DADApy
DADApy copied to clipboard
Distance-based Analysis of DAta-manifolds in python
## Proposed changes Updated diagonal of inverse cross covariance of the deltaF in density_advanced (used in BMTI) to published version (https://arxiv.org/abs/2407.08094). This includes substantial edits to cython_grads, neighbour_graph and density_advanced....
### Subject of the issue When using **delta_F_inv_cov="LSDI"** while calling **compute_density_BMTI**, an error appears and the call crashes. ### Your environment colab notebook, python 3.10, direct installation of dadapy with...
The Data class takes all the cores detected by "multiprocessing.cpu_count()" as a default number of jobs. When this number is larger than 128, the Class crushes due to an OPENBLAS...
It is too slow and too hard to parallel in GPU. Is there any other algo to deal with time series?
**Is your feature request related to a problem? Please describe.** I'm always frustrated when I deal with long data for hours. **Describe the solution you'd like** To accelerate this program...
### Subject of the issue Incompatibility with latest Python version (3.13), works up to Python 3.12 ### Your environment - Python version: 3.13 - Package Version: 0.3.3 - mamba 1.4.2,...
### Subject of the issue With pip+github installation of version 0.3.3, I get a bug when importing Hamming ### Your environment - Python version: 3.11.12 (tested also with 3.12) -...
In _utils/utils.py, function `compute_nn_distances` documentation says: > distances (np.ndarray(int)): N x maxk matrix, indices of the neighbours of each point > dist_indices (np.ndarray(float)): N x maxk matrix, distances of the...