Update docs for dev (build 4150)

Author: Circle CI

dev/_downloads/07fcc19ba03226cd3d83d4e40ec44385/auto_examples_python.zip

@@ -68,10 +68,10 @@ To run the benchmark, just execute:
     <span style="color: #000080; text-decoration-color: #000080; font-weight: bold">    |--gd[lr=0.01]:</span> <span style="color: #808000; text-decoration-color: #808000; font-weight: bold">done (not enough run)</span>                                     
     <span style="color: #008000; text-decoration-color: #008000; font-weight: bold">Saving result in: </span>
     <span style="color: #008000; text-decoration-color: #008000; font-weight: bold">/home/circleci/project/examples/minimal_benchmark/outputs/benchopt_run_2026-02</span>
-    <span style="color: #008000; text-decoration-color: #008000; font-weight: bold">-06_02h14m49.parquet</span>
+    <span style="color: #008000; text-decoration-color: #008000; font-weight: bold">-06_10h05m51.parquet</span>
     Processing 
     /home/circleci/project/examples/minimal_benchmark/outputs/benchopt_run_2026-02
-    -06_02h14m49.parquet
+    -06_10h05m51.parquet
 
 
     </pre></div>
@@ -119,10 +119,10 @@ To get a more precise curve, you can increase ``n`` and ``r``:
     <span style="color: #000080; text-decoration-color: #000080; font-weight: bold">    |--gd[lr=0.01]:</span> <span style="color: #008000; text-decoration-color: #008000; font-weight: bold">done</span>                                                      
     <span style="color: #008000; text-decoration-color: #008000; font-weight: bold">Saving result in: </span>
     <span style="color: #008000; text-decoration-color: #008000; font-weight: bold">/home/circleci/project/examples/minimal_benchmark/outputs/benchopt_run_2026-02</span>
-    <span style="color: #008000; text-decoration-color: #008000; font-weight: bold">-06_02h14m51.parquet</span>
+    <span style="color: #008000; text-decoration-color: #008000; font-weight: bold">-06_10h05m53.parquet</span>
     Processing 
     /home/circleci/project/examples/minimal_benchmark/outputs/benchopt_run_2026-02
-    -06_02h14m51.parquet
+    -06_10h05m53.parquet
 
 
     </pre></div>
@@ -151,7 +151,7 @@ suboptimality instead of objective value.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 2.755 seconds)
+   **Total running time of the script:** (0 minutes 3.479 seconds)
 
 
 .. _sphx_glr_download_auto_examples_run_minimal_benchmark.py:

dev/_downloads/586c9ec48a37fd397fb981a992a54250/run_minimal_benchmark.zip

@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:02.755** total execution time for 3 files **from auto_examples**:
+**00:03.479** total execution time for 3 files **from auto_examples**:
 
 .. container::
 
@@ -33,7 +33,7 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_auto_examples_run_minimal_benchmark.py` (``run_minimal_benchmark.py``)
-     - 00:02.755
+     - 00:03.479
      - 0.0
    * - :ref:`sphx_glr_auto_examples_plot_run_benchmark.py` (``plot_run_benchmark.py``)
      - 00:00.000

dev/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip

@@ -7,7 +7,7 @@ In order to make it easy to run a new benchmark, benchopt provides an interface
 to specify and install requirements for the various components of the benchmarks.
 
 - By default, calling ``benchopt install .`` will install the requirements for the
-   benchmark, including all solvers and datasets.
+  benchmark, including all solvers and datasets, using the ``conda-forge`` channel.
 
 - The minimum requirements to run the benchmark are specified in
   ``objective.py``. They can be installed using the command

dev/_downloads/a3747ad75224b0e1c78c72c3113052a8/plot_run_benchmark_python_R.zip

@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:02.755** total execution time for 3 files **from all galleries**:
+**00:03.479** total execution time for 3 files **from all galleries**:
 
 .. container::
 
@@ -33,7 +33,7 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_auto_examples_run_minimal_benchmark.py` (``../examples/run_minimal_benchmark.py``)
-     - 00:02.755
+     - 00:03.479
      - 0.0
    * - :ref:`sphx_glr_auto_examples_plot_run_benchmark.py` (``../examples/plot_run_benchmark.py``)
      - 00:00.000

dev/_downloads/b6a0a50a7a6c020b6c5ce18f62b67968/plot_run_benchmark.zip

@@ -10,6 +10,13 @@ What's new
 Version 1.9 - In development
 ----------------------------
 
+FIX
+---
+
+- ``benchopt install`` now uses the ``conda-forge`` channel by default
+  By `Hippolyte Verninas`_ (:gh:`879`)
+
+
 API
 ---