Python Pytorch

Open-source Python projects categorized as Pytorch | Edit details

Top 23 Python Pytorch Projects

  • GitHub repo transformers

    🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.

    Project mention: [D] How do pretrained tokenizers work? | reddit.com/r/MachineLearning | 2021-11-26

    I have been using the pretrained tokenizers available from the huggingface/transformers library. And they have been working well for my use case.

  • GitHub repo Real-Time-Voice-Cloning

    Clone a voice in 5 seconds to generate arbitrary speech in real-time

    Project mention: Getting started with a GitHub project, question about Python | reddit.com/r/learnprogramming | 2021-11-23

    Hi, I'm looking to try out a GitHub project (https://github.com/CorentinJ/Real-Time-Voice-Cloning) and already feeling in over my head.

  • Scout APM

    Scout APM: A developer's best friend. Try free for 14-days. Scout APM uses tracing logic that ties bottlenecks to source code so you know the exact line of code causing performance issues and can get back to building a great product faster.

  • GitHub repo pytorch-tutorial

    PyTorch Tutorial for Deep Learning Researchers

    Project mention: How to 'practice' pytorch after finishing its basic tutorial? | reddit.com/r/learnmachinelearning | 2021-05-09

    I tried to move straight to practicing implementing papers and trying to understand other people's codes but failed miserably. I feel like there was too much of a gap between the basic tutorial and being able to implement ideas into code....hence the question: Is there any resource/way to practice pytorch in general? I did find this and this, but I just wanted to hear what others have gone through to become better at PyTorch up to the point they can build stuff from their own ideas

  • GitHub repo yolov5

    YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

    Project mention: Hey, I'm trying to find some materials about object detection in Pytorch but I'm having a hard time finding it. | reddit.com/r/pytorch | 2021-11-26

    And there are explanations: it's the research articles as well as the blog articles talking about them. And 99% of the code you'll find is open sourced: - The official torchvision has various models described here with their reference papers and the code of these models is found on the gitub page - You can find almost-official YOLO implementation on this github page.

  • GitHub repo mmdetection

    OpenMMLab Detection Toolbox and Benchmark

    Project mention: [D] Good quality code repos on deep learning | reddit.com/r/MachineLearning | 2021-08-27

    MMDetection

  • GitHub repo pytorch-lightning

    The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

    Project mention: [D] Colab TPU low performance | reddit.com/r/MachineLearning | 2021-11-18

    I wanted to make a quick performance comparison between the GPU (Tesla K80) and TPU (v2-8) available in Google Colab with PyTorch. To do so quickly, I used an MNIST example from pytorch-lightning that trains a simple CNN.

  • GitHub repo pytorch-CycleGAN-and-pix2pix

    Image-to-Image Translation in PyTorch

    Project mention: I made a 3d topographic map based on my recent civ6 game | reddit.com/r/civ | 2021-08-03

    pix2pix algorithm is used for translating Civ6Maps to heightmaps. Synthesized terrain was rendered in blender.

  • Nanos

    Run Linux Software Faster and Safer than Linux with Unikernels.

  • GitHub repo fairseq

    Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

    Project mention: Meta/Facebook AI Releases XLS-R: A Self-Supervised Multilingual Model Trained On 128 Languages For A Variety Of Speech Tasks | reddit.com/r/ArtificialInteligence | 2021-11-22

    Github: https://github.com/pytorch/fairseq/tree/main/examples/wav2vec/xlsr

  • GitHub repo EasyOCR

    Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

    Project mention: [Question] Best approach for Optical Character recognition on large (20MB+) photos? | reddit.com/r/opencv | 2021-11-10

    Try easyocr or Tesseract. Both are pretty easy to use and don't need much background in OpenCV.

  • GitHub repo pytorch_geometric

    Graph Neural Network Library for PyTorch

    Project mention: TensorFlow Graph Neural Networks | news.ycombinator.com | 2021-11-18

    Meanwhile, PyTorch-Geometric is 3 years old and 13K stars on Github.

    https://github.com/pyg-team/pytorch_geometric

  • GitHub repo jina

    Cloud-native neural search framework for 𝙖𝙣𝙮 kind of data

    Project mention: Open source tools to track github repository stats? | reddit.com/r/opensource | 2021-10-24

    I use this tool everyday to track growth for Jina (an open-source neural search framework)

  • GitHub repo horovod

    Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

    Project mention: [D] GPU buying recommendation | reddit.com/r/MachineLearning | 2021-07-17

    If you just want to run tensorflow or pytorch for a Jupyter notebook, setting the environment shouldn't be difficult. I know that AWS has a marketplace of preconfigured images. However, you can go as advanced as setting up a cluster of gpu-equipped nodes to setup Horovod (https://github.com/horovod/horovod) to do distributed machine learning. Yes, there's a learning curve, but you cannot acquire this skillet any other way.

  • GitHub repo d2l-en

    Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

    Project mention: I created a way to learn machine learning through Jupyter | reddit.com/r/learnmachinelearning | 2021-04-30

    There are actually some online books and courses built on Jupyter Notebook ([Dive to Deep Learning Book](https://github.com/d2l-ai/d2l-en) for example). However yours is more detail and could really helps beginners.

  • GitHub repo datasets

    🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

    Project mention: Hugging Face Introduces ‘Datasets’: A Lightweight Community Library For Natural Language Processing (NLP) | reddit.com/r/artificial | 2021-11-08

    Code for https://arxiv.org/abs/2109.02846 found: https://github.com/huggingface/datasets

  • GitHub repo flair

    A very simple framework for state-of-the-art Natural Language Processing (NLP)

    Project mention: How to create a dataset for training NER models when you only have entity data | reddit.com/r/LanguageTechnology | 2021-10-18

    We have a list of entities in text files separated with a new line. We intend to train the flair model to detect these entities in text, but NER models require the entity to be labeled in a paragraph with BOI format.

  • GitHub repo allennlp

    An open-source NLP research library, built on PyTorch.

    Project mention: Cedille, the largest French language model, open source with a freely accessible playground | reddit.com/r/GPT3 | 2021-11-12
  • GitHub repo nni

    An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

    Project mention: Automated Machine Learning (AutoML) - 9 Different Ways with Microsoft AI | dev.to | 2021-10-04

    For a complete tutorial, navigate to this Jupyter Notebook: https://github.com/microsoft/nni/blob/master/examples/notebooks/tabular_data_classification_in_AML.ipynb

  • GitHub repo Bringing-Old-Photos-Back-to-Life

    Bringing Old Photo Back to Life (CVPR 2020 oral)

    Project mention: Photo restoration options? | reddit.com/r/selfhosted | 2021-10-17

    https://github.com/microsoft/Bringing-Old-Photos-Back-to-Life Didn't use it yet but in my to do list.

  • GitHub repo yolov3

    YOLOv3 in PyTorch > ONNX > CoreML > TFLite (by ultralytics)

    Project mention: I don't know how to train a YOLO v3 model with some custom data that is labeled in an unusual form (XML files) | reddit.com/r/learnmachinelearning | 2021-10-29

    Each image has an XML file associated with it. The XML files have the corresponding labels and bounding boxes, so I can write a script to convert them into this form, and follow this tutorial on training custom data.

  • GitHub repo Real-ESRGAN

    Real-ESRGAN aims at developing Practical Algorithms for General Image Restoration.

    Project mention: Profiles of the five branches of the Magaambya | reddit.com/r/strengthofthousands | 2021-11-22

    There's https://github.com/xinntao/Real-ESRGAN

  • GitHub repo attention-is-all-you-need-pytorch

    A PyTorch implementation of the Transformer model in "Attention is All You Need".

    Project mention: Lack of activation in transformer feedforward layer? | reddit.com/r/learnmachinelearning | 2021-05-20

    I'm curious as to why the second matrix multiplication is not followed by an activation unlike the first one. Is there any particular reason why a non-linearity would be trivial or even avoided in the second operation? For reference, variations of this can be witnessed in a number of different implementations, including BERT-pytorch and attention-is-all-you-need-pytorch.

  • GitHub repo DeepSpeed

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

    Project mention: Nvidia Fiscal Q3 2022 Financial Result | reddit.com/r/nvidia | 2021-11-17

    Described a collaboration involving NVIDIA Megatron-LM and Microsoft DeepSpeed to create an efficient, scalable, 3D parallel system capable of combining data, pipeline and tensor-slicing-based parallelism.

  • GitHub repo best-of-ml-python

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

    Project mention: Awesome list of ML | reddit.com/r/programming | 2021-09-16
NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2021-11-26.

Python Pytorch related posts

Index

What are some of the best open-source Pytorch projects in Python? This list will help you:

Project Stars
1 transformers 54,578
2 Real-Time-Voice-Cloning 31,335
3 pytorch-tutorial 22,266
4 yolov5 18,869
5 mmdetection 17,254
6 pytorch-lightning 16,326
7 pytorch-CycleGAN-and-pix2pix 16,290
8 fairseq 14,650
9 EasyOCR 13,149
10 pytorch_geometric 13,144
11 jina 12,306
12 horovod 11,881
13 d2l-en 11,569
14 datasets 11,380
15 flair 10,994
16 allennlp 10,639
17 nni 10,603
18 Bringing-Old-Photos-Back-to-Life 9,392
19 yolov3 8,078
20 Real-ESRGAN 6,696
21 attention-is-all-you-need-pytorch 5,980
22 DeepSpeed 5,926
23 best-of-ml-python 5,921
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