adanet
FunMatch-Distillation
| adanet | FunMatch-Distillation | |
|---|---|---|
| 2 | 1 | |
| 3,470 | 79 | |
| -0.1% | - | |
| 0.0 | 1.8 | |
| 5 months ago | over 2 years ago | |
| Jupyter Notebook | Jupyter Notebook | |
| Apache License 2.0 | - |
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adanet
- alguém sabe alguma coisa sobre AdaNetQuantum?
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Show HN: AutoAI
Looks like a nice project. I just bookmarked it to try sometime.
At a previous job, my boss wanted me to spend time on AutoML. I based my work on Google’s AdaNet [1] that did architecture search inside a single TensorFlow session. Unfortunately that project seems to have been abandoned.
[1] https://github.com/tensorflow/adanet
FunMatch-Distillation
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Knowledge distillation with "Function Matching"
There's a notebook on distributed hyperparameter tuning and it's often not included in the public release of an implementation.
What are some alternatives?
autokeras - AutoML library for deep learning
poolformer - PoolFormer: MetaFormer Is Actually What You Need for Vision (CVPR 2022 Oral)
ai-seed - 1000+ ready code templates to kickstart your next AI experiment
Practical_RL - A course in reinforcement learning in the wild
automlbenchmark - OpenML AutoML Benchmarking Framework
TFLiteClassification - TensorFlow Lite Image Classification Python Implementation
H2O - H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
PAWS-TF - Minimal implementation of PAWS (https://arxiv.org/abs/2104.13963) in TensorFlow.
autoai - Python based framework for Automatic AI for Regression and Classification over numerical data. Performs model search, hyper-parameter tuning, and high-quality Jupyter Notebook code generation.
One-Piece-Image-Classifier - A quick image classifier trained with manually selected One Piece images.
ML-Workspace - 🛠 All-in-one web-based IDE specialized for machine learning and data science.
tf-metal-experiments - TensorFlow Metal Backend on Apple Silicon Experiments (just for fun)