Merge pull request #356 from BindsNET/hananel

Update installation packages

Author: Hananel-Hazan

README.md

@@ -21,10 +21,10 @@ Check out the [BindsNET experiments repository](https://github.com/djsaunde/bind
 ## Setting things up
 
 ### Using pip
-BindsNET is available on PyPI. Issue
+BindsNET is available through its git repository. Issue
 
 ```
-pip install bindsnet
+pip install git+https://github.com/BindsNET/bindsnet.git
 ```
 
 to get the most recent stable release. Or, to build the `bindsnet` package from source, clone the GitHub repository, change directory to the top level of this project, and issue

bindsnet/network/topology.py

@@ -395,7 +395,7 @@ def __init__(
         self.padding = _pair(padding)
         self.dilation = _pair(dilation)
 
-        self.register_buffer("firing_rates", torch.ones(source.shape))
+        self.register_buffer("firing_rates", torch.zeros(source.shape))
 
     def compute(self, s: torch.Tensor) -> torch.Tensor:
         # language=rst

setup.py

@@ -3,22 +3,18 @@
 with open("README.md") as f:
     long_description = f.read()
 
-version = "0.2.5"
-
 setup(
-    name="bindsnet",
-    version=version,
+    name="BindsNET-pkg-Hananel",
+    version = "0.2.5",
     description="Spiking neural networks for ML in Python",
     license="AGPL-3.0",
     long_description=long_description,
     long_description_content_type="text/markdown",  # This is important!
     url="http://github.com/Hananel-Hazan/bindsnet",
-    author="Daniel Saunders, Hananel Hazan, Darpan Sanghavi, Hassaan Khan",
-    author_email="[email protected]",
+    author="Hananel Hazan, Daniel Saunders, Darpan Sanghavi, Hassaan Khan",
+    author_email="[email protected]",
     packages=find_packages(),
     zip_safe=False,
-    download_url="https://github.com/Hananel-Hazan/bindsnet/archive/%s.tar.gz"
-    % version,
     install_requires=[
         "numpy>=1.14.2",
         "torch>=1.2.0",