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.
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autograddeep-learningtorchcpp
16.80 score 569 stars 56 dependents 4.1k scripts 46k 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 its API borrows heavily from the 'PyTorch' vision package.
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12.50 score 77 stars 2 dependents 438 scripts 2.2k 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) <doi:10.48550/arXiv.2002.04688>, 'Keras' by Chollet et al. (2015) and 'PyTorch Lightning' by Falcon et al. (2019) <doi:10.5281/zenodo.3828935>.
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9.94 score 101 stars 3 dependents 465 scripts 1.4k 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.
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tabnet
9.25 score 119 stars 92 scripts 1.7k 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'.
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9.00 score 249 stars 1 dependents 135 scripts 1.7k 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.
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8.42 score 12 stars 58 dependents 24 scripts 8.7k downloadscuda.ml - R Interface for the RAPIDS cuML Suite of Libraries
R interface for RAPIDS cuML (<https://github.com/NVIDIA/cuml>), a suite of GPU-accelerated machine learning libraries powered by CUDA (<https://en.wikipedia.org/wiki/CUDA>).
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gpumachine-learning
8.21 score 50 stars 129 scripts 258 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.
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data-sciencedplyrllmpolarspython
7.34 score 129 stars 1 dependents 188 scripts 453 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.
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databrickspysparksparkspark-connect
6.48 score 17 stars 35 scripts 741 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.
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rustcargo
6.34 score 48 stars 2 dependents 19 scripts 526 downloads
lang - Translates R Help Documentation using Large Language Models
Translates R help documentation on the fly by using a Large Language model of your choice. If you are using 'RStudio' or 'Positron' the translated help will appear in the help pane.
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llmtranslations
6.32 score 32 stars 145 scripts 360 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.
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cpp
5.58 score 10 stars 25 scripts 1.5k 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.
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5.54 score 17 stars 136 scripts 467 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.
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5.39 score 21 stars 2 dependents 13 scripts 642 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.
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protobufcpp
4.93 score 13 stars 11 scripts 1.5k 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.
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audiowavcpp
4.25 score 4 stars 1 dependents 9 scripts 1.5k downloadscuda12.8 - CUDA 12.8 Toolkit Libraries
Provides CUDA 12.8 native libraries (runtime, cuBLAS, cuDNN, cuFFT, cuSOLVER, cuSPARSE, CUPTI, NVRTC, NvJitLink, NCCL, NVSHMEM, and NVCC) by downloading pre-built binaries from PyPI at install time. Intended to be used as a dependency by packages that require CUDA 12.8.
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2.30 score 2 stars 1 scripts