edward2
uncertainty-baselines
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edward2 | uncertainty-baselines | |
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1 | 3 | |
664 | 1,362 | |
1.1% | 1.8% | |
6.4 | 5.5 | |
5 months ago | 24 days ago | |
Jupyter Notebook | Python | |
Apache License 2.0 | Apache License 2.0 |
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edward2
uncertainty-baselines
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Google AI Introduces ‘Uncertainty Baselines Library’ For Uncertainty and Robustness in Deep Learning
Code for https://arxiv.org/abs/2106.04015 found: https://github.com/google/uncertainty-baselines
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[D] Mixed Precision Training Tips
I know Reddit likes dumping on TensorFlow but it's actually really easy. Set a policy and upcast your final logits to float32.
What are some alternatives?
Knet.jl - Koç University deep learning framework.
pytorch-forecasting - Time series forecasting with PyTorch
conformal_classification - Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).
pyod - A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
probability - Probabilistic reasoning and statistical analysis in TensorFlow
Bayeslite - BayesDB on SQLite. A Bayesian database table for querying the probable implications of data as easily as SQL databases query the data itself.
cracking-the-data-science-interview - A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
ML-Workspace - 🛠 All-in-one web-based IDE specialized for machine learning and data science.
deep_learning_and_the_game_of_go - Code and other material for the book "Deep Learning and the Game of Go"
geomstats - Computations and statistics on manifolds with geometric structures.
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python