course22
labml
| course22 | labml | |
|---|---|---|
| 2 | 23 | |
| 2,136 | 1,871 | |
| 2.6% | 2.1% | |
| 2.1 | 9.7 | |
| about 1 month ago | 2 days ago | |
| Jupyter Notebook | Jupyter Notebook | |
| - | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
course22
-
Trying to get into machine learning and create a code that would recognise when my cat is detected on a camera, how should I approach this?
Use this lesson from fast.ai, delete the code cell that downloads 'bird' and 'forest' images from a search engine, and manually upload about 100 pictures of your own cat.
- Fast.ai's Practical Deep Learning for Coders Has Been Updated
labml
-
Creating stickers using SD with img2img
Used the PromptArt app by labml.ai to generate a sticker of an image I took from my iPhone. The results are amazing.
- [D] Why doesn’t your team use an experiment tracking tool?
-
Probe PyTorch models
💻 Github
-
[P] Probe PyTorch models
🧑🏫 Demo that extracts attention maps of BERT
- Show HN: Probe PyTorch Models
- [D] How do you guys tune hyperparameters, when a single training run takes a long time (days to weeks)?
- Machine Learning Best Practices
-
[D] Machine Learning Best Practices
from github
-
[P] Annotated deep learning paper implementations
labmlai/labml is a set of tools (tracking experiments, configurations, a bunch of helpers) we coded to ease our ML work (which later improved and open sourced). So we use it in all our projects because it makes things easier for us.
- React's UI State Model vs. Vanilla JavaScript
What are some alternatives?
fastbook - The fastai book, published as Jupyter Notebooks
nn - 🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
fastai - The fastai deep learning library
guildai - Experiment tracking, ML developer tools
tsai - Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
Practical_RL - A course in reinforcement learning in the wild
fastpages - An easy to use blogging platform, with enhanced support for Jupyter Notebooks.
Deep-Learning-Push-Up-Counter - Deep Learning approach to count the number of repetitions in a video of push ups or pull ups.
nbdev - Create delightful software with Jupyter Notebooks
tensorflow-onnx - Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX
MIRNet-TFJS - TensorFlow JS models for MIRNet for low-light💡 image enhancement
Lottery_Ticket_Hypothesis-TensorFlow_2 - Implementing "The Lottery Ticket Hypothesis" paper by "Jonathan Frankle, Michael Carbin"