AutoMLContinual Learning 977 0.72 stars / hour Paper Code REPA-E: Unlocking VAE for End-to-End Tuning with Latent Diffusion Transformers End2End-Diffusion/REPA-E• •14 Apr 2025 We show that while diffusion loss is ineffective, end-to-end training can be unlocked through the representation...
_update_terminal_region(tree, masked_terminal_regions, leaf, X, y, residual, y_pred[:, k], sample_weight) y_pred[:, k] += (learning_rate * tree.value[:, 0, 0].take(terminal_regions, axis=0)) Next let's take a deeper dive into all loss functions. Regression 1. Least-squares...
Out-of-distribution (OOD) detection is critical to ensuring the reliability and safety of machine learning systems. For instance, in autonomous driving, we would like the driving system to issue an alert and hand over the control to humans when it detects unusual scenes or objects that it has...
The PVS-Studio team is often asked if we want to start using machine learning to find bugs in the software source code. The short answer is yes, but to a limited extent. We believe that with machine learning, there are many pitfalls lurking in code analysis tasks. In the second part of...
Code Bitnet.cpp: Efficient Edge Inference for Ternary LLMs microsoft/bitnet• •17 Feb 2025 The advent of 1-bit large language models (LLMs), led by BitNet b1. 58, has spurred interest in ternary LLMs. 16,456 1.20 stars / hour ...
了解如何使用 Azure Machine Learning Visual Studio Code 擴充功能來建立和管理 Azure Machine Learning 資源。
使用Azure Machine Learning VS Code 延伸模組時,遠端計算執行個體需要存取公用存放庫,才能安裝延伸模組所需的封裝。 如果計算執行個體需要 Proxy 才能存取這些公用存放庫或網際網路,則必須在計算執行個體的 HTTP_PROXY 檔案中設定並匯出 HTTPS_PROXY 和~/.bashrc 環境變數。 可以使用自訂指令碼在佈建時自動執行此流程...
Machine Learning in Action This is the source code to go with "Machine Learning in Action" by Peter Harrington published by Manning Inc. The official page for this book can be found here: http://manning.com/pharrington/ All the code examples were working on Python 2.6, there shouldn't be...
Official source code repo: https://github.com/scikit-learn/scikit-learn Download releases: https://pypi.org/project/scikit-learn/ Issue tracker: https://github.com/scikit-learn/scikit-learn/issues Source code You can check the latest sources with the command: git clone https://github.com/sci...
Learn what open-source machine learning is and explore open-source machine learning projects, platforms, and tools.