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Information Theory: I forget which publishing house it was. It is a very thin book and it is very good. There is a good talk about the measurement of information, the understanding of entropy and the Markov process (there is no such thing in the company now, I'll go back and find it and make it up). Mastering this knowledge, it is good for you to understand the cross entropy and relative entropy, which look similar but easy to confuse. At least you know why many machine learning algorithms like to use cross entropy as cost function ~今儿不用上学，也不用上山下田，因此老老小小都换了鲜亮衣裳。Parachuting, powered parachute, traction parachute, gliding (paragliding, gliding, hanging gliding), hot air balloon, light aircraft; Swimming (fin swimming), sailing (windsurfing), rafting, surfing, diving, airships, sports yachts, motorboats; Mountaineering, rock climbing, bungee jumping, exploration, cars, motorcycles; Archery, shooting, crossbow在第四季首集里，全家人都知道了Gloria的好消息。毫无疑问，年纪一大把的Jay对于老来得子感到不不安——我这样还能当父亲吗？这里有一个大问题，Manny会是什么反应？他愿意升级为哥哥吗？还有一个更大的问题，Haley在大学能混得好吗？与此同时，可怜的Cameron和Mitchell感到既悲伤又嫉妒，因为他们还得继续实施“寻找下一个孩子”的计划。Mitchell决定给Cam一点自由，于是鼓励他回去工作当老师。Haley会时不时地通过Skype与家人联络；Phil和Luke迷上了魔法；Phil和Claire开始讨论做结扎手术的问题……离家出走的外地妹，在一天内所有的倒霉事都发生在她身上，被盗，失业，男友出轨，被老板索赔100万人民币。小白领背负着的100万债务行走上海滩，又在无家可贵归时遭遇熟盗抢劫。更是巧遇色老板潜规则，幸好男闺蜜肝胆相照,不料却在最狼狈时撞见了初恋，无颜面对,从而产生了一系列悲喜交加趣味横生的故事。墨家被神秘组织灭门，墨家大小姐墨允儿和哥哥墨凌逃亡途中走散。墨允儿听到消息，是少帅叶贤设计陷害了墨家，墨允儿女扮男装混入了少帅府调查，并取得少帅信任。期间墨允儿和少帅之间产生了感情，在外人眼中墨允儿是男人，都误以为少帅喜欢男人，其实少帅早就怀疑墨允儿其实是女儿身……