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Top 13 Python Mxnet Projects
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d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
Project mention: which book to chose for deep learning :lan Goodfellow or francois chollet | /r/learnmachinelearning | 2023-04-07 -
Project mention: The best way to create a consistent characters a and deepfake in an image. | /r/StableDiffusion | 2023-06-02
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InfluxDB
Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.
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Broke: using Horovod
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Project mention: Ask for help: what is the best way to have code both support torch and numpy? | /r/pytorch | 2023-02-22
Check Ivy.
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MMdnn
MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.
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Project mention: FOSS self-hosted image-to-text gpu accelerated object recognition ? Is there anything on the table yet ? | /r/selfhosted | 2023-03-30
https://github.com/amusi/awesome-object-detection https://mmdetection.readthedocs.io/en/latest/index.html https://github.com/thtrieu/darkflow https://github.com/OlafenwaMoses/ImageAI https://github.com/dmlc/gluon-cv https://github.com/aim-uofa/AdelaiDet/ https://github.com/aim-uofa/AdelaiDet/blob/master/configs/FCOS-Detection/README.md https://github.com/wizyoung/YOLOv3_TensorFlow
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Project mention: gluonts VS darts - a user suggested alternative | libhunt.com/r/gluonts | 2023-04-13
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Sonar
Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
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If you're not concerned about self-hosting, WandB is one of the more fully featured training monitoring tools (I've used it in the past without any issues but the lack of data and training privacy and lack of self-hosting possibilities makes it a hard no for anything that isn't scholastic). Polyaxon is an alternative but rewriting all your variable logging to conform to their requirements makes it very difficult to switch to it in the middle of a project so you have to commit to it from the get-go.
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Project mention: Tinygrad: A simple and powerful neural network framework | news.ycombinator.com | 2022-11-03
I love those tiny DNN frameworks, some examples that I studied in the past (I still use PyTorch for work related projects) :
thinc.by the creators of spaCy https://github.com/explosion/thinc
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Project mention: How usable is Julia for Natural Language Processing Machine learning? | /r/Julia | 2022-10-28
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sagemaker-python-sdk
A library for training and deploying machine learning models on Amazon SageMaker
Project mention: AWS Sagemaker: can you utilize Asynchronous Inference with a Pipeline Model? | /r/aws | 2022-06-18Not sure why they didn't include that in the SDK. You could create an issue: https://github.com/aws/sagemaker-python-sdk/issues
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Python Mxnet related posts
- The best way to create a consistent characters a and deepfake in an image.
- the guy who post this : One Click Deep Fakes using Roop -Tutorial is a hacker !!
- One Click Deep Fakes using Roop -Tutorial
- Little Experiment with InsightFace.ai and Midjourney
- Faceswap Method for Character Consistency!
- Doable? Cropping and alignment of photo set based on facial landmarks
- Does anybody have pretrained Webface42M models that they're willing to upload?
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A note from our sponsor - Sonar
www.sonarsource.com | 4 Jun 2023
Index
What are some of the best open-source Mxnet projects in Python? This list will help you:
Project | Stars | |
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1 | d2l-en | 18,019 |
2 | insightface | 14,982 |
3 | horovod | 13,317 |
4 | ivy | 10,980 |
5 | MMdnn | 5,725 |
6 | gluon-cv | 5,560 |
7 | gluonts | 3,585 |
8 | polyaxon | 3,323 |
9 | thinc | 2,721 |
10 | gluon-nlp | 2,496 |
11 | sagemaker-python-sdk | 1,855 |
12 | xfer | 250 |
13 | robot | 43 |