labml
tensorflow-deep-learning
| labml | tensorflow-deep-learning | |
|---|---|---|
| 23 | 1 | |
| 1,871 | 4,873 | |
| 2.3% | - | |
| 9.7 | 6.1 | |
| 5 days ago | 6 days ago | |
| Jupyter Notebook | Jupyter Notebook | |
| MIT License | MIT License |
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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.
labml
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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?
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Probe PyTorch models
💻 Github
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[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
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[D] Machine Learning Best Practices
from github
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[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
tensorflow-deep-learning
What are some alternatives?
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, ... 🧠
ai-art-generator - For automating the creation of large batches of AI-generated artwork locally.
guildai - Experiment tracking, ML developer tools
docs - TensorFlow documentation
Practical_RL - A course in reinforcement learning in the wild
introtodeeplearning - Lab Materials for MIT 6.S191: Introduction to Deep Learning
Deep-Learning-Push-Up-Counter - Deep Learning approach to count the number of repetitions in a video of push ups or pull ups.
deep_navigation - Deep Learning based wall/corridor following P3AT robot (ROS, Tensorflow 2.0)
tensorflow-onnx - Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX
AI-Art-Generator - A program that can add an artistic touch to any image.
MIRNet-TFJS - TensorFlow JS models for MIRNet for low-light💡 image enhancement
TensorFlow2.0_Notebooks - Implementation of a series of Neural Network architectures in TensorFow 2.0