Reshaping life starting from the Junior Class of HKUST
Chapter 309 The Beginning of AI Algorithms
It's a bit aggrieved to say this, because I was forced by a few mice to be unable to move freely in my own territory.
Wu Zhe patted Wang Chao, signaling him not to get excited.
Then he turned to Yue Siying and said, "We support your work. Let's finish this dinner and go back to the head office, shall we?"
Yue Siying pondered for a while, then nodded in agreement.
There is no way, if it is an ordinary person, maybe Wu Zhe will be used as bait for fishing.But Wu Zhe's identity is not a simple student, and now his name is registered in the scientific research circle.
Another thing is that Wu Zhe's International Mathematics Symposium is about to start. If something happens to Wu Zhe at this time, it will be embarrassing to the international community.
Seeing that Wang Chao was still a little angry, Wu Zhe said with a smile: "What are you doing standing there? You're not hungry! I made a seafood feast."
Hearing the food, Wang Chao regained his energy. "Ha! Then what are you waiting for? Hurry up." After speaking, he was the first to run to the kitchen, followed by Huang Minghai and Shen Zhiwen to help serve the dishes.
"I think Wang Chao's words are very reasonable. I hope you can end this matter as soon as possible. And do you think the school is safe? Then how did my whereabouts be exposed? I have been in the laboratory recently!"
Wu Zhe, who fell behind, nodded to Yue Siying.
"Uh~ I will report the situation you said to the higher authorities, and I assure you that we will do our best. It's just that your safety is our responsibility, not to restrict your freedom." Yue Siying replied very seriously.
Wu Zhe nodded, and Yue Siying went to the side to use the headset to communicate with the higher-ups.
A table of dishes is very rich, especially a large serving of sashimi.There are ice cubes on the bottom, and various seafood on top.Wu Zhe also made the shape, which is very beautiful.
The four of Wu Zhe sat down and saw Yue Siying was still standing guard.He greeted him and said, "Sit down and eat something, we can't eat even if you stand next to us!"
"No, you can just eat." Although Yue Siying had the idea of trying Wu Zhe's craft, she still knew how to measure it during the mission.
"Hey! We've greeted you before! It's your problem if you don't eat it!" Wang Chao raised his eyebrows and said something, picked up the chopsticks and took a big mouthful of lobster meat.
Meat quality bombs, "Wow! Delicious! Much better than Michelin three-star!" Wang Chao gave a thumbs up!
Seeing Wang Chao's exaggerated performance, several people also whetted their appetites. With a young heart, they forgot the troubles just now, and let's fill their stomachs first.
Wu Zhe and the others were eating, and Yue Siying finished a briefing.He opened his mouth to Wu Zhe and said, "Professor Wu, I have someone to inform you: the commercial vehicle and the nail downstairs from you have admitted that they are employed by the Shi family in Shanghai. We are still investigating the details."
"Yeah!" Wu Zhe nodded slightly, and this was not as he expected.Some people jumped over the wall in a hurry, and made a foolish move.Perhaps at the beginning, HKUST estimated that the impact would not end, but now it endangers its own students, and it is still the top face.Then let's talk about it.
Is it really not afraid of death to provoke HKUST so much?Or do you think HKUST is generally powerless?
"Only ribs and winter melon soup? Hey, you don't want to make a seafood hot pot?" Wang Chao complained while picking up ribs.
The old god Wu Zhe was serving food, so he didn't want to deal with Wang Chao's daily nagging.
"You've eaten half of that sashimi! Be careful of diarrhea." Huang Minghai persuaded the greedy Wang Chao.
"It's okay, little fun! By the way, didn't you tell Zhiwen that you had some new ideas?" Wang Chao rolled his eyes and quickly diverted everyone's attention.
Sure enough, after hearing what Wang Chao said, Huang Minghai and Shen Zhiwen stopped their chopsticks and looked at Wu Zhe.Wang Chao, on the other hand, snatched another large piece of tuna meat.
Wu Zhe tapped Wang Chao's chopsticks, and cursed with a smile: "You are the only one who has too many things to do!"
I was going to have a good chat with Shen Zhiwen after this thing, but it's nothing.
After organizing his words, he opened slowly.
"It can be designed as a two-layer structure. A large number of matrix numbers are used as input on one layer, weights are obtained through a nonlinear activation method, and another layer of data set is output as an output, which is basically the same as the working principle of a biological neural brain."
A few people froze for a moment, a little understanding but not very understanding.
Shen Zhiwen is the most familiar with computers, and he will obviously understand after thinking about it.But he still raised a question: "Let's not talk about the program of biological neural work, how to solve it by algorithm? What kind of algorithm should be used?"
"Have you heard of the Monte Carlo algorithm? That is, the statistical simulation method."
When it comes to mathematics, Wang Chao is a bit more energetic.It finally drew his attention back from the food.
Immediately he said in disbelief: "This is a fuzzy algorithm, can it work? Of course, as long as there is enough data, his judgment is quite accurate."
"Then let you explore, and I will give you an idea. The most important thing is deep learning." Wu Zhe will only give an idea, and he will help them do everything, so who will own the scientific research results?
Now, Shen Zhiwen didn't have enough time to eat, so he stopped Wang Chao who wanted to eat two more bites.
There is no human rights under violent coercion.be opposed to?invalid objection.
"Zhiwen, let me think about it? Think about it?" Wang Chao was a little dazed, and he was happily eating a big lobster?
"Deep learning? It's iteration, and non-stop iteration can achieve this goal." Wang Chao closed his eyes and murmured.
"Where is the tool for realization?" Shen Zhiwen followed closely.
"Yes, bring paper and pen here." Wang Chao opened his eyes suddenly and snapped his fingers casually.
After taking the pen and paper, Wang Chao started to write the formula, and began to explain it to everyone.
"Starting from the root node, that is, the situation R where the decision is to be made, select a node T that needs to be expanded most urgently; the situation R is the first node to be checked, and if there is an unevaluated node in the checked node move m, then the new situation obtained by the checked node after executing m is the T we need to expand; then use the ucb formula to get a feasible move with the largest ucb value, and check the new situation again --- um, The formula here can be simplified—"
Wrote two full sheets, Wang Chao checked it twice, no problem.Logic can be self-consistent.I couldn't help but put my hips on my hips and sighed, "I'm such a fucking genius, why didn't I think of it before?"
"That's the end of it? Shall I take a look?" Huang Minghai also came over.
"It's over? Do you want to fart?" Wang Chao said stinkingly, "These are just the beginning, allowing us to start from scratch."
Then he explained: "This is a system project. I don't know if I can catch up with Zhiwen's competition? Hey! Brother, if you don't catch up, you can't blame me. I have a general framework in my mind, but really Very tricky."
Shen Zhiwen said solemnly: "It's okay, it doesn't matter if you don't participate in the competition. I have a hunch that this should be my future research direction."
Wu Zhe patted Wang Chao, signaling him not to get excited.
Then he turned to Yue Siying and said, "We support your work. Let's finish this dinner and go back to the head office, shall we?"
Yue Siying pondered for a while, then nodded in agreement.
There is no way, if it is an ordinary person, maybe Wu Zhe will be used as bait for fishing.But Wu Zhe's identity is not a simple student, and now his name is registered in the scientific research circle.
Another thing is that Wu Zhe's International Mathematics Symposium is about to start. If something happens to Wu Zhe at this time, it will be embarrassing to the international community.
Seeing that Wang Chao was still a little angry, Wu Zhe said with a smile: "What are you doing standing there? You're not hungry! I made a seafood feast."
Hearing the food, Wang Chao regained his energy. "Ha! Then what are you waiting for? Hurry up." After speaking, he was the first to run to the kitchen, followed by Huang Minghai and Shen Zhiwen to help serve the dishes.
"I think Wang Chao's words are very reasonable. I hope you can end this matter as soon as possible. And do you think the school is safe? Then how did my whereabouts be exposed? I have been in the laboratory recently!"
Wu Zhe, who fell behind, nodded to Yue Siying.
"Uh~ I will report the situation you said to the higher authorities, and I assure you that we will do our best. It's just that your safety is our responsibility, not to restrict your freedom." Yue Siying replied very seriously.
Wu Zhe nodded, and Yue Siying went to the side to use the headset to communicate with the higher-ups.
A table of dishes is very rich, especially a large serving of sashimi.There are ice cubes on the bottom, and various seafood on top.Wu Zhe also made the shape, which is very beautiful.
The four of Wu Zhe sat down and saw Yue Siying was still standing guard.He greeted him and said, "Sit down and eat something, we can't eat even if you stand next to us!"
"No, you can just eat." Although Yue Siying had the idea of trying Wu Zhe's craft, she still knew how to measure it during the mission.
"Hey! We've greeted you before! It's your problem if you don't eat it!" Wang Chao raised his eyebrows and said something, picked up the chopsticks and took a big mouthful of lobster meat.
Meat quality bombs, "Wow! Delicious! Much better than Michelin three-star!" Wang Chao gave a thumbs up!
Seeing Wang Chao's exaggerated performance, several people also whetted their appetites. With a young heart, they forgot the troubles just now, and let's fill their stomachs first.
Wu Zhe and the others were eating, and Yue Siying finished a briefing.He opened his mouth to Wu Zhe and said, "Professor Wu, I have someone to inform you: the commercial vehicle and the nail downstairs from you have admitted that they are employed by the Shi family in Shanghai. We are still investigating the details."
"Yeah!" Wu Zhe nodded slightly, and this was not as he expected.Some people jumped over the wall in a hurry, and made a foolish move.Perhaps at the beginning, HKUST estimated that the impact would not end, but now it endangers its own students, and it is still the top face.Then let's talk about it.
Is it really not afraid of death to provoke HKUST so much?Or do you think HKUST is generally powerless?
"Only ribs and winter melon soup? Hey, you don't want to make a seafood hot pot?" Wang Chao complained while picking up ribs.
The old god Wu Zhe was serving food, so he didn't want to deal with Wang Chao's daily nagging.
"You've eaten half of that sashimi! Be careful of diarrhea." Huang Minghai persuaded the greedy Wang Chao.
"It's okay, little fun! By the way, didn't you tell Zhiwen that you had some new ideas?" Wang Chao rolled his eyes and quickly diverted everyone's attention.
Sure enough, after hearing what Wang Chao said, Huang Minghai and Shen Zhiwen stopped their chopsticks and looked at Wu Zhe.Wang Chao, on the other hand, snatched another large piece of tuna meat.
Wu Zhe tapped Wang Chao's chopsticks, and cursed with a smile: "You are the only one who has too many things to do!"
I was going to have a good chat with Shen Zhiwen after this thing, but it's nothing.
After organizing his words, he opened slowly.
"It can be designed as a two-layer structure. A large number of matrix numbers are used as input on one layer, weights are obtained through a nonlinear activation method, and another layer of data set is output as an output, which is basically the same as the working principle of a biological neural brain."
A few people froze for a moment, a little understanding but not very understanding.
Shen Zhiwen is the most familiar with computers, and he will obviously understand after thinking about it.But he still raised a question: "Let's not talk about the program of biological neural work, how to solve it by algorithm? What kind of algorithm should be used?"
"Have you heard of the Monte Carlo algorithm? That is, the statistical simulation method."
When it comes to mathematics, Wang Chao is a bit more energetic.It finally drew his attention back from the food.
Immediately he said in disbelief: "This is a fuzzy algorithm, can it work? Of course, as long as there is enough data, his judgment is quite accurate."
"Then let you explore, and I will give you an idea. The most important thing is deep learning." Wu Zhe will only give an idea, and he will help them do everything, so who will own the scientific research results?
Now, Shen Zhiwen didn't have enough time to eat, so he stopped Wang Chao who wanted to eat two more bites.
There is no human rights under violent coercion.be opposed to?invalid objection.
"Zhiwen, let me think about it? Think about it?" Wang Chao was a little dazed, and he was happily eating a big lobster?
"Deep learning? It's iteration, and non-stop iteration can achieve this goal." Wang Chao closed his eyes and murmured.
"Where is the tool for realization?" Shen Zhiwen followed closely.
"Yes, bring paper and pen here." Wang Chao opened his eyes suddenly and snapped his fingers casually.
After taking the pen and paper, Wang Chao started to write the formula, and began to explain it to everyone.
"Starting from the root node, that is, the situation R where the decision is to be made, select a node T that needs to be expanded most urgently; the situation R is the first node to be checked, and if there is an unevaluated node in the checked node move m, then the new situation obtained by the checked node after executing m is the T we need to expand; then use the ucb formula to get a feasible move with the largest ucb value, and check the new situation again --- um, The formula here can be simplified—"
Wrote two full sheets, Wang Chao checked it twice, no problem.Logic can be self-consistent.I couldn't help but put my hips on my hips and sighed, "I'm such a fucking genius, why didn't I think of it before?"
"That's the end of it? Shall I take a look?" Huang Minghai also came over.
"It's over? Do you want to fart?" Wang Chao said stinkingly, "These are just the beginning, allowing us to start from scratch."
Then he explained: "This is a system project. I don't know if I can catch up with Zhiwen's competition? Hey! Brother, if you don't catch up, you can't blame me. I have a general framework in my mind, but really Very tricky."
Shen Zhiwen said solemnly: "It's okay, it doesn't matter if you don't participate in the competition. I have a hunch that this should be my future research direction."
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