jpcorb20

JP's starred repositories

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Language:PythonApache-2.0131789 1117 15645

DeepSpeed

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

Language:PythonApache-2.034655 342 2712

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

MIT27141 946 24

dash

Data Apps & Dashboards for Python. No JavaScript Required.

Language:PythonMIT21151 418 1770

speechbrain

A PyTorch-based Speech Toolkit

Language:PythonApache-2.08530 131 1077

optimum

🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools

Language:PythonApache-2.02446 56 731

transformer-deploy

Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀

Language:PythonApache-2.01642 27 121

transformers-interpret

Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.

Language:Jupyter NotebookApache-2.01261 20 76

baal

Bayesian active learning library for research and industrial usecases.

Language:PythonApache-2.0858 18 114

DataAug4NLP

Collection of papers and resources for data augmentation for NLP.

827 28 2

transformers-tutorials

Github repo with tutorials to fine tune transformers for diff NLP tasks

Language:Jupyter NotebookMIT814 11 24

NL-Augmenter

NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations

Language:PythonMIT770 23 52

Few-NERD

Code and data of ACL 2021 paper "Few-NERD: A Few-shot Named Entity Recognition Dataset"

Language:PythonApache-2.0385 12 44

ISIC-Archive-Downloader

A script to download the ISIC Archive of lesion images

Language:PythonApache-2.0198 8 30

label-studio-transformers

Label data using HuggingFace's transformers and automatically get a prediction service

Language:PythonApache-2.0174 9 14

d3graph

Creation of interactive networks using d3 Javascript

Language:Jupyter NotebookNOASSERTION171 7 33

diffbot-python-client

Python Diffbot API Client

Language:Python118 160

EUNN-tensorflow

Efficient Unitary Neural Network(EUNN) implementation in Tensorflow

Language:PythonMIT74 10 3

Interpret

The PyTorch implementation the Smooth Grad [https://arxiv.org/pdf/1706.03825.pdf] and Integrated Gradients [https://arxiv.org/pdf/1703.01365.pdf] for NLP Models.

Language:Python46 3 3

FrenchLefffLemmatizer

A French Lemmatizer in Python based on the LEFFF

Language:PythonNOASSERTION34 1 1

torch_eunn

A Pytorch implementation of an efficient unitary neural network (https://arxiv.org/abs/1612.05231)

Language:PythonMIT32 30

AMOS

[ICLR 2022] Pretraining Text Encoders with Adversarial Mixture of Training Signal Generators

Language:PythonMIT24 5 2

benchmark-for-transformers

Tool for easily comparing and evaluating the performance of transformers under different scenarios.

Language:PythonMIT6 10

nlu_data_diets

NLU on Data Diets

Language:PythonApache-2.06 20

toxic-comment-server

Models to detect hateful comments served with flask trained on Kaggle's Toxic Comment Classification Challenge dataset.

Language:Python4 20

covid19-transmission-ukf

With this repository, I derive the time-dependent R0 coefficient of the COVID-19 with the Unscented Kalman Filter from the data gathered by John Hopkins assuming the SEIR model.

Language:PythonMIT3 2 2

pure-matrix

Pure python matrix code to do algebra with PCA (naive power iteration) and KMean (random initialization) implementations.

Language:PythonMIT1 20

orsum2020_collaborative_datasets

Anonymized train set and test set used in RecSys2020 experiment to optimize the hyperparameters.

1 20