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I'm getting OOM errors using adamw8bit on my 16GB 4080 w/32gb system ram now.
It normally doesn't fit in it's vram anyway, but on commit 0005867ba509d2e1a5674b267e8286b561c0ed71 it was able to still …
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Groundwater contamination with arsenic is a serious problem in many parts of the world, and can have severe health consequences for those who consume it. In this project, we aim to predict the arsenic…
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# Iterations In Python and JavaScript 3.8 | Nighthawk Pages
Learn about the giant world of iterations.
[https://nighthawkcoders.github.io/portfolio_2025/csp/big-idea/3-8/p1](https://nighthawkcoders.…
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Hello,
I'm developing a library for decision tree visualization https://github.com/mljar/supertree and would appreciate feedback on whether my visualization approach for XGBoost is correct. I've comp…
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## ❓ Questions & Help
In tutorial `Advanced_model_training_using_hyperopt.ipynb`, `Advanced_Model_Training.ipynb`, `Large_Scale_Chemical_Screens.ipynb`, `Learning_Unsupervised_Embeddings_for_Molecu…
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### Description
I've been thinking a ways to evaluate out active learning training phases (mentioned in #29). We have currently trained a baseline model based on the good quality (✅ ) segmentations a…
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I'm a little bit confused by subsections **Secure Deep Learning** and **General Research** - I think it would make sense to split the awesome-list subsections into current research directions. I propo…
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# Context
Datasets for deep learning typically feature an additional validation/dev partition in addition to train+test to be used to monitor model training. Right now, Polaris only accepts train a…
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您好！我执行时报如下错误，这是什么原因导致的呢？求教
Traceback (most recent call last):
File "eval.py", line 62, in
tf.app.run()
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/platform/app.py", lin…
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### Deep Learning Simplified Repository (Proposing new issue)
:red_circle: **Knee Osteoarthritis Prediction**
:red_circle: **Classifying images of x-rays into chances of the patient getting osteoar…