If your WP JS files are compressed minified, loaded at the end with plugins like auto optimise
timeline-embed.js will fail to find the correct path to load timeline.js and timeline.css
timeline-embed.js
minor change at line 478 could help
if(typeof embed_path == 'undefined') {
// REPLACE WITH YOUR BASEPATH IF YOU WANT OTHERWISE IT WILL TRY AND FIGURE IT OUT
var _tmp_script_path = getEmbedScriptPath("timeline-embed.js");
if(!_tmp_script_path){
var _tmp_script_path = timeline_config.script_path;
}
var embed_path = _tmp_script_path.substr(0,_tmp_script_path.lastIndexOf('js/'));
}