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-Development installation
-------------------------
-
-If you want to develop cudamat, you should clone the github repository instead
-of downloading a release. Furthermore, it is useful to install it in editable
-mode. Instead of copying the files somewhere Python can find them, this will
-point Python directly to the directory you install it from. Either of the
-following commands will do:
-
-```bash
-# a) Install for your user in editable mode:
-python setup.py develop --prefix=~/.local
-# b) Install for your user in editable mode, but with pip:
-pip install --user --editable .
-```
-
-As for the [standard installation](INSTALL.md), you can set the `NVCC_FLAGS`
-environment variable to compile for a specific architecture.
-
-Update after local changes
---------------------------
-
-Your changes to `.py` files will show up immediately the next time you import
-cudamat. Changes to `.cu` and `.cuh` files require a recompilation triggered
-by just running the above installation command again.
-
-Update after remote changes
----------------------------
-
-To obtain the latest version, just pull in the remote changes:
-
-```bash
-git checkout master
-git fetch origin
-git merge origin/master
-```
-
-Then recompile as per the instructions in the previous section.
-
-Contribute back
----------------
-
-If you created a great new feature that is useful to the rest of the world,
-and it even comes with docstrings and updated tests, we will gladly incorporate
-it into cudamat. To do that, you will need to send us a pull request from your
-fork.
-
-If you haven't forked cudamat yet, log in to your github account, go to
-https://github.com/cudamat/cudamat and hit the "Fork" button.
-Now instead of having `origin` point to `cudamat/cudamat`, you will want to have
-it point to your fork, and have `upstream` point to the official project:
-
-```bash
-git remote rename origin upstream
-git remote add origin git@github.com:yourusername/cudamat
-git fetch origin
-```
-
-Create a branch to house your changes:
-
-```bash
-git checkout -b my-new-feature
-```
-
-Hack away, then add your changes, commit and push:
-
-```bash
-git add all.py my.py changes.py
-git commit -m 'Added a new feature that does this and that'
-git push origin my-new-feature
-```
-
-Now send us a pull request asking to merge `yourusername:my-new-feature` into
-`cudamat:master` and we will come back to you!