Hi Mathieu ,
You can reset your password for user 'neo4j' (assuming your admin user is neo4j )
by following below steps:
1.Stop Neo4j:
$ bin/neo4j stop
2.Modify Neo4j.conf file and change dbms.security.auth_enabled=true to dbms.security.auth_enabled=...