In this work, we strive to develop high-performance code that requires limited user input yet flexibility. In the code, we provide 3D support for multi-animal pose estimation (via multi-camera use), plus this multi-animal variant can be integrated with our real-time software, DeepLabCut-Live...
For details, see Control Where Your Code Runs. rng('default') tallrng('default') mdlLinear = fitcecoc(Z,Y,'Coding','onevsone') Training binary learner 1 (Linear) out of 3. Training binary learner 2 (Linear) out of 3. Training binary learner 3 (Linear) out of 3. mdlLinear = ...
I run this code using this command: CUDA_VISIBLE_DEVICES=6,7 accelerate launch --config_file debug.yaml debug.py > debug.log And this is the debug.yaml: compute_environment: LOCAL_MACHINE deepspeed_config: {} distributed_type: MULTI_GPU fsdp_config: {} machine_rank: 0 main_process_ip:...
Code Folders and files Latest commit Google DeepMindand copybara-github Set light intensity to 0 by default (not 1000). 9b2b7cf· May 28, 2025 History3,033 Commits .github Fix GitHub Actions builds. May 12, 2025 cmake Prepare for v3.3.1 release. Apr 9, 2025 dist Bump version to 3.3...
The acronyms in results are: cerebrospinal fluid (CSF), gray matter (GM), white matter (WM), the symbol * indicates the method has available code. ArticlePre-processingDataNetworkFusion levelResults (DSC)Database [49]* Normalization 3D CNN Input whole/core/enhanced BraTS15 Bias Field ...
Further information and requests for resources and reagents should be directed to and will be fulfilled by the Lead Contact, Purna Kashyap, MBBS (kashyap.purna@mayo.edu). Materials Availability This study did not generate new unique reagents. Data and Code Availability Processed data for metagenomics...
Code from these analyses is available from https://github.com/LuyiTian/Dach1_analysis_script. References Rothenberg, E. V. Transcriptional control of early T and B cell developmental choices. Annu. Rev. Immunol. 32, 283–321 (2014). Article CAS PubMed PubMed Central Google Scholar Adolfsson...
1function [theta] = normalEqn(X, y)23theta = zeros(size(X,2),1);46%Instructions: Complete the code to compute the closed form solution7% to linear regression and put the resultintheta.89theta = pinv(X'* X) * X'*y;1011end
which is useful when working with high-dimensional data. In contrast, L2 regularization is preferable for data that is not sparse. This algorithm supports a linear combination of L1 and L2 regularization values: that is, ifx = L1andy = L2,ax + by = cdefines the linear span of the regula...
3 March 2021GeM Poolingis added. You may use it by--pool gem. 21 January 2021The GPU-Re-Ranking, a GNN-based real-time post-processing code, is atHere. 21 August 2020The transfer learning code for Oxford and Paris is atHere.