adanet
relora
| adanet | relora | |
|---|---|---|
| 2 | 2 | |
| 3,470 | 398 | |
| -0.1% | - | |
| 0.0 | 8.3 | |
| 5 months ago | 13 days ago | |
| Jupyter Notebook | Jupyter Notebook | |
| Apache License 2.0 | Apache License 2.0 |
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.
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
relora
- ReLoRA: High-Rank Training Through Low-Rank Updates
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Aurelian: 70B 32K story-writing (and more) [Alpha]
Similarly, the dominant components selected before training may change order as you train. ReLORA is basically a way to re-align and make sure you are always training something close to the current most important params.
What are some alternatives?
autokeras - AutoML library for deep learning
LongLoRA - Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)
ai-seed - 1000+ ready code templates to kickstart your next AI experiment
automlbenchmark - OpenML AutoML Benchmarking Framework
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.
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.
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)
FunMatch-Distillation - TF2 implementation of knowledge distillation using the "function matching" hypothesis from https://arxiv.org/abs/2106.05237.