In Lambda calculus, is there some alternative equivalence to $\eta$ conversion?
I am reading Hendrik Pieter Barendregt's Introduction to Lambda Calculus. On Page 11, I saw $\beta$-reduction, $\alpha$-conversion, and $ξ$-rules (compatibility rules) which is:
Equality:
$$ M = M;$$ $$ M = N ⇒ N = M;$$ $$ M = N, N = L ⇒ M = L.$$
Compatibility rules:
$$ M = M' ⇒ MZ = M' Z;$$ $$ M = M' ⇒ ZM = ZM' ;$$ $$ M = M' ⇒ λx.M = λx.M' . (ξ)$$
But I do not find $\eta$-conversion in the book. Does the book mention $\eta$ conversion, possibly under a different name or indirectly via an alternative equivalence? Are $ξ$ rules by any chance an alternative equivalence to $\eta$ conversion?
No, those notes do not talk about $\eta$-conversion or $\eta$-reduction at all, not even under a different name.
$\eta$-conversion is the least equivalence relation on $\lambda$-terms that is closed under compatible rules and contains the following relation ($\textrm{fv}(M)$ stands for the set of the free variables of the $\lambda$-term $M$): \begin{align}\tag{1} \lambda x.M x &=_\eta M & \text{if } x \notin \textrm{fv}(M). \end{align}
$\eta$-conversion cannot be derived by the conversion rules presented in those notes. For instance, \begin{align} \lambda x. yx =_\eta y \end{align} but there is no hope to derive that using the conversion rules of those notes.
The main reason why $\eta$-conversion is important is that, when joined with $\beta$-conversion, it captures the notion of extensionality, which roughly means that $\beta\eta$-conversion equates all the $\lambda$-terms that ''represent'' the same funciton. Formally, it can be proved that $M =_{\beta\eta} N$ if and only if $MP =_{\beta\eta} NP$ for every $\lambda$-term $P$. Said differently (very roughly), up to $\beta\eta$-conversion, two $\lambda$-terms that always have the same output on the same inputs are equal (it does not matter how they compute that output).
Since the $\lambda$-calculus is interesting especially for studying intensional (as opposed to extensional) properties of computation, the lack of $\eta$-conversion in those notes is not so harmful.
A good reference for $\eta$-conversion (and many other topics about the $\lambda$-calculus) is Branedregt's book "The Lambda Calulus: Its Syntax and Semantics", North Holland, 1984.