast Text Tokenization
Interfaces with the 'Hugging Face' tokenizers library to provide implementations of today's most used tokenizers such as the 'Byte-Pair Encoding' algorithm <https://huggingface.co/docs/tokenizers/index>. It's extremely fast for both training new vocabularies and tokenizing texts.
Last updated 30 days ago
6.10 score 42 stars 1 packages 25 scripts 57 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 21 days ago
data-sciencedplyrllmpolarspython
5.81 score 36 stars 40 scripts 569 downloadspysparklyr - 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 2 months ago
databrickspysparksparkspark-connect
5.45 score 14 stars 10 scripts 596 downloadscuda.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-learning
5.27 score 33 stars 57 scripts 123 downloadstabulate - 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
5.21 score 39 stars 32 scripts 2.6k downloadstorchdatasets - 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 5 months ago
5.11 score 14 stars 93 scripts 438 downloadstfevents - 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 5 months ago
4.65 score 10 stars 10 scripts 330 downloadshfhub - 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 2 months ago
4.12 score 12 stars 22 scripts 243 downloadstorchvisionlib - 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 9 months ago
3.72 score 8 stars 13 scripts 199 downloadswav - 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
audiowav
2.70 score 1 stars 6 scripts 204 downloads