d2l-en
Awesome-pytorch-list
| d2l-en | Awesome-pytorch-list | |
|---|---|---|
| 6 | 2 | |
| 21,759 | 14,964 | |
| 1.6% | - | |
| 8.5 | 0.0 | |
| 19 days ago | 3 months ago | |
| Python | ||
| GNU General Public License v3.0 or later | - |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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d2l-en
- which book to chose for deep learning :lan Goodfellow or francois chollet
- 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.
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How to pre-train BERT on different objective tasks using HuggingFace
There might is bert library for pre-train bert model in huggingface, But I suggestion that you train bert model in native pytorch to understand detail, Limu's course is recommended for you
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The Transformer in Machine Translation
GitHub's article on Dive into Deep Learning
- D2l-En
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I created a way to learn machine learning through Jupyter
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.
Awesome-pytorch-list
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Similar open source long library list to TF like Pytorch "ECOSYSTEM TOOLS"
I got the following as recombination from elsewhere - https://github.com/jtoy/awesome-tensorflow and there is one for pt as well https://github.com/bharathgs/Awesome-pytorch-list . Thx for the help :D
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[D] Similar open source long list to TF like Pytorch "ECOSYSTEM TOOLS"
https://github.com/jtoy/awesome-tensorflow https://github.com/bharathgs/Awesome-pytorch-list
What are some alternatives?
Pytorch-UNet - PyTorch implementation of the U-Net for image semantic segmentation with high quality images
awesome-asyncio - A curated list of awesome Python asyncio frameworks, libraries, software and resources
DeepADoTS - Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".
awesome-codex - A list dedicated to products, demos and articles related to 🤖 OpenAI's Codex.
TF-Watcher - Monitor your ML jobs on mobile devices📱, especially for Google Colab / Kaggle
500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code - 500 AI Machine learning Deep learning Computer vision NLP Projects with code
99-ML-Learning-Projects - A list of 99 machine learning projects for anyone interested to learn from coding and building projects
awesome-document-understanding - A curated list of resources for Document Understanding (DU) topic
imbalanced-regression - [ICML 2021, Long Talk] Delving into Deep Imbalanced Regression
3D-Machine-Learning - A resource repository for 3D machine learning
petastorm - Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code.
awesome-deep-learning - A curated list of awesome Deep Learning tutorials, projects and communities.