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parameter combinations + params = [ + {"alpha": 1.0, "beta": 1.0, "label": "α=1.0, β=1.0 (default)"}, + {"alpha": 1.5, "beta": 1.0, "label": "α=1.5, β=1.0"}, + {"alpha": 1.0, "beta": 1.5, "label": "α=1.0, β=1.5"}, + {"alpha": 1.5, "beta": 1.5, "label": "α=1.5, β=1.5"}, + ] + + # Create the plot + plt.figure(figsize=(10, 6)) + + # Plot PELU with different parameter combinations + for param in params: + y_pelu = pelu(x, alpha=param["alpha"], beta=param["beta"]) + plt.plot(x.numpy(), y_pelu.numpy(), label=param["label"], linewidth=2) + + # Add vertical and horizontal lines at origin + plt.axhline(y=0, color="k", linestyle="-", alpha=0.3) + plt.axvline(x=0, color="k", linestyle="-", alpha=0.3) + + # Configure the plot + plt.grid(True, alpha=0.3) + plt.xlabel("x") + plt.ylabel("f(x)") + plt.title("PELU Activation Function with Different Parameters") + plt.legend() + plt.tight_layout() + + plt.show() + + +if __name__ == "__main__": + main() diff --git 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matplotlib.pyplot as plt +import torch + +from activations_plus.simple import dual_line + +x = torch.linspace(-3, 3, 200) +y = dual_line(x, a=1.0, b=0.01) +fig, ax = plt.subplots() +ax.plot(x.numpy(), y.numpy()) +ax.set_title("Dual Line (a=1.0, b=0.01)") +ax.set_xlabel("Input") +ax.set_ylabel("Output") +ax.grid(alpha=0.3) +fig.show() # This will be mocked in tests diff --git a/docs/examples/sigmoid_tanh_variants/aria2_example.hires.png b/docs/examples/sigmoid_tanh_variants/aria2_example.hires.png new file mode 100644 index 0000000000000000000000000000000000000000..146721f3d009e06ca9b56c7423170dd3d65a0a15 GIT binary patch literal 146796 zcmeEuc{G;$`|hhm2}QdG`!JE=${63wZT z$2Cc$Ev6*W#-Ys=ctyXfDiZ&Zc30AK*K)FQ_cU|0B%L;MceZzOx3@9px@76>lIcI!314Y0%-*Qk;>I7Mii9uWT^RVQY8A!NFm?Yr-h4 zSvsxdT3OgA|NKdQX}*Dp?mvI-hCIBgbo@VmE^zNN{m*yO(LD;@qW7QgJbrxN|Nq$k zzX*TB;{P}j&gQoyX>gw0OOJncNx8mAeKK?0pu{`>bykvkjBSB;#4aiBmLGUaZnHtB zT8y+#M_qH;xoG|MvTGZ?)|Uo*`};TY^Ygo$H!fU>)j#Pi+`DpH6)Q`XhRLBl3qxj5aQWA>in 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activations_plus.simple import aria2 + +x = torch.linspace(-5, 5, 200) + +# Default parameters (alpha=1.5, beta=0.5) +y_default = aria2(x) + +# Different alpha values +y_alpha_1 = aria2(x, alpha=1.0, beta=0.5) +y_alpha_2 = aria2(x, alpha=2.0, beta=0.5) + +# Different beta values +y_beta_1 = aria2(x, alpha=1.5, beta=0.2) +y_beta_2 = aria2(x, alpha=1.5, beta=1.0) + +fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(12, 5)) + +# Plot different alpha values +ax1.plot(x.numpy(), y_default.numpy(), label="Default (α=1.5, β=0.5)") +ax1.plot(x.numpy(), y_alpha_1.numpy(), label="α=1.0, β=0.5") +ax1.plot(x.numpy(), y_alpha_2.numpy(), label="α=2.0, β=0.5") +ax1.set_title("ARiA2 with Different Alpha Values") +ax1.set_xlabel("Input") +ax1.set_ylabel("Output") +ax1.grid(alpha=0.3) +ax1.legend() + +# Plot different beta values +ax2.plot(x.numpy(), y_default.numpy(), label="Default (α=1.5, β=0.5)") +ax2.plot(x.numpy(), y_beta_1.numpy(), label="α=1.5, β=0.2") +ax2.plot(x.numpy(), y_beta_2.numpy(), 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+import matplotlib.pyplot as plt +import torch + +from activations_plus.simple import resp + +x = torch.linspace(-3, 3, 200) +y = resp(x) +fig, ax = plt.subplots() +ax.plot(x.numpy(), y.numpy()) +ax.set_title("Rectified Softplus (ReSP)") +ax.set_xlabel("Input") +ax.set_ylabel("Output") +ax.grid(alpha=0.3) +fig.show() # This will be mocked in tests diff --git a/docs/examples/tanh_variants/penalized_tanh_example.hires.png b/docs/examples/tanh_variants/penalized_tanh_example.hires.png new file mode 100644 index 0000000000000000000000000000000000000000..3cf6909591232831eda31b9f0d95430176f2e018 GIT binary patch literal 53116 zcmeFZby$>p+b%p}E)-ZU1(Y;E1O!yN5kv$eq(MSKx*KT&5D`$Mk&@04=^PA1L7HKt zK^h!-=-Agi%f$DU&?8Mx~gSDx2--NCBLaunor~rS|UmQMg*c7MvQPweLP}2=lxTkf~)WG1z zE8~OO2af+doGybpY?*rOS-bSP^q70Te)kJc%zUqn8%V&dEPZ<#$7|l|eNL{XhL^YT zmxB-k84LtIBT?QzxJh48{@Z_}{`}eSCF*a|Ul)xJ`IEl+(_Ta!B7LnnbKo55+epJP z)B)00o?ED6q;DSA$fQW$>O)Tczgzylwfw(Ii2SX-85ap*UhrD9pEFM`wZ>@~I9`es 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2001 From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com> Date: Wed, 4 Jun 2025 14:37:29 +0000 Subject: [PATCH 3/4] Migrate documentation theme from ReadTheDocs to PyData Sphinx theme Co-authored-by: eh-main-bot <171766998+eh-main-bot@users.noreply.github.com> --- docs/source/conf.py | 2 +- pyproject.toml | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/source/conf.py b/docs/source/conf.py index d25a4df..10ee10a 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -42,6 +42,6 @@ # -- Options for HTML output ------------------------------------------------- # https://www.sphinx-doc.org/en/master/usage/configuration.html#options-for-html-output -html_theme = "sphinx_rtd_theme" +html_theme = "pydata_sphinx_theme" master_doc = "index" html_static_path = ["_static"] diff --git a/pyproject.toml b/pyproject.toml index 4ff5d0f..430e687 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -63,7 +63,7 @@ dev = [ docs = [ "sphinx>=8.2.0; python_version >= '3.11'", "sphinx>=7.0.0; python_version < '3.11'", - "sphinx-rtd-theme>=3.0.2", + "pydata-sphinx-theme>=0.13.0", "matplotlib", ] From 9998af52bbf70d5f10c80365b95efb625717cb00 Mon Sep 17 00:00:00 2001 From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com> Date: Wed, 4 Jun 2025 14:38:30 +0000 Subject: [PATCH 4/4] Add PyData Sphinx theme configuration with GitHub integration Co-authored-by: eh-main-bot <171766998+eh-main-bot@users.noreply.github.com> --- docs/source/conf.py | 15 +++++++++++++++ 1 file changed, 15 insertions(+) diff --git a/docs/source/conf.py b/docs/source/conf.py index 10ee10a..34ce966 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -45,3 +45,18 @@ html_theme = "pydata_sphinx_theme" master_doc = "index" html_static_path = ["_static"] + +# Theme options +html_theme_options = { + "github_url": "https://github.com/DanielAvdar/activations-plus", + "use_edit_page_button": True, + "show_toc_level": 2, + "navbar_align": "left", +} + +html_context = { + "github_user": "DanielAvdar", + "github_repo": "activations-plus", + "github_version": "main", + "doc_path": "docs/source", +}