ksopyla

ksopyla's Stars

• jina-ai/jina

  ☁️ Build multimodal AI applications with cloud-native stack

  Language:Python21.1k2121.9k2.2k

• mlflow/mlflow

  Open source platform for the machine learning lifecycle

  Language:Python19.1k3064k4.3k

• ml-tooling/best-of-ml-python

  🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

  18.4k417572.6k

• dair-ai/ML-YouTube-Courses

  📺 Discover the latest machine learning / AI courses on YouTube.

  16.1k375201.9k

• EleutherAI/gpt-neo

  An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.

  Language:Python8.3k177137954

• lucidrains/x-transformers

  A concise but complete full-attention transformer with a set of promising experimental features from various papers

  Language:Python4.9k57236427

• miso-belica/sumy

  Module for automatic summarization of text documents and HTML pages.

  Language:Python3.5k114124531

• pytorch/text

  Models, data loaders and abstractions for language processing, powered by PyTorch

  Language:Python3.5k318800812

• Trusted-AI/AIF360

  A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

  Language:Python2.5k91251850

• gordicaleksa/pytorch-GAT

  My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

  Language:Jupyter Notebook2.5k4714333

• asappresearch/sru

  Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

  Language:Python2.1k64133304

• Tencent/TurboTransformers

  a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.

  Language:C++1.5k42119199

• nlpyang/PreSumm

  code for EMNLP 2019 paper Text Summarization with Pretrained Encoders

  Language:Python1.3k20235464

• DeepGraphLearning/graphvite

  GraphVite: A General and High-performance Graph Embedding System

  Language:C++1.2k32113155

• lucidrains/mlp-mixer-pytorch

  An All-MLP solution for Vision, from Google AI

  Language:Python1k1113109

• facebookresearch/KILT

  Library for Knowledge Intensive Language Tasks

  Language:Python921253191

• nghuyong/ERNIE-Pytorch

  ERNIE Pytorch Version

  Language:Python9181470120

• microsoft/fastformers

  FastFormers - highly efficient transformer models for NLU

  Language:Python702181853

• Lightning-Universe/lightning-transformers

  Flexible components pairing 🤗 Transformers with :zap: Pytorch Lightning

  Language:Python6122412976

• microsoft/fastseq

  An efficient implementation of the popular sequence models for text generation, summarization, and translation tasks. https://arxiv.org/pdf/2106.04718.pdf

  Language:Python431142538

• HHousen/TransformerSum

  Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.

  Language:Python42965258

• budzianowski/PyTorch-Beam-Search-Decoding

  PyTorch implementation of beam search decoding for seq2seq models

  Language:Python3372665

• vector-ai/vectorai

  Vector AI — A platform for building vector based applications. Encode, query and analyse data using vectors.

  Language:Python310111740

• patrickvonplaten/notebooks

  Some notebooks for NLP

  Language:Jupyter Notebook18911446

• jina-ai/jina-hub

  An open-registry for hosting Jina executors via container images

  Language:Python1073536048

• jordiclive/Convert-PolyAI-Torch

  Language:Python4051313

• pgorecki/django-cancan

  🔓Authorization library for Django

  Language:Python38534

• Ermlab/PoLitBert

  Polish RoBERTA model trained on Polish literature, Wikipedia, and Oscar. The major assumption is that quality text will give a good model.

  Language:Python341123

• sdadas/polish-sentence-evaluation

  Evaluation of Sentence Representations in Polish

  Language:Python22803

• Ermlab/mlflow-tracking-server

  Docker environment for MLflow tracking server

  Language:Dockerfile150