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8 changes: 4 additions & 4 deletions README.md
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
#[Bayesian Methods for Hackers](http://camdavidsonpilon.github.io/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/)
# [Bayesian Methods for Hackers](http://camdavidsonpilon.github.io/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/)
#### *Using Python and PyMC*


Expand Down Expand Up @@ -160,7 +160,7 @@ Authors submit content or revisions using the GitHub interface.

### How to contribute

####What to contribute?
#### What to contribute?

- The current chapter list is not finalized. If you see something that is missing (MCMC, MAP, Bayesian networks, good prior choices, Potential classes etc.),
feel free to start there.
Expand All @@ -171,7 +171,7 @@ feel free to start there.
- Contributing to the Jupyter notebook styles


####Commiting
#### Commiting

- All commits are welcome, even if they are minor ;)
- If you are unfamiliar with Github, you can email me contributions to the email below.
Expand Down Expand Up @@ -222,7 +222,7 @@ community for developing the Notebook interface. All Jupyter notebook files are



####Contact
#### Contact
Contact the main author, Cam Davidson-Pilon at cam.davidson.pilon@gmail.com or [@cmrndp](https://twitter.com/cmrn_dp)


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