Mathieu Dagréou

BUG `import_ctx.import_from` fails in the last benchopt version

2

On the bilevel benchmark, when running `benchopt run .`, I get ``` Benchopt is running Traceback (most recent call last): File "/Users/mathieudagreou/opt/anaconda3/bin/benchopt", line 8, in sys.exit(benchopt()) File "/Users/mathieudagreou/opt/anaconda3/lib/python3.8/site-packages/click/core.py", line 1128,...

HTML zoom reset when displaying/hidding a curve of a specific solver

2

When looking at an HTML result file, if I zoom in on a part of the figure and decide to hide a solver, the zoom is reset. IMO it would...

This PR aims at simplifying the benchmark and making it more user-friendly. This is mostly done by removing the coexistence of the three implementations for each solver (pure `Python`, `Numba`and...

This PR add the 20news dataset for multilogreg task. We work with BCOO matrix for the moment because these are the only class of sparse matrix implemented in JAX that...

Discrepancy between the outputs of `ot.sinkhorn` and `ot.optim.gcg` with `reg2=0`

1

## Describe the bug In `optim.gcg`, the inner solver is `ot.sinkhorn`. Thus, if I am not mistaken, I would expect the output of ```python ot.optim.gcg(a, b, M, reg, 0., lambda...