fixed some spelling mistakes

Discovered several typos, fixed

Many spelling and wording/layout changes. Still WIP

Edits to hopefully make the notebook functional again

Attempt #2 at reviving the notebook errors

Attempt #3 at fixing the notebook errors

Attempt #4 at fixing notebook errors

Attempt #5 at fixing notebook

commit 95bea8a
Author: Jacobluke- <javcobll@gmail.com>
Date:   Tue Apr 16 17:43:54 2024 +0800

    Fix on nbdev diff

commit bd7bcde
Merge: aa6a84c 7ef4681
Author: Jacobluke- <javcobll@gmail.com>
Date:   Tue Apr 16 17:30:54 2024 +0800

    Merge branch 'feat-forestplot-apiTut-changes' of github.com:ACCLAB/DABEST-python into JAnns98-patch-1

    # Conflicts:
    #	nbs/tests/mpl_image_tests/baseline_images/test_01_gardner_altman_unpaired_meandiff.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_02_gardner_altman_unpaired_mediandiff.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_03_gardner_altman_unpaired_hedges_g.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_04_gardner_altman_paired_hedges_g.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_04_gardner_altman_paired_meandiff.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_05_cummings_two_group_unpaired_meandiff.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_06_cummings_two_group_paired_meandiff.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_07_cummings_multi_group_unpaired.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_08_cummings_multi_group_paired.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_09_cummings_shared_control.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_101_gardner_altman_unpaired_propdiff.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_103_cummings_two_group_unpaired_propdiff.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_105_cummings_multi_group_unpaired_propdiff.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_106_cummings_shared_control_propdiff.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_107_cummings_multi_groups_propdiff.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_109_gardner_altman_ylabel.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_10_cummings_multi_groups.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_110_change_fig_size.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_111_change_palette_b.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_112_change_palette_c.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_113_desat.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_114_change_ylims.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_115_invert_ylim.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_116_ticker_gardner_altman.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_117_err_color.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_118_cummings_two_group_unpaired_meandiff_bar_width.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_119_wide_df_nan.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_11_inset_plots.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_120_long_df_nan.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_121_cohens_h_gardner_altman.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_122_cohens_h_cummings.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_123_sankey_gardner_altman.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_124_sankey_cummings.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_125_sankey_2paired_groups.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_126_sankey_2sequential_groups.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_127_sankey_multi_group_paired.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_128_sankey_transparency.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_129_zero_to_zero.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_12_gardner_altman_ylabel.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_130_zero_to_one.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_131_one_to_zero.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_132_shared_control_sankey_off.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_133_shared_control_flow_off.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_134_separate_control_sankey_off.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_135_separate_control_flow_off.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_136_style_sheets.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_13_multi_2group_color.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_14_gardner_altman_paired_color.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_15_change_palette_a.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_16_change_palette_b.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_17_change_palette_c.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_18_desat.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_19_dot_sizes.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_201_forest_plot_no_colorpalette.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_202_forest_plot_with_colorpalette.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_203_horizontal_forest_plot_no_colorpalette.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_204_horizontal_forest_plot_with_colorpalette.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_205_forest_mini_meta_horizontal.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_206_forest_mini_meta.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_20_change_ylims.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_21_invert_ylim.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_22_ticker_gardner_altman.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_23_ticker_cumming.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_24_wide_df_nan.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_25_long_df_nan.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_26_slopegraph_kwargs.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_27_gardner_altman_reflines_kwargs.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_28_unpaired_cumming_reflines_kwargs.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_29_paired_cumming_slopegraph_reflines_kwargs.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_30_sequential_cumming_slopegraph.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_31_baseline_cumming_slopegraph.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_47_cummings_unpaired_delta_delta_meandiff.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_48_cummings_sequential_delta_delta_meandiff.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_49_cummings_baseline_delta_delta_meandiff.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_50_delta_plot_ylabel.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_51_delta_plot_change_palette_a.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_52_delta_specified.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_53_delta_change_ylims.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_54_delta_invert_ylim.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_55_delta_median_diff.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_56_delta_cohens_d.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_57_delta_show_delta2.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_58_delta_axes_invert_ylim.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_59_delta_axes_invert_ylim_not_showing_delta2.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_60_cummings_unpaired_mini_meta_meandiff.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_61_cummings_sequential_mini_meta_meandiff.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_62_cummings_baseline_mini_meta_meandiff.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_63_mini_meta_plot_ylabel.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_64_mini_meta_plot_change_palette_a.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_65_mini_meta_dot_sizes.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_66_mini_meta_change_ylims.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_67_mini_meta_invert_ylim.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_68_mini_meta_median_diff.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_69_mini_meta_cohens_d.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_70_mini_meta_not_show.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_71_unpaired_delta_g.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_72_sequential_delta_g.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_73_baseline_delta_g.png
    #	nbs/tests/mpl_image_tests/baseline_images/test_99_style_sheets.png

commit aa6a84c
Author: Jacobluke- <javcobll@gmail.com>
Date:   Tue Apr 16 17:26:57 2024 +0800

    Place holder for forest plot tutorial

commit b922c16
Author: Jacobluke- <javcobll@gmail.com>
Date:   Tue Apr 16 16:52:04 2024 +0800

    nbdev-related fix

commit cb195d8
Author: Jacobluke- <javcobll@gmail.com>
Date:   Tue Apr 16 16:15:45 2024 +0800

    tst

commit 9b0c918
Merge: 1fdbd49 c080f82
Author: Jacobluke- <javcobll@gmail.com>
Date:   Tue Apr 16 15:15:20 2024 +0800

    Merge branch 'v2024.03.29' of github.com:ACCLAB/DABEST-python into JAnns98-patch-1

    # Conflicts:
    #	nbs/tutorials/07-forest_plot.ipynb

commit 7ef4681
Author: LucasWZY1213 <e0552341@u.nus.edu>
Date:   Fri Apr 12 17:05:29 2024 +0800

    Add: new test images

commit dbb62c3
Author: LucasWZY1213 <e0552341@u.nus.edu>
Date:   Fri Apr 12 16:35:36 2024 +0800

    feat: update api, tutorial, and tests

commit c080f82
Author: Jacobluke- <javcobll@gmail.com>
Date:   Fri Mar 22 23:40:30 2024 +0800

    Update on documentations

commit 973eafb
Author: Jacobluke- <javcobll@gmail.com>
Date:   Fri Mar 22 22:38:36 2024 +0800

    Edit on README.md of installation

commit 839a892
Merge: 314de76 1c4b6eb
Author: Jacobluke- <javcobll@gmail.com>
Date:   Fri Mar 22 22:07:58 2024 +0800

    Merge branch 'vnbdev' of github.com:ACCLAB/DABEST-python into vnbdev

    # Conflicts:
    #	README.md

commit 314de76
Author: Jacobluke- <javcobll@gmail.com>
Date:   Fri Mar 22 21:51:35 2024 +0800

    Minor edits on the README

commit 1c4b6eb
Author: Jacob Luke <javcobll@gmail.com>
Date:   Fri Mar 22 20:18:19 2024 +0800

    Update README.md

commit bd3319a
Author: Jacob Luke <javcobll@gmail.com>
Date:   Fri Mar 22 20:17:41 2024 +0800

    Update README.md

commit b54871a
Author: Jacobluke- <javcobll@gmail.com>
Date:   Fri Mar 22 17:26:09 2024 +0800

    Minor adjustment on docs and python req

commit ff779d2
Merge: 1cc16d3 781f31d
Author: Jacob Luke <javcobll@gmail.com>
Date:   Fri Mar 22 10:08:01 2024 +0800

    Merge pull request #173 from ACCLAB/patch-splash-page-edit

    Documentation Edits

commit 781f31d
Author: Jacobluke- <javcobll@gmail.com>
Date:   Fri Mar 22 09:58:47 2024 +0800

    Hide forest plot announcement

commit 8b93633
Author: Jacobluke- <javcobll@gmail.com>
Date:   Wed Mar 20 17:02:52 2024 +0800

    Hide forest plot from current release

commit 498df8f
Author: Jacobluke- <javcobll@gmail.com>
Date:   Wed Mar 20 10:30:16 2024 +0800

    Splash page plot change

commit c2e989d
Author: Jacobluke- <javcobll@gmail.com>
Date:   Tue Mar 19 16:39:03 2024 +0800

    Change the tut link to the latest

commit cbde4d8
Author: Jacobluke- <javcobll@gmail.com>
Date:   Tue Mar 19 16:29:59 2024 +0800

    Suppress warning for docs

commit 17f5b90
Merge: 00f513b a86572e
Author: Jacobluke- <javcobll@gmail.com>
Date:   Tue Mar 19 16:10:25 2024 +0800

    Merge branch 'patch-splash-page-edit' of github.com:ACCLAB/DABEST-python into patch-splash-page-edit

commit 00f513b
Author: Jacobluke- <javcobll@gmail.com>
Date:   Tue Mar 19 15:58:44 2024 +0800

    Edit version number in notebooks

commit a86572e
Author: Jacobluke- <javcobll@gmail.com>
Date:   Tue Mar 19 15:58:44 2024 +0800

    Edit version number in notebooks

commit 46ca02d
Author: Jacobluke- <javcobll@gmail.com>
Date:   Tue Mar 19 15:20:42 2024 +0800

    Bump version and write release info

commit 81a4a64
Merge: 162be6d 1cc16d3
Author: Jacobluke- <javcobll@gmail.com>
Date:   Tue Mar 19 15:08:15 2024 +0800

    Merge branch 'vnbdev' of github.com:ACCLAB/DABEST-python into patch-splash-page-edit

commit 162be6d
Author: Jacobluke- <javcobll@gmail.com>
Date:   Mon Mar 18 14:45:44 2024 +0800

    Add favicon for Tut pages

commit cd2f398
Author: Jacobluke- <javcobll@gmail.com>
Date:   Fri Mar 15 10:24:34 2024 +0800

    Add favicon for DABEST tutorial pages

commit 5e94ea0
Author: Jacobluke- <javcobll@gmail.com>
Date:   Thu Mar 14 10:12:38 2024 +0800

    Edit on getting-started

commit b48711c
Author: Jacobluke- <javcobll@gmail.com>
Date:   Thu Mar 14 09:50:17 2024 +0800

    Edit on Splash page