The way the strangely faded distant hills seemed to slide toward Rand when he looked straight at them made his head spin, unless he wrapped himself in the void. Sometimes the emptiness crept up on him unawares, but he avoided it like death. Better to be dizzy than share the void with that uneasy light. Better by far to stare at the faded land. Still, he tried not to look at anything too far away unless it lay right ahead of them.
Hurin wore a fixed look as he concentrated on sniffing the trail, as if he were trying to ignore the land the trail crossed.  Loial rode slumped in his saddle and frowned as he glanced around, ears twitching uneasily, muttering to himself.
Again they crossed land blackened and burned, even the soil crunching under the horses’ hooves as if it had been seared. The burned swathes, sometimes a mile wide, sometimes only a few hundred paces, all ran east and west as straight as an arrow’s flight. Twice Rand saw the end of a burn, once as they rode over it, once as they passed nearby; they tapered to points at the ends. At least, the ends he saw were so, but he suspected they were all the same.
Once he had watched Whatley Eldin decorate a cart for Sunday, back home in Emond’s Field, What painting the scenes in bright colors, and the intricate scrollwork that surrounded them. For the borders, What let the point of his brush touch the cart, making a thin line that grew thicker as he pressed harder, then thinner again as he eased up. That was how the land looked, as if someone had streaked it with a monstrous brush of fire.
Nothing grew where the burns were, though some burns, at least, had the feel of a thing long done. Not so much as a hint of char remained in the air there, not a whiff even when he leaned down to break off a black twig and smell it. Old, yet nothing had come in to reclaim the land. Black gave way to green, and green to black, along knife-edge lines.
In its own way, the rest of the land lay as dead as the burns, though grass covered the ground and leaves covered the trees. Everything had that faded look, like clothes too often washed and too long left in the sun. There were no birds or animals, not that Rand saw or heard. No hawk wheeling in the sky, no bark of a hunting fox, no bird singing. Nothing rustled in the grass or lit on a tree branch. No bees, or butterflies. Several times they crossed streams, the water shallow, though often it had dug itself a deep gulley with steep banks the horses had to scramble down and climb on the other side. The water ran clear except for the mud the horses’ hooves stirred, but never a minnow or tadpole wriggled out of the roiling, not even a waterspider dancing across the surface, or a hovering lacewing.
The water was drinkable, which was just as well, since their waterbottles could not last forever. Rand tasted it first, and made Loial and Hurin wait to see if anything happened to him before he let them drink. He had gotten them into this; it was his responsibility. The water was cool and wet, but that was the best that could be said for it. It tasted flat, as if it had been boiled. Loial made a face, and the horses did not like it either, shaking their heads and drinking reluctantly.
There was one sign of life; at least, Rand thought it must be so. Twice he saw a wispy streak crawling across the sky like a line drawn with cloud. The lines were too straight to be natural, it seemed, but he could not imagine what might make them. He did not mention the lines to the others. Perhaps they did not see, Hurin intent on the trail as he was and Loial drawn in on himself. They said nothing of the lines, at any rate.
When they had ridden half the morning, Loial abruptly swung down from his huge horse without a word and strode to a stand of giantsbroom, their trunks splitting into many thick branches, stiff and straight, not a pace above the ground. At the top, all split again, into the leafy brush that gave them their name.
Rand pulled Red up and started to ask what he was doing, but something about the Ogier’s manner, as if he himself were uncertain, kept Rand silent. After staring at the tree, Loial put his hands on a trunk and began to sing in a deep, soft rumble.
Rand had heard Ogier treesong, once, when Loial had sung to a dying tree and brought it back to life, and he had heard of sung wood, objects wrought from trees by the treesong. The Talent was fading, Loial said; he was one of the few who had the ability, now; that was what made sung wood even more sought after and treasured. When he had heard Loial sing before, it had been as if the earth itself sang, but now the Ogier murmured his song almost diffidently, and the land echoed it in a whisper.
It seemed pure song, music without words, at least none that Rand could make out; if there were words, they faded into the music just as water pours into a stream. Hurin gasped and stared.
Rand was not sure what it was Loial did, or how; soft as the song was, it caught him up hypnotically, filling his mind almost the way the void did. Loial ran his big hands along the trunk, singing, caressing with his voice as well as his fingers. The trunk now seemed smoother, somehow, as if his stroking were shaping it. Rand blinked. He was sure the piece Loial worked on had had branches at its top just like the others, but now it stopped in a rounded end right above the Ogier’s head. Rand opened his mouth, but the song quieted him. It seemed so familiar, that song, as if he should know it.
Abruptly Loial’s voice rose to a climax—almost a hymn of thanks, it sounded—and ended, fading as a breeze fades.
“Burn me,” Hurin breathed. He looked stunned. “Burn me, I never heard anything like . . . Burn me.”
In his hands Loial held a staff as tall as he was and as thick as Rand’s forearm, smooth and polished. Where the trunk had been on the giantsbroom was a small stem of new growth.
Rand took a deep breath. Always something new, always something I didn’t expect, and sometimes it isn’t horrible.
He watched Loial mount, resting the staff across his saddle in front of him, and wondered why the Ogier wanted a staff at all, since they were riding. Then he saw the thick rod, not as big as it was, but in relation to the Ogier, saw the way Loial handled it. “A quarterstaff,” he said, surprised. “I didn’t know Ogier carried weapons, Loial.”
“Usually we do not,” the Ogier replied almost curtly. “Usually. The price has always been too high.” He hefted the huge quarterstaff and wrinkled his broad nose with distaste. “Elder Haman would surely say I am putting a long handle on my axe, but I am not just being hasty or rash, Rand. This place . . . ” He shivered, and his ears twitched.
“We’ll find our way back soon,” Rand said, trying to sound confident.
Loial spoke as if he had not heard. “Everything is . . . linked, Rand. Whether it lives or not, whether it thinks or not, everything that is, fits together. The tree does not think, but it is part of the whole, and the whole has a—a feeling. I can’t explain any more than I can explain what being happy is, but . . . Rand, this land was glad for a weapon to be made. Glad!”
“The Light shine on us,” Hurin murmured nervously, “and the Creator’s hand shelter us. Though we go to the last embrace of the mother, the Light illumine our way.” He kept repeating the catechism as if it had a charm to protect him.
Rand resisted the impulse to look around. He definitely did not look up. All it would take to break them all was another of those smoky lines across the sky right at that moment. “There’s nothing here to hurt us,” he said firmly. “And we’ll keep a good watch and make sure nothing does.”
He wanted to laugh at himself, sounding so certain. He was not certain about anything. But watching the others—Loial with his tufted ears drooping, and Hurin trying not to look at anything—he knew one of them had to seem to be sure, at least, or fear and uncertainty would break them all apart. The Wheel weaves as the Wheel wills. He squeezed that thought out. Nothing to do with the Wheel. Nothing to with ta’veren, or Aes Sedai, or the Dragon. It’s just the way it is, that’s all.
“Loial, are you done here?” The Ogier nodded, regretfully rubbing the quarterstaff. Rand turned to Hurin. “Do you still have the trail?”
“I do, Lord Rand. I do that.”
“Then let’s keep on with it. Once we find Fain and the Darkfriends, why, we’ll go home heroes, with the dagger for Mat, and the Horn of Valere. Lead out, Hurin.” Heroes? I’ll settle for all of us getting out of here alive.
“I do not like this place,” the Ogier announced flatly. He held the quarterstaff as if he expected to have to use it soon.
“As well we don’t mean to stay here, then, isn’t it?” Rand said. Hurin barked a laugh as if he had made a joke, but Loial gave him a level look.
“As well we don’t, Rand.”
Yet as they rode on southward, he could see that his casual assumption that they would get home had picked them both up a little. Hurin sat a bit straighter in his saddle, and Loial’s ears did not seem so wilted. It was no time or place to let them know he shared their fear, so he kept it to himself, and fought it by himself.
Hurin kept his humor through the morning, murmuring, “As well we don’t mean to stay,” then chuckling, until Rand felt like telling him to be quiet.
“Is there something wrong with the trail, Hurin?” he asked.
The sniffer shrugged, looking troubled. “Yes, Lord Rand, and then again no, as you might say.”
“It must be one or the other. Have you lost the trail? No shame if you have. You said it was weak to start. If we can’t find the Darkfriends, we will find another Stone and get back that way.” Light, anything but that. Rand kept his face smooth. “If Darkfriends can come here and leave, so can we.”
“Oh, I haven’t lost it, Lord Rand. I can still pick out the stink of them. It isn’t that. It’s just . . . It’s . . . ” With a grimace, Hurin burst out, “It’s like I’m remembering it, Lord Rand, instead of smelling it. But I’m not. There’s dozens of trails crossing it all the time, dozens and dozens, and all sorts of smells of violence, some of them fresh, almost, only washed out like everything else. This morning, right after we left the hollow, I could have sworn there were hundreds slaughtered right under my feet, just minutes before, but there weren’t any bodies, and not a mark on the grass but our own hoofprints. A thing like that couldn’t happen without the ground being torn up and bloodied, but there wasn’t a mark. It’s all like that, my Lord. But I am following the trail. I am. This place just has me all on edge. That’s it. That must be it.”
Rand glanced at Loial—the Ogier did come up with the oddest knowledge, at times—but he looked as puzzled as Hurin. Rand made his voice more confident than he felt. “I know you are doing your best, Hurin. We are all of us on edge. Just follow as best you can, and we’ll find them.”
“As you say, Lord Rand.” Hurin booted his horse forward. “As you say.”
But by nightfall, there was still no sign of the Darkfriends, and Hurin said the trail was fainter still. The sniffer kept muttering to himself about “remembering.”
There had been no sign. Really no sign. Rand was not as good a tracker as Uno, but any boy in the Two Rivers was expected to track well enough to find a lost sheep, or a rabbit for dinner. He had seen nothing. It was as if no living thing had ever disturbed the land before they came. There should have been something if the Darkfriends were ahead of them. But Hurin kept following the trail he said he smelled.
As the sun touched the horizon they made camp in a stand of trees untouched by the burn, eating from their saddlebags. Flatbread and dried meat washed down with flat-tasting water; hardly a filling meal, tough and far from tasty. Rand thought they might have enough for a week. After that . . . Hurin ate slowly, determinedly, but Loial gulped his down with a grimace and settled back with his pipe, the big quarterstaff close at hand. Rand kept their fire small and well hidden in the trees. Fain and his Darkfriends and Trollocs might be close enough to see a fire, for all of Hurin’s worries about the oddness of their trail.
It seemed odd to him that he had begun to think of them as Fain’s Darkfriends, Fain’s Trollocs. Fain was just a madman. Then why did they rescue him? Fain had been part of the Dark One’s scheme to find him. Perhaps it had something to do with that. Then why is he running instead of chasing me? And what killed that Fade? What happened in that room full of flies? And those eyes, watching me in Fal Dara. And that wind, catching me like a beetle in pine sap. No. No, Ba’alzamon has to be dead. The Aes Sedai did not believe it. Moiraine did not believe it, nor the Amyrlin. Stubbornly, he refused to think about it any longer. All he had to think about now was finding that dagger for Mat. Finding Fain, and the Horn.
It’s never over, al’Thor.
The voice was like a thin breeze whispering in the back of his head, a thin, icy murmur working its way into the crevices of his mind. He almost sought the void to escape it, but remembering what waited for him there, he pushed down the desire.
In the half dark of twilight, he worked the forms with his sword, the way Lan had taught, though without the void. Parting the Silk. Hummingbird Kisses the Honeyrose. Heron Wading in the Rushes, for balance. Losing himself in the swift, sure movements, forgetting for a time where he was, he worked until sweat covered him. Yet when he was done, it all came back; nothing was changed. The weather was not cold, but he shivered and pulled his cloak around him as he hunched by the fire. The others caught his mood, and they finished eating quickly and in silence. No one complained when he kicked dirt over the last fitful flames.
Rand took the first watch himself, walking the edges of the copse with his bow, sometimes easing his sword in its scabbard. The chill moon was almost full, standing high in the blackness, and the night was as silent as the day had been, as empty. Empty was the right word. The land was as empty as a dusty milk crock. It was hard to believe there was anyone in the whole world, in this world, except for the three of them, hard to believe even the Darkfriends were there, somewhere ahead.
To keep himself company, he unwrapped Thom Merrilin’s cloak, exposing the harp and flute in their hard leather cases atop the many-colored patches. He took the gold-and-silver flute from its case, remembering the gleeman teaching him as he fingered it, and played a few notes of “The Wind That Shakes the Willow,” softly so as not to wake the others. Even soft, the sad sound was too loud in that place, too real. With a sigh he replaced the flute and did up the bundle again.
He held the watch long into the night, letting the others sleep. He did not know how late it was when he suddenly realized a fog had risen. Close to the ground it lay, thick, making Hurin and Loial indistinct mounds seeming to hump out of clouds. Thinner higher up, it still shrouded the land around them, hiding everything except the nearest trees. The moon seemed viewed through watered silk. Anything at all could come right up to them unseen. He touched his sword.
“Swords do no good against me, Lews Therin. You should know that.”
The fog swirled around Rand’s feet as he spun, the sword coming into his hands, heron-mark blade upright before him. The void leaped up inside him; for the first time, he barely noticed the tainted light of saidin.
A shadowy figure drew nearer through the mist, walking with a tall staff. Behind it, as if the shadow’s shadow were vast, the fog darkened till it was blacker than night. Rand’s skin crawled. Closer the figure came, until it resolved into the shape of a man, clothed and gloved in black, with a black silk mask covering his face, and the shadow came with it. His staff was black, too, as if the wood had been charred, yet smooth and shining like water by moonlight. For an instant the eyeholes of the mask glowed, as if fires stood behind them rather than eyes, but Rand did not need that to know who it was.
“Ba’alzamon,” he breathed. “This is a dream. It has to be. I fell asleep, and—”
Ba’alzamon laughed like the roar of an open furnace. “You always try to deny what is, Lews Therin.  I can always touch you. Always and everywhere.”
“I am not the Dragon! My name is Rand al’—!” Rand clamped his teeth shut to stop himself.
“Oh, I know the name you use now, Lews Therin. I know every name you have used through Age after Age, long before you were even the Kinslayer.” Ba’alzamon’s voice began to rise in intensity; sometimes the fires of his eyes flared so high that Rand could see them through the openings in the silk mask, see them like endless seas of flame. “I know you, know your blood and your line back to the first spark of life that ever was, back to the First Moment. You can never hide from me. Never! We are tied together as surely as two sides of the same coin. Ordinary men may hide in the sweep of the Pattern, but ta’veren stand out like beacon fires on a hill, and you, you stand out as if ten thousand shining arrows stood in the sky to point you out! You are mine, and ever in reach of my hand!”
“Father of Lies!” Rand managed. Despite the void, his tongue wanted to cleave to the roof of his mouth. Light, please let it be a dream. The thought skittered outside the emptiness. Even one of those dreams that isn’t a dream. He can’t really be standing in front of me. The Dark One is sealed in Shayol Ghul, sealed by the Creator at the moment of Creation . . . He knew too much of the truth for it to help. “You’re well named! If you could just take me, why haven’t you? Because you cannot. I walk in the Light, and you cannot touch me!”
Ba’alzamon leaned on his staff and looked at Rand a moment, then moved to stand over Loial and Hurin, peering down at them. The vast shadow moved with him. He did not disturb the fog, Rand saw—he moved, the staff swung with his steps, but the gray mist did not swirl and eddy around his feet as it did around Rand’s. That gave him heart. Perhaps Ba’alzamon really was not there. Perhaps it was a dream.
“You find odd followers,” Ba’alzamon mused. “You always did. These two. The girl who tries to watch over you. A poor guardian and weak, Kinslayer. If she had a lifetime to grow, she would never grow strong enough for you to hide behind.”
Girl? Who? Moiraine is surely not a girl. “I don’t know what you are talking about, Father of Lies.   I have told you. And so have those women of Tar Valon.” Rand shifted, and Ba’alzamon gave a laugh, like a small thunderclap. “They think themselves safe in their White Tower, but my followers number even some of their own. The Aes Sedai called Moiraine told you who you are, did she not? Did she lie? Or is she one of mine? The White Tower means to use you like a hound on a leash. Do I lie? Do I lie when I say you seek the Horn of Valere?” He laughed again; calm of the void or no, it was all Rand could do not to cover his ears. “Sometimes old enemies fight so long that they become allies and never realize it. They think they strike at you, but they have become so closely linked it is as if you guided the blow yourself.”
“You don’t guide me,” Rand said. “I deny you.”
“I have a thousand strings tied to you, Kinslayer, each one finer than silk and stronger than steel. Time has tied a thousand cords between us. The battle we two have fought—do you remember any part of that? Do you have any glimmering that we have fought before, battles without number back to the beginning of Time? I know much that you do not! That battle will soon end. The Last Battle is coming. The last, Lews Therin. Do you really think you can avoid it? You poor, shivering worm.  And this time the cycle will not begin anew with your death. The grave belongs to the Great Lord of the Dark. This time if you die, you will be destroyed utterly. This time the Wheel will be broken whatever you do, and the world remade to a new mold. Serve me! Serve Shai’tan, or be destroyed forever!”
With the utterance of that name, the air seemed to thicken. The darkness behind Ba’alzamon swelled and grew, threatening to swallow everything. Rand felt it engulfing him, colder than ice and hotter than coals both at the same time, blacker than death, sucking him into the depths of it, overwhelming the world.
He gripped his sword hilt till his knuckles hurt. “I deny you, and I deny your power. I walk in the Light. The Light preserves us, and we shelter in the palm of the Creator’s hand.” He blinked. Ba’alzamon still stood there, and the great darkness still hung behind him, but it was as if all the rest had been illusion.
“Do you want to see my face?” It was a whisper.
Rand swallowed. “No.”
“You should.” A gloved hand went to the black mask.
“No!”
The mask came away. It was a man’s face, horribly burned. Yet between the black-edged, red crevices crossing those features, the skin looked healthy and smooth. Dark eyes looked at Rand; cruel lips smiled with a flash of white teeth. “Look at me, Kinslayer, and see the hundredth part of your own fate.” For a moment eyes and mouth became doorways into endless caverns of fire. “This is what the Power unchecked can do, even to me. But I heal, Lews Therin. I know the paths to greater power. It will burn you like a moth flying into a furnace.”
“I will not touch it!” Rand felt the void around him, felt saidin. “I won’t.”
“You cannot stop yourself.”
“Leave—me—ALONE!”
“Power.” Ba’alzamon’s voice became soft, insinuating. “You can have power again, Lews Therin. You are linked to it now, this moment. I know it. I can see it. Feel it, Lews Therin. Feel the glow inside you. Feel the power that could be yours. All you must do is reach out for it. But the Shadow is there between you and it. Madness and death. You need not die, Lews Therin, not ever again.”
“No,” Rand said, but the voice went on, burrowing into him.
“I can teach you to control that power so that it does not destroy you. No one else lives who can teach you that. The Great Lord of the Dark can shelter you from the madness. The power can be yours, and you can live forever. Forever! All you must do in return is serve. Only serve. Simple words—I am yours, Great Lord—and power will be yours. Power beyond anything those women of Tar Valon dream of, and life eternal, if you will only offer yourself up and serve.”
Rand licked his lips. Not to go mad. Not to die. “Never! I walk in the Light,” he grated hoarsely, “and you can never touch me!”
“Touch you, Lews Therin? Touch you? I can consume you! Taste it and know, as I knew!”
 Grew, and suddenly Rand’s sword glowed as if just drawn from the forge. He cried out as the hilt burned his hands, screamed and dropped the sword. And the fog caught fire, fire that leaped, fire that burned everything.
Yelling, Rand beat at his clothes as they smoked and charred and fell in ashes, beat with hands that blackened and shriveled as naked flesh cracked and peeled away in the flames. He screamed. Pain beat at the void inside him, and he tried to crawl deeper into the emptiness. The glow was there, the tainted light just out of sight. Half mad, no longer caring what it was, he reached for saidin, tried to wrap it around him, tried to hide in it from the burning and the pain.
As suddenly as the fire began, it was gone. Rand stared wonderingly at his hand sticking out of the red sleeve of his coat. There was not so much as a singe on the wool. I imagined it all. Frantically, he looked around. Ba’alzamon was gone. Hurin shifted in his sleep; the sniffer and Loial were still only two mounds sticking up out of the low fog. I did imagine it.
Before relief had a chance to grow, pain stabbed his right hand, and he turned it up to look. There across the palm was branded a heron. The heron from the hilt of his sword, angry and red, as neatly done as though drawn with an artist’s skill.
Fumbling a kerchief from his coat pocket, he wrapped it around his hand. The hand throbbed, now. The void would help with that—he was aware of pain in the void, but he did not feel it—but he put the thought out of his head. Twice now, unknowing—and once on purpose; he could not forget that—he had tried to channel the One Power while he was in the void. It was with that that Ba’alzamon wanted to tempt him. It was that that Moiraine and the Amyrlin Seat wanted him to do. He would not.


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Coach Bo: Oliver takes setback in stride, mentors young Campbell ...
Nov 5, 2012 . The Bulls have not won a game since he went down. . could slow Oliver, who was on pace to break his own school record for rushing yards.
http://www.ubspectrum.com/sports/coach-bo-oliver-takes-setback-in-stride-mentors-young-campbell-1.2937012
Treatment for Herniated or Bulging Discs
Bo-verload: Bulls' Oliver adds brawn, terrifies opponents - Buffalo.com
Sep 7, 2012 . Bo-verload: Bulls' Oliver adds brawn, terrifies opponents . freshman, Devin Campbell, was faster than both him and MackI took in what a physical freak Oliver was. . It came to me, my own, my love
my
preciousssss..
http://www.buffalo.com/sports/blog/bo-verload-bulls-oliver-adds-brawn-terrifies-opponents/
No More Bull!: The Mad Cowboy Targets America's Worst Enemy ...
Share your own customer images . In No More Bull!, Lyman uses his humor, compassion, firsthand experience in agriculture, and command . Implications for Diet, Weight Loss, And Long-term Health by T. Colin Campbell Paperback $11.53 .
http://www.amazon.com/No-More-Bull-Targets-Americas/dp/0743286987
bulls that bo campbell own Herniated or Bulging Discs
Joseph Campbell and the Lunar Bull: Book Reviews, Quotes and ...
Joseph Campbell and The Lunar Bull is a uniquely composed book containing four book reviews coupled with the one of the author's own personal related work .
http://www.amazon.com/Joseph-Campbell-Lunar-Bull-Comments/dp/1453788050
<DOC> <DOCNO> AP890101-0001 </DOCNO> <FILEID>AP-NR-01 ...
Stone, who based ``Platoon'' on some of his own experiences as a grunt, said the . ``That was a real shot in the dark but it was bull's eye,'' Waas said. . The boy initially was listed as a runaway when his mother, Debbie Campbell, reported .
http://www.divms.uiowa.edu/~psriniva/courses/21230/Assignments/ass3data/AllDocs.txt
Glen Campbell - Wikipedia, the free encyclopedia
In 1958 Campbell formed his own band, the Western Wranglers. . 39) (written by Neil Diamond), and "Country Boy (You Got Your Feet in L.A.). . Do I Tell My Heart Not To Break", "Bull Durham", "Just Another Man", "If This Is Love", "Friends ", .
http://en.wikipedia.org/wiki/Glen_Campbell
Official Impairment Listing for Spinal Disorders
This Week's Sports Illustrated: Where Are They Now? Earl Campbell ...
Jul 6, 2012 . Earl Campbell, Reggie Jackson, Bull Durham and More . Former Oilers safety Bo Eason: He hit me so hard that both my contacts flew out. . physical and sexual from a partnerand his own battles with depression and .
http://sportsmedianews.com/this-weeks-sports-illustrated-where-are-they-now-earl-campbell-reggie-jackson-bull-durham-and-more/
- flats to let in fleetwood lancashire (narrowing of the spine)
April 1 2012 / Volume 21 - Professional Cowboy Association
Apr 1, 2012 . He brought his own horse for the . Stock Contractor: Bo Campbell Rodeo Productions . Bull Fighters: Randy Sanders & Preston Gray .
http://www.pcarodeo.com/pdf/PCANewsV21.pdfOhio Holds Off Buffalo, 38-31 - Buffalo Athletics
Oct 6, 2012 . For the second straight week the Bulls were without star running back . Campbell made his first career start a memorable one, rushing for a . In the second quarter, the Bulls snuffed a fake field goal attempt by Ohio inside of its own . the Bulls went with the "Bo-Cat" formation with Alex Dennison filling in .
http://www.buffalobulls.com/sports/fball/2012-13/releases/20121006cgrz9q
LATCH KEY BOY by Uncle Reamum (Mb, MMb, ped, nudity, 1st, oral ...
After school, he was on his own as his mother worked from 9 AM until 6 PM, not . It occurred to Campbell that this boy might be ideal for what he had in mind. . the boy aimed for the tempting bull's eye target and to Campbell's pleasure, .
http://www1.asstr.org/~Lasiter/LATCH_KEY_BOY.htm
Golden Boy Campbell focused on Betis | Arseblog News the ...
Oct 29, 2012 . Golden boy Campbell wouldn't be able to help us much. . marker flicked the ball onto his hand with his own (0:33 onwards): . It really annoys me seeing Thiery Henry still banging in superb goals for New York Red Bulls
http://news.arseblog.com/2012/10/golden-boy-campbell-focused-on-betis/
Medical-Vocational Allowance for Herniated Disc
Chute Gate - Professional Cowboy Association
Nov 7, 2011 . 6.5/419.18, Kelsy Porchman & Cole Bigby-6.6/232.88 Bull Riding: Winston . Stock Contractor: Bo Campbell Rodeo Productions. Total Prize Money: 31,730.00 . HORSES FURNISHED OR BRING YOUR OWN. --- STEER .
http://www.pcarodeo.com/pdf/PCANewsV19.pdf
The Postgame Meal: Bowling Green 2012 - Bull Run
Nov 25, 2012 . Joe Licata had his chance to own the team. . we are a running team, without a healthy BO or Campbell, the running game went nowhere.
http://www.ubbullrun.com/2012/11/25/3689282/the-postgame-meal-bowling-green-2012
Appealing a Denial of Benefits
Shepherd-area man dies after bull attack
Oct 25, 2012 . MALTA Bo Hughes said he'd never played running back in his life. . Dominique D. Hypolite and Severin A. Campbell, Missoula, girl, Nov. 9 . A Shepherd-area man was killed Thursday morning, apparently by his own bull.
http://missoulian.com/news/state-and-regional/shepherd-area-man-dies-after-bull-attack/article_54e2114e-1eda-11e2-aeb5-0019bb2963f4.html


Human Immunodeficiency Virus (HIV)
HIV stands for human immunodeficiency virus. If left untreated, HIV can lead to the disease AIDS (acquired immunodeficiency syndrome).
Unlike some other viruses, the human body can’t get rid of HIV completely. So once you have HIV, you have it for life.
HIV attacks the body’s immune system, specifically the CD4 cells (T cells), which help the immune system fight off infections. If left untreated, HIV reduces the number of CD4 cells (T cells) in the body, making the person more likely to get infections or infection-related cancers. Over time, HIV can destroy so many of these cells that the body can’t fight off infections and disease. These opportunistic infections or cancers take advantage of a very weak immune system and signal that the person has AIDS, the last state of HIV infection.
No effective cure for HIV currently exists, but with proper treatment and medical care, HIV can be controlled. The medicine used to treat HIV is called antiretroviral therapy or ART. If taken the right way, every day, this medicine can dramatically prolong the lives of many people with HIV, keep them healthy, and greatly lower their chance of transmitting the virus to others. Today, a person who is diagnosed with HIV, treated before the disease is far advanced, and stays on treatment can live a nearly as long as someone who does not have HIV
. The only way to know for sure if you have HIV is to get tested. Testing is relatively simple. You can ask your health care provider for an HIV test. Many medical clinics, substance abuse programs, community health centers, and hospitals offer them too. You can also buy a home testing kit at a pharmacy or online.
To find an HIV testing location near you, use the HIV Testing & Care Services Locator.
Acquired Immunodeficiency Syndrome (AIDS)
AIDS stands for acquired immunodeficiency syndrome. AIDS is the final stage of HIV infection, and not everyone who has HIV advances to this stage.
AIDS is the stage of infection that occurs when your immune system is badly damaged and you become vulnerable to opportunistic infections. When the number of your CD4 cells falls below 200 cells per cubic millimeter of blood (200 cells/mm3), you are considered to have progressed to AIDS. (The CD4 count of an uninfected adult/adolescent who is generally in good health ranges from 500 cells/mm3 to 1,600 cells/mm3.) You can also be diagnosed with AIDS if you develop one or more opportunistic infections, regardless of your CD4 count.
Without treatment, people who are diagnosed with AIDS typically survive about 3 years. Once someone has a dangerous opportunistic illness, life expectancy without treatment falls to about 1 year. People with AIDS need medical treatment to prevent death.
Where did HIV come from?
Scientists identified a type of chimpanzee in Central Africa as the source of HIV infection in humans. They believe that the chimpanzee version of the immunodeficiency virus (called simian immunodeficiency virus, or SIV) most likely was transmitted to humans and mutated into HIV when humans hunted these chimpanzees for meat and came into contact with their infected blood. Studies show that HIV may have jumped from apes to humans as far back as the late 1800s. Over decades, the virus slowly spread across Africa and later into other parts of the world. We know that the virus has existed in the United States since at least the mid- to late 1970s.


---
layout: post
title: Cyber Crime storyboard
date: '2014-01-20T07:30:26+01:00'
categories:
- Storyboards
picture_url: https://film-Storyboards.tumblr.com/post/73943640530/cyber-crime-Storyboards-production-mindtaste
---
Cyber Crime Storyboards. Production: Mindtaste Agency: ESN Client: European Commission


{% extends 'base_tools.html' %} {% block head_script %}
{% endblock%} {% block tool_group %} Slot profile {% endblock%} {% block tool_name %} How to design slots in unit-load warehouses {% endblock%} {% block tool_desc %} Ask any warehouse manager and he will probably tell you that he is running out of space and is looking for more. However, by using optimal slot profiling, warehouse managers can maximize space utilization, making room for more product within the same available space. We analyzed historical inventory levels and pallet heights of a data set to determine the optimal slot heights and quantities that guarantee a desired storage service level. {% endblock%} {% block link %} Learn More {% endblock%} {% block video %} {% endblock%} {% block inputs %}
Our model determines the best set of slot heights \( (x) \) and quantities \( (N) \) according to the pallet heights
and inventory levels provided. The objective is to minimize the sum of the heights of all slot as a
surrogate of the warehouse footprint, and the model guarantees that the warehouse desired storage
service level.
With slot we mean the elemental storage unit of a rack-bay in a pallet rack. Our model assumes that
all slots in the racking are single deep, but can contain multiple pallet in width. For example, the rack-bay below
has 4 slots with 2 pallet positions per slot in width. We also assume that pallets of a sku are always
of the same pallet height and that the warehouse uses a shared storage policy, i.e., a pallet can be stowed in any slot where it fits.
{{ test_info }}
{% endblock%} {% block page_script %} {% endblock %}


RTL mode
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Danger
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Danger
Disabled with dark background
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View Name
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Tuesday September 18, 2012
Tuesday September 18, 2012
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Action 1
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This is a large description for this action
Action 3 (disabled)


Working neatly
Never put down, if you can, two colors one on top of the other. But after you have made your design carefully, keep the space for shadows alone by themselves & for the lights & highlights individually as well, without layering a color all across & then highlighting or shading on it. And in this way, you further your work, economise your colours & work neatly, which is the reason that, the colors not being muddled nor mixed together, they do not die & you soften the colors better, since they are not so thick.
Fatty oil
It is not good for working with colors because it makes them thick, & as difficult to work as azur d’esmail. Use, then, the clearest walnut oil that you can, & the freshest.
Vermilion
One ought not to keep it in water when soaked ground with oil for it loses its color. It is better to choose whitish vermilion than dark & blackish. For vermilion is usually mixed with a little lake, without which it would hardly be different from minium. But the pale kind one casts more vivacity than the dark one. It is not desiccative, & for this reason one mixes in calcined cristallin.
Oil colors in water
Usually, after grinding them one puts a fo piece of tin leaf on top, & one puts them in water to prevent them from drying out. But this is more appropriate for ceruse, lead white, minium & massicot than for the others, for lake dies there & loses its color, as does azure vermilion.
Double layer
Verdigris does not die, & thus does not need to be layered twice. But lake & others, & especially flesh color, the require two layers. Colors hardly change when they are dry.
at left top margin
** Yellow ochre **
One needs a little of it in every flesh color.
at left middle margin
** Softening **
One softens in the same way on oiled paper as on wood. But it is easier to soften on canvas, because the softening must be rougher on it.
at left bottom margin
** Eye **
Every eye must follow the circle of the compass & not be flat & square.


This tool lets users visualize the evolution of code clones across several versions.There are two types of visualizations available, a circos style circular visualization and a generic scatter plot.
The plots are interactive and one can click on any genealogy to see how it has progressed over time and the type of changes that have happened.
Sample files for some exisiting projects are available.Just click on the links below and then click on the circular style or the scatter plot button to see the respective plots.Support for uploading own files will be available soon...
Move the slider to choose the range of versions for which the genealogy plot needs to be generated. By default the genealogy plot for all available versions is shown below.
The checkbox can be selected to also view the clone genealogies that have dissapeared or have split and are no longer alive.
The genealogy plot show below was created using the data generated by SPCP Miner for BRL-CAD an Open Source Solid Modeling CAD Tool(Language C)


{% load staticfiles %} {% load static %}
Fast custom Investment Portfolio
Add Different Types of Investment
Best Investment solutions
Learn Which Type of Investment suits You
Get insights
Our scientific charts proivide you with Insights


vignettes/MAPITR.Intro.SimulatedData.Rmd
MAPITR.Intro.SimulatedData.Rmd
This is a simple introductory vignette to the MAPITR
package. In this introductory example, we will use a simulated dataset to run MAPITR
and explore some basic output. The dataset is provided with the package.
MAPITR
For this introductory vignette, we will be using MAPITR_SimData_Phenotype
, MAPITR_SimData_Genotypes
, and MAPITR_SimData_Pathways
. These are simulated datasets created for the purposes of this vignette. To load ‘MAPITR’ and the datasets, run the following:
library("MAPITR");
## Warning: replacing previous import 'Rcpp::LdFlags' by 'RcppParallel::LdFlags'
## when loading 'MAPITR'
data(MAPITR_SimData_Phenotype, MAPITR_SimData_Genotypes, MAPITR_SimData_Pathways)
First, we’ll take a look at the formats of our simulated input data:
MAPITR_SimData_Genotypes[1:10,1:10]
## X1.10759741_T X2.63375893_G X1.82944926_C X2.142291951_C X1.89628674_G
## 1 0 0 1 0 0
## 2 0 0 1 1 0
## 3 1 0 2 2 0
## 4 1 0 1 1 0
## 5 0 1 1 0 0
## 6 0 0 1 1 0
## 7 0 0 0 0 0
## 8 0 0 1 1 0
## 9 1 0 1 2 1
## 10 0 0 1 1 0
## X1.238625898_T X1.30113436_G X2.70564002_A X1.171543747_C X1.192618028_C
## 1 1 0 1 0 0
## 2 1 1 1 0 0
## 3 1 0 1 0 0
## 4 1 1 1 0 0
## 5 1 1 0 0 0
## 6 2 1 0 0 0
## 7 0 0 0 0 0
## 8 1 0 1 0 0
## 9 1 0 1 0 1
## 10 1 0 0 0 0
Here you should see the first ten rows and columns of our genotype matrix. The genotype matrix is n x p, so the rows are our n individuals and the columns are our p SNPs. SNP genotypes, the entries of each column, are assumed to be 0, 1, or 2 – so note, diploid information is assumed to have been collaspsed into a single value for each SNP. For example, the typical diploid setup of 0/0, 0/1, and 1/1, representing either reference allele (0) or alternative allele (1) for both chromosomal copies in an individual, is now instead represented as 0 (0/0), 1 (0/1), or 2 (1/1).
Also note that there can be no genotype missingness present in the genotype matrix. This is necessary due to how the genetic relatedness matrices (GRMs), required components for the MAPITR variance component model, are constructed. For each entry in the genotype matrix, the only acceptable values are 0, 1, and 2.
head(MAPITR_SimData_Phenotype)
## V1
## 1 1.08873598
## 2 -0.50012837
## 3 -0.29469920
## 4 2.08195320
## 5 0.04315758
## 6 -1.68266402
Here you should see the first ten values of our input phenotype. MAPITR
only runs on one phenotype at a time currently, so the main function only requires a single vector of phenotypic values as input.
head(MAPITR_SimData_Pathways)
## V1
## 1 Pathway1
## 2 Pathway2
## 3 Pathway3
## 4 Pathway4
## 5 Pathway5
## V2
## 1 18396,16639,2919,13971,14279,15570,5547,18127,14800,10814,11184,9011,14284,4896,12949,6246,153,2042,12427,36,11034,6428,10967,7939,15052,4097,630,5623,48,18857,7305,5222,13581,5495,19968,11454,17853,12771,15608,7172,4066,11105,19106,16948,611,2219,10302,7236,15397,3958
## 2 4902,7876,5424,13633,19721,12186,5984,3247,19463,16388,19908,5422,2235,6753,14910,2784,15923,10285,13414,18117,15970,13621,4232,19591,17135,4628,15025,17847,6087,17676,10666,625,13775,2682,10866,569,13137,10176,8111,7115,19946,8088,12515,3682,9794,8515,3209,18263,12454,1258
## 3 19852,1357,6066,287,2960,4391,9294,17208,12114,16226,8540,12418,4407,8449,11133,12647,1844,9313,3990,3318,1900,19184,12191,7289,13568,15101,4438,18277,11138,9209,16186,4431,16109,12706,11375,5355,16804,8050,4895,8568,14348,7504,5682,6800,18817,14371,2598,9233,2824,12675
## 4 6924,3521,7691,12012,2973,9373,18497,13685,14719,9489,6992,14639,16211,8314,19690,11023,15791,11067,17421,13015,406,8082,9567,2903,16583,17792,15251,9053,12841,1896,9729,10768,6551,3603,17526,18959,12435,9528,12211,2522,2032,19978,17061,5264,1720,12342,8720,3231,2854,13430
## 5 11401,15021,13638,17097,6648,17662,15422,12363,11175,16248,10314,3783,11651,12437,350,3035,10454,18465,13508,9345,18304,11959,19563,11952,2805,17284,1315,14345,8114,14707,19923,11691,7336,8548,13957,16553,5452,3739,3666,17706,5969,19594,9196,7699,7827,2256,13460,6272,12183,19712
Here you should see a matrix with two columns. The first column should list the name of each pathway being analyzed. The second column should be a list of comma-separated column indices, representing the set of SNPs belonging to each associated pathway. These indices will be used by MAPITR
to extract the proper SNPs per pathway from the input genotype matrix to conduct the marginal epistasis analysis. Note that the values for this second column are not the SNP IDs (eg rsID#s) or column headers (if your genotype matrix has them), they are the specific column locations in the input genotype matrix for each SNP.
Now to run MAPITR
, we use the following code:
MAPITR_Output <- MAPITR(MAPITR_SimData_Genotypes, MAPITR_SimData_Phenotype, MAPITR_SimData_Pathways)
And to see the output MAPITR()
provides, we can run the following:
head(MAPITR_Output$Results)
## Pathways pValues Est PVE
## [1,] 1 5.137640e-07 0.209502630 0.229032122
## [2,] 2 1.932025e-01 0.056204460 0.059912568
## [3,] 3 5.878403e-01 0.022488880 0.024802621
## [4,] 4 8.407904e-01 -0.008759748 -0.009333399
## [5,] 5 9.580596e-01 0.001885406 0.001978515
The output shown from MAPITR_Output$Results
should be a matrix with four columns. The first column should be the list of pathway names being analyzed (same order as input file), the second column should be the MAPITR
p-values for each pathway, the third column should be the estimate of the epistatic GRM variance component (‘Q’ in the model) for each pathway, and the fourth column should be the proportion of variance explained (PVE) for the phenotype by each pathway. Note the PVE estimates here are for pathways that generally have overlapping variants included, so the interpretation has a different meaning than is typically thought of under single variant models where PVE can theoretically sum to 1 across all variants. A priori it is unclear what PVE should theoretically sum to since variant overlap across pathways will vary depending on the list of pathways used.
In this example, there should be 1 pathway that has a p-value below the Bonferonni-corrected threshold of .01 (.05 / 5, the number of pathways tested):
MAPITR_Output$Results[MAPITR_Output$Results[,2] < .01,]
## Pathways pValues Est PVE
## 1.000000e+00 5.137640e-07 2.095026e-01 2.290321e-01
For further details on the MAPITR
model, please see the associated manuscript.


About me:
I'm a lawyer who decided to teach himself to code, because I'm a believer that technology can help bridge the access-to-justice gap. I work primarily in Python, but have also worked in Go and NodeJS.
I'm constantly building and experimenting with ways to apply technology to law. Check out my github repo for examples of what I've built.
My work:
I'm a legal technology consultant and I've worked with both law firms and orgaizations. Currently I consult with vLex, a global legal research company and Measures for Justice.
Recent Media, Publications, and Interviews:
I spoke at the Beta Launch event for the MIT Computational Law Journal about my Docassemble instructional videos, which will be included as part of the Journal's rich media content. Watch the Beta Launch Event here. Read the Journal here.
I was on the Lawyerist Podcast to talk about my work with criminal justive data. Listen here.
I wrote a guest post for 3 Geeks and a Law Blog about my work with vLex. Read post.
I spoke at the ABA Criminal Justice Section meeting in Nashville about tech tools that reduce recidivism. Video.
I was a regular contributor to Lawyerist, writing about technology and small firm practice. Read articles.
I spoke at the Stetson Legal Technology Conference about technology and Access to Justice in June, 2019. Videos are available for purchase here (I don't get anything if you decide to purchase).
I wrote about the case for a 'Legal IDE' (Integrated Development Environment) for the Law Practice Today magazine. Read article
Docassemble videos:
I've been creating instructional videos about how to set up and use Docassemble, the open-source document assembly program. You can check out the YouTube channel.


|
Generated by JDiff |
|||||||
| FRAMES NO FRAMES |
The percent change statistic reported for all elements in each API is defined recursively as follows:
Percentage difference = 100 * (added + removed + 2*changed) ----------------------------------- sum of public elements in BOTH APIsWhereadded
is the number of packages added,removed
is the number of packages removed, andchanged
is the number of packages changed. This definition is applied recursively for the classes and their program elements, so the value for a changed package will be less than 1, unless every class in that package has changed. The definition ensures that if all packages are removed and all new packages are added, the change will be 100%. Values are rounded here, so a value of 0% indicates a percentage difference of less than 0.5%.The overall difference between the two APIs is approximately 28%.
| Percentage Difference |
Frequency | Percentage Frequency |
| 0 | 0.06451612903225806 | |
| 2 | 0.03225806451612903 | |
| 3 | 0.0967741935483871 | |
| 5 | 0.06451612903225806 | |
| 6 | 0.03225806451612903 | |
| 7 | 0.12903225806451613 | |
| 11 | 0.06451612903225806 | |
| 13 | 0.03225806451612903 | |
| 16 | 0.03225806451612903 | |
| 18 | 0.12903225806451613 | |
| 22 | 0.03225806451612903 | |
| 27 | 0.03225806451612903 | |
| 28 | 0.03225806451612903 | |
| 34 | 0.03225806451612903 | |
| 36 | 0.03225806451612903 | |
| 43 | 0.03225806451612903 | |
| 55 | 0.03225806451612903 | |
| 64 | 0.03225806451612903 | |
| 75 | 0.03225806451612903 | |
| 79 | 0.03225806451612903 |
| Percentage Difference |
Frequency | Percentage Frequency |
| 1 | 0.019230769230769232 | |
| 2 | 0.057692307692307696 | |
| 3 | 0.038461538461538464 | |
| 4 | 0.057692307692307696 | |
| 5 | 0.03205128205128205 | |
| 6 | 0.04487179487179487 | |
| 7 | 0.038461538461538464 | |
| 8 | 0.02564102564102564 | |
| 9 | 0.019230769230769232 | |
| 10 | 0.03205128205128205 | |
| 11 | 0.03205128205128205 | |
| 12 | 0.01282051282051282 | |
| 13 | 0.019230769230769232 | |
| 14 | 0.10897435897435898 | |
| 15 | 0.03205128205128205 | |
| 16 | 0.02564102564102564 | |
| 17 | 0.08333333333333333 | |
| 18 | 0.00641025641025641 | |
| 20 | 0.01282051282051282 | |
| 22 | 0.00641025641025641 | |
| 23 | 0.01282051282051282 | |
| 24 | 0.00641025641025641 | |
| 25 | 0.05128205128205128 | |
| 27 | 0.00641025641025641 | |
| 28 | 0.00641025641025641 | |
| 29 | 0.00641025641025641 | |
| 30 | 0.019230769230769232 | |
| 31 | 0.01282051282051282 | |
| 32 | 0.00641025641025641 | |
| 33 | 0.019230769230769232 | |
| 40 | 0.01282051282051282 | |
| 41 | 0.00641025641025641 | |
| 42 | 0.00641025641025641 | |
| 44 | 0.01282051282051282 | |
| 46 | 0.00641025641025641 | |
| 50 | 0.038461538461538464 | |
| 52 | 0.00641025641025641 | |
| 55 | 0.00641025641025641 | |
| 59 | 0.00641025641025641 | |
| 62 | 0.00641025641025641 | |
| 69 | 0.00641025641025641 | |
| 70 | 0.00641025641025641 | |
| 75 | 0.00641025641025641 | |
| 78 | 0.00641025641025641 | |
| 92 | 0.00641025641025641 | |
| 95 | 0.00641025641025641 |
The numbers of program elements (packages, classes. constructors, methods and fields) which are recorded as removed, added or changed includes only the highest-level program elements. That is, if a class with two methods was added, the number of methods added does not include those two methods, but the number of classes added does include that class.
| Number of Differences | ||||
| Removals | Additions | Changes | Total | |
| Packages | 5 | 8 | 31 | 44 |
| Classes and Interfaces | 15 | 118 | 156 | 289 |
| Constructors | 13 | 14 | 10 | 37 |
| Methods | 100 | 371 | 61 | 532 |
| Fields | 17 | 42 | 35 | 94 |
| Total | 150 | 553 | 293 | 996 |


@Retention(value=RUNTIME) @Target(value=TYPE) @Inherited @Repeatable(value=ResourceDependencies.class) public @interface ResourceDependency
Instances of UIComponent
or Renderer
that have this
annotation (or ResourceDependencies
attached at the class level will automatically have a resource dependency
added so that the named resource will be present in user agent's view of the UIViewRoot
in which this
component or renderer is used.
The default implementation must support attaching this annotation to UIComponent
or
Renderer
classes. In both cases, the event that precipitates the processing of this
annotation is the insertion of a UIComponent
instance into the view hierarchy on an initial request for
a view. When that event happens, the following action must be taken.
If this annotation is not present on the class in question, no action must be taken.
Create a UIOutput
instance by passing jakarta.faces.Output
. to
Application.createComponent(java.lang.String)
.
Get the annotation instance from the class and obtain the values of the name, library, and target attributes.
If library is the empty string, let library be null
.
If target is the empty string, let target be null
.
Obtain the renderer-type for the resource name by passing name to
ResourceHandler.getRendererTypeForResourceName(java.lang.String)
.
Call setRendererType
on the UIOutput
instance, passing the renderer-type.
Obtain the Map
of attributes from the UIOutput
component by calling
UIComponent.getAttributes()
.
Store the name into the attributes Map
under the key "name".
If library is non-null
, store it under the key "library".
If target is non-null
, store it under the key "target".
Otherwise, if target is null
, call
UIViewRoot.addComponentResource(jakarta.faces.context.FacesContext, jakarta.faces.component.UIComponent)
,
passing the UIOutput
instance as the second argument.
Example:
@ResourceDependency(library="corporate", name="colorAndMedia.css"),
| Modifier and Type | Required Element and Description |
|---|---|
java.lang.String |
name
The resourceName of the resource pointed to by this |
| Modifier and Type | Optional Element and Description |
|---|---|
java.lang.String |
library
The libraryName in which the resource pointed to by this |
java.lang.String |
target
The value given for this attribute will be passed as the "target" argument to
|
public abstract java.lang.String name
The resourceName of the resource pointed to by this ResourceDependency
. It is valid to have
Jakarta Expression Language Expressions in the value of this attribute, as long as the expression resolves to an
instance of the expected type.
public abstract java.lang.String library
The libraryName in which the resource pointed to by this ResourceDependency
resides. If not
specified, defaults to the empty string. It is valid to have Jakarta Expression Language Expressions in the value of
this attribute, as long as the expression resolves to an instance of the expected type.
public abstract java.lang.String target
The value given for this attribute will be passed as the "target" argument to
UIViewRoot.addComponentResource(jakarta.faces.context.FacesContext, jakarta.faces.component.UIComponent, java.lang.String)
.
If this attribute is specified,
UIViewRoot.addComponentResource(jakarta.faces.context.FacesContext,jakarta.faces.component.UIComponent)
must be called instead, as described above. It is valid to have Jakarta Expression Language Expressions in the value
of this attribute, as long as the expression resolves to an instance of the expected type.


Name:
Symbol:
Price per Share:
Company Name:{{company.name}} . Stock Symbol:{{company.symbol}} . Stock Price: {{company.price}}


Based on dedicated training, our Junior Entreprise is able to carry out all your studies in this field, in particular:
For many years, Ponts Études Projets has proven its efficiency by carrying out many ambitious and specific studies, such as:
The industrial engineering programme at the Ponts ParisTech school, specialising in supply chain, innovation and marketing, trains students to carry out studies that require team management, personal initiative and in-depth market analysis. Les Ponts students are also supported by the d.School, a design thinking school sponsored by Stanford University.
Industrial engineering training
The d.school, Sillicon Valley in Paris-Est


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Swift • TypeScript Cheatsheet
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"I'm Rwandan"
"Sourthern province"
"Huye district"
"Maraba sector
"Kabuye cell"
"but now"
"I'm lacated Gitwa cell in Tumba sector"


by John LaGue
Posted on October 4th, 2019 at 3:45pm EST PM
This is a brief post about a quick analysis I did in the winter of 2018 of my brother, Ben LaGue's, meticulous Jersy City apartment utility records.
-----------------------------------------------------------------------------------------------
My brother seemingly tracked everything! Not only did he track what he and his roommates were paying each month, but he tracked exactly how much gas and electricity they used too!
Each month he would record the average monthly temperature, the KWh used, the amount of gas used (Therms), the price of gas at the time and the price of a kWh at that time. He has data going back to 2012! He shared his Google Sheet and asked me if I could "Data Science It". I was happy to see what I could do. He was only really interested in gas usage too, since that's what fluctuated the most.
He had already created these nifty timelines of usage and prices (seen below). So a part of the exploratory portion was already complete!
I messed around with some histograms, but intuition would tell you anything you could see in the histogram. Winter months had higher bills and higher gas usage. As average temperature increased usage seemed to decrease. All very intuitive. But could I actually predict the exact amount used each month?
I began by splitting the data 70/30 for training and testing by randomly sampling. Then I built a very basic linear regression model in R. I played around with the variables and found that the only statistically significant variable was Average Temp. So I created a single variable regression using average temp to predict gas usage. Unfortunately I do not have the original R file, but I believe it was explaining about 70% of the variance. I knew I could do better.
I plotted the results and saw an obvious exponential or quadratic decline in the amount of gas used as the average temperature increased. So, I thought I would take the quadratic version of my earlier regression. This improved the results significantly. I was pretty happy with the results, but I thought I would try my favorite model, random forests, real quick. The random forest model performed about the same as the quadratic (see chart below), but it reduced interpretability for my brother so I dropped it.
Now that I was firmly happy with the results I sent some screen shots of the charts to my brother and a simple equation he could use to calculate the predicted gas usage each month.
$$gas = {293.41-7.64839*AvgTemp+0.05228*(AvgTemp)^2}.$$About 1.5 years later I randomly remembered I did all this as I stared at a thermostat. I had never known if my brother had used the model or what even happened to it. I quickly went back to find that Google Sheet he originally sent me. Not only was it still there but my brother had continued to add to it every month! So I could actually see how my model had stood up to the rest of 2018 and early 2019. You can see each of my models predictions compared to the actual amount of gas used. For the most part it did pretty well! The Mean Abs. Error was ~12, but the Median was 5.7. You can see that there were two months in winter 2019 that had unprecedentedly high usage which threw things off. The mean error in cost predicted was about $10.50 with a median of about $6.50 error. Not too bad!
One feature I did not test is "Previous Month usage". I could reformat the data so there is a feature giving the usage of the previous month. This may be an interesting way to predict an anomalous month coming. In fact, if he were actually using the model it is how he would have to predict the next month since he would not be able to input the average temp of the month until the month is over. If his bill comes much later then that could be useful, but it would be more interesting if we could make an earlier prediction.
Also, including more information in temperature such as average low and average high rather than a total average would possibly improve the accuracy.


| Home | Trees | Indices | Help |
|
|---|
|
|
CSB is a high-level, object-oriented library used to solve problems in the field of Computational Structural Biology.
The library is composed of a set of highly branched python packages (namespaces). Some of the packages are meant to be directly used by the clients (core library), while others are utility modules and take part in the development of the library:
The core library is roughly composed of:
Perhaps one of the most frequently used parts of the library is the csb.bio.structure module, which provides the Structure, Chain, Residue and Atom objects. You could easily build a Structure from scratch, but a far more common scenario is parsing a structure from a PDB file using one of the AbstractStructureParsers. All bio IO objects, including the StructureParser factory, are defined in csb.bio.io and sub-packages:
>>> from csb.bio.io.wwpdb import StructureParser >>> p = StructureParser("/some/file/pdb1x80.ent") >>> s = p.parse_structure() >>> print(s) <Structure: 1x80, 2 chains>
The last statement will return a csb.bio.structure.Structure instance, which is a composite hierarchical object:
>>> for chain_id in s.chains: chain = s.chains[chain_id] for residue in chain.residues: for atom_id in residue.atoms: atom = residue.atoms[atom_id] print(atom.vector)
Some of the inner objects in this hierarchy behave just like dictionaries (but are not):
>>> s.chains['A'] # access chain A by ID <Chain A: Protein> >>> s['A'] # the same <Chain A: Protein>
Others behave like collections:
>>> chain.residues[10] # 1-based access to the residues in the chain <ProteinResidue [10]: PRO 10> >>> chain[10] # 0-based, list-like access <ProteinResidue [11]: GLY 11>
But all entities are iterable because they inherit the
items
iterator from AbstractEntity. The above loop can be shortened:
>>> for chain in s.items: for residue in chain.items: for atom in residue.items: print(atom.vector)
or even more:
>>> from csb.bio.structure import Atom >>> for atom in s.components(klass=Atom): print(atom.vector)
You may also be interested in extracting a sub-chain from this structure:
>>> s.chains['B'].subregion(3, 20) # from positions 3 to 20, inclusive <Chain B: Protein>
or modifying it in some way, for example, in order to append a new residue, try:
>>> from csb.bio.structure import ProteinResidue >>> from csb.bio.sequence import ProteinAlphabet >>> residue = ProteinResidue(401, ProteinAlphabet.ALA) >>> s.chains['A'].residues.append(residue)
Finally, you would probably want to save your structure back to a PDB file:
>>> s.to_pdb('/some/file/name.pdb')
If you want to dive into statistics, you could peek inside csb.statistics and its sub-packages. For example, csb.statistics.pdf contains a collection of probability density objects, like Gaussian or Gamma.
But chances are you would first like to try reading some files, so you could start exploring csb.bio.io right now. As we have already seen, csb.bio.io.wwpdb provides PDB Structure parsers, for example csb.bio.io.wwpdb.RegularStructureParser and csb.bio.io.wwpdb.LegacyStructureParser.
csb.bio.io.fasta is all about reading FASTA Sequences and SequenceAlignments. Be sure to check out csb.bio.io.fasta.SequenceParser, csb.bio.io.fasta.SequenceAlignmentReader and csb.bio.io.fasta.StructureAlignmentFactory.
If you are working with HHpred (ProfileHMMs, HHpredHits), then csb.bio.io.hhpred is for you. This package provides csb.bio.io.hhpred.HHProfileParser and csb.bio.io.hhpred.HHOutputParser, which are used to read *.hhm and *.hhr files.
Finally, if you want to make some nice plots with matplotlib, you may like the clean object-oriented interface of our Chart. See csb.io.plots and maybe also csb.io.tsv to get started.
When contributing code to CSB, please take into account the following:
CSB is open source and distributed under OSI-approved MIT license:
Copyright (c) 2012 Michael Habeck Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.  IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
Version: 1.2.5.d7fd331
| Submodules | |
|
| Classes | |
|
Version CSB version number. |
| Variables | |
__package__ = None hash(x) |
| Home | Trees | Indices | Help |
|
|---|
| Generated by Epydoc 3.0.1 on Tue Jul 4 20:19:03 2017 | http://epydoc.sourceforge.net |


|
Multimodal Dataset Creation
|
class MainWindow More...
Public Member Functions | |
| def | __init__ (self, parent=None) |
| def | startWelcomeWindow (self) |
| function startWelcomeWindow Function that shows the welcome window More... | |
| def | startConfigurationTutorialWindow (self) |
| function startConfigurationTutorialWindow Function that shows the configuration tutorial window More... | |
| def | configurationTutorialSecondPart (self) |
| function configurationTutorialSecondPart Function that shows the second part of the configuration tutorial More... | |
| def | configurationTutorialThirdPart (self) |
| function configurationTutorialThirdPart Function that shows the third part of the configuration tutorial More... | |
| def | startRecordingTutorialWindow (self) |
| function startRecordingTutorialWindow Function that shows the recording tutorial window More... | |
| def | startConfigurationWindow (self) |
| function startConfigurationWindow Function that shows the configuration window More... | |
| def | selectCasualSequence (self) |
| function selectCasualSequence Management of the mutual exclusion between choosing a random sequence or a predefined one More... | |
| def | goToRecording (self) |
| function goToRecording Function that shows the recording window More... | |
| def | savePersonalInfo (self) |
| function savePersonalInfo Function that save the personal informations temporarily before saving them into a file More... | |
| def | askGestureSequence (self) |
| askGestureSequence method Makes a request to the service to get the random gesture sequence More... | |
| def | recordingInit (self) |
| function recordingInit Function called when the Play button is clicked to start the countdown before the recording starts More... | |
| def | showCountdown (self) |
| function showCountdown Function that shows the countdown on the recording window More... | |
| def | sensorsInit (self) |
| function sensorsInit Function that publishes the correct start commands More... | |
| def | createRecordingFolder (self) |
| function createRecordingFolder Function that creates the current recording folder More... | |
| def | stopRecording (self) |
| function stopRecording Function that is called when the user presses the Stop button to halt the recording before the predefined time More... | |
| def | feedbackInit (self) |
| function feedbackInit Function that initializes the parameters needed for the feedback More... | |
| def | recordingFeedback (self) |
| function recordingFeedback Function that deals with updating the current time and eventually calling the updateImage function More... | |
| def | updateImage (self, gesturePosition) |
| function updateImage Function that updates the image to be shown to the user More... | |
Public Attributes | |
| kinectPublisher | |
| Create three topics in order to communicate the start/stop command to the sensors. | |
| smartwatchPublisher | |
| mocapPublisher | |
| totalTime | |
| Variable to store the total recording time in seconds. More... | |
| recordingDirectory | |
| Directory where all the current recording related files will be saved. | |
| workingDirectory | |
| Retrieve the main folder. | |
| parentDirectory | |
| completeGestureSequence | |
| List to store the gesture sequence to be performed. More... | |
| welcome_Window | |
| welcome_Widget | |
| configurationTutorial_Window | |
| configurationTutorial_Widget | |
| firstTutorialDirectory | |
| Show the first tutorial image. | |
| secondTutorialDirectory | |
| Change the informative text. More... | |
| thirdTutorialDirectory | |
| Change the informative text. More... | |
| recordingTutorial_Window | |
| recordingTutorial_Widget | |
| configuration_Window | |
| configuration_Widget | |
| useKinect | |
| Store temporarily the personal informations in a list. More... | |
| useSmartwatch | |
| useMOCAP | |
| firstGesture | |
| Obtain the sequence from the combo boxes and create a list of integers. | |
| secondGesture | |
| thirdGesture | |
| fourthGesture | |
| fifthGesture | |
| recording_Window | |
| Initialize recording window. | |
| recording_Widget | |
| countdownCounter | |
| Setting the GoBack button to go back to the configuration window if clicked. More... | |
| stopSignal | |
| Variable needed to notify when the Stop button is clicked in order to stop the recording. More... | |
| helloDirectory | |
| Set the total time label value. More... | |
| info_Tuple | |
| personal_Info | |
| gesture_sequence_client | |
| Parse the user input. More... | |
| personalInfoFilepath | |
| Change the Play button into the Stop button and set it as disabled. More... | |
| pinfoFile | |
| lines | |
| countdownTimer | |
| Create the timer which allows to show the countdown. | |
| gesture_bag | |
| Clear the countdown labels. More... | |
| now | |
| Build up the folder path such that we can't get dupes. | |
| folderName | |
| currentTime | |
| Increment the current time by 1 (second) | |
| currentMinutes | |
| Compute the minutes and seconds elapsed. | |
| currentSeconds | |
| feedbackTimer | |
| Initialize the timer. | |
| currentGesture | |
| Obtain which gesture in the sequence we have to show. More... | |
| picturesDirectory | |
| Obtain the paths of the images. | |
| drinkingDirectory | |
| pouringDirectory | |
| sittingDownDirectory | |
| standingUpDirectory | |
| walkingDirectory | |
class MainWindow
| def GUI_node.MainWindow.askGestureSequence | ( | self | ) |
askGestureSequence method Makes a request to the service to get the random gesture sequence
| self | The object pointer |
| def GUI_node.MainWindow.configurationTutorialSecondPart | ( | self | ) |
function configurationTutorialSecondPart Function that shows the second part of the configuration tutorial
| self | The object pointer |
| def GUI_node.MainWindow.configurationTutorialThirdPart | ( | self | ) |
function configurationTutorialThirdPart Function that shows the third part of the configuration tutorial
| self | The object pointer |
| def GUI_node.MainWindow.createRecordingFolder | ( | self | ) |
function createRecordingFolder Function that creates the current recording folder
| self | The object pointer |
| def GUI_node.MainWindow.feedbackInit | ( | self | ) |
function feedbackInit Function that initializes the parameters needed for the feedback
| self | The object pointer |
| def GUI_node.MainWindow.goToRecording | ( | self | ) |
function goToRecording Function that shows the recording window
| self | The object pointer |
| def GUI_node.MainWindow.recordingFeedback | ( | self | ) |
function recordingFeedback Function that deals with updating the current time and eventually calling the updateImage function
| self | The object pointer |
| def GUI_node.MainWindow.recordingInit | ( | self | ) |
function recordingInit Function called when the Play button is clicked to start the countdown before the recording starts
| self | The object pointer |
| def GUI_node.MainWindow.savePersonalInfo | ( | self | ) |
function savePersonalInfo Function that save the personal informations temporarily before saving them into a file
| self | The object pointer. |
| def GUI_node.MainWindow.selectCasualSequence | ( | self | ) |
function selectCasualSequence Management of the mutual exclusion between choosing a random sequence or a predefined one
| self | The object pointer. |
| def GUI_node.MainWindow.sensorsInit | ( | self | ) |
function sensorsInit Function that publishes the correct start commands
| self | The object pointer |
| def GUI_node.MainWindow.showCountdown | ( | self | ) |
function showCountdown Function that shows the countdown on the recording window
| self | The object pointer |
| def GUI_node.MainWindow.startConfigurationTutorialWindow | ( | self | ) |
function startConfigurationTutorialWindow Function that shows the configuration tutorial window
| self | The object pointer |
| def GUI_node.MainWindow.startConfigurationWindow | ( | self | ) |
function startConfigurationWindow Function that shows the configuration window
| self | The object pointer |
| def GUI_node.MainWindow.startRecordingTutorialWindow | ( | self | ) |
function startRecordingTutorialWindow Function that shows the recording tutorial window
| self | The object pointer |
| def GUI_node.MainWindow.startWelcomeWindow | ( | self | ) |
function startWelcomeWindow Function that shows the welcome window
| self | The object pointer |
| def GUI_node.MainWindow.stopRecording | ( | self | ) |
function stopRecording Function that is called when the user presses the Stop button to halt the recording before the predefined time
| self | The object pointer |
| def GUI_node.MainWindow.updateImage | ( | self, | |
| gesturePosition | |||
| ) |
function updateImage Function that updates the image to be shown to the user
| self | The object pointer |
| gesturePosition | The position in the array of the gesture whose image must be shown |
| GUI_node.MainWindow.completeGestureSequence |
List to store the gesture sequence to be performed.
If the user has set one or more combo boxes to "None" we have to remove all the instances of 5 from the list.
If the user wants a casual sequence, call the service.
If the user has set all combo boxes to "None" the program uses a default sequence containing only one gesture
| GUI_node.MainWindow.countdownCounter |
Setting the GoBack button to go back to the configuration window if clicked.
When the Play button is pressed the recording is initialized Counter used for the countdown
| GUI_node.MainWindow.currentGesture |
Obtain which gesture in the sequence we have to show.
Show the corresponding image.
| GUI_node.MainWindow.gesture_bag |
Clear the countdown labels.
If all the sensor check boxes are unchecked use as default sensor the Kinect Publish the start command for the kinect Publish the start commmands onto the correct topics Publish the start command for the kinect Publish the start command for the smartwatch Publish the start command for the MOCAP Store the gesture sequence in a rosbag for the segmentation
| GUI_node.MainWindow.gesture_sequence_client |
Parse the user input.
If the user didn't use a number as input we simply call the service with "0".
| GUI_node.MainWindow.helloDirectory |
Set the total time label value.
Set a welcoming image
| GUI_node.MainWindow.personalInfoFilepath |
Change the Play button into the Stop button and set it as disabled.
Disable the GoBack button Create the recording folder Create and fill in the personal informations file
| GUI_node.MainWindow.secondTutorialDirectory |
Change the informative text.
Change the related image
| GUI_node.MainWindow.stopSignal |
Variable needed to notify when the Stop button is clicked in order to stop the recording.
Set the stopSignal to true to stop the recordingFeedback function.
| GUI_node.MainWindow.thirdTutorialDirectory |
Change the informative text.
Change the related image
| GUI_node.MainWindow.totalTime |
Variable to store the total recording time in seconds.
Compute the total recording time (we assume that every gesture will be performed for 30 seconds)
| GUI_node.MainWindow.useKinect |
Store temporarily the personal informations in a list.
Save the sensors check boxes values for further use


--- layout: archive title: Zulip Chat Archive permalink: /stream/113488-general/topic/3.2E4.2E1.html ---
I've updated the super
, mini_crush
, and smt2_interface
packages to use Lean 3.4.1 via elan and pushed a lean-3.4.1
branch for each of them
Sebastian thank you for doing all this tedious infrastructure work. Things are really getting good now and hopefully things will be relatively stable really soon, with people sticking to 3.4.1.
One of my students last year said "this is all a bit beta isn't it" -- but this really might change in the near future. It would be interesting to see how easily we can make everything work in 3.4.1.
Could we even dream of a one-click install for Lean 3.4.1 + mathlib on Windows?
... + elan + git + vscode + ... ?
I'm not sure a generic mathematics undergraduate needs all that extra stuff
in fact that's exactly the problem
I have been installing git and msys2 on undergraduate's laptops
but in the future I don't think these will be necessary, we just stick with 3.4.1.
Mathlib 3.3.0 is so primitive in comparison.
No complex numbers and no norm_num and no ring tactic
all of which are essential tools for mathematicians
Remember though that unlike lean 3, mathlib has no plans to stop at 3.4.1, so if you try to park yourself at the mathlib 3.4.1 tag then you will be missing stuff in a month
True, but Kevin's point is that Lean should now be stable. So there is only 1 moving target.
@Mario Carneiro If you're not planning to fork Lean, you should really do development on a lean-3.4.1
branch. This is how leanpkg
is supposed to be used. If you don't want to bother with keeping the master branch in sync, just delete it.
lean.js 3.4.1 is now live at https://leanprover.github.io/live/latest/
@Sebastian Ullrich Wunderbar! Thanks for all your efforts.
lean.js 3.4.1 is now live at https://leanprover.github.io/live/latest/
...and you have mathlib there too? Which version of mathlib?
I was sitting here like a lemon waiting to be told that there was a version of mathlib which compiled against 3.4.1...
The leanpkg.toml
says lean_version = "nightly-2018-04-20"
Are they the same? [modulo changes in docs etc]?
Why is the 3.4.1 build marked as failing for linux in the README?
mathlib head should compile with 3.4.1 since nothing really changed, but updating is a bit of administrative work that I haven't got around to yet
@Mario Carneiro what is the situation here? I would like to tell the CoCalc people to install some version of mathlib (so we can have multiplayer lean), and I would like to tell my students to install some version of mathlib, and it would be easiest for me if I could point them to something called "3.4.1 stable", or some sort of release version of mathlib, rather than just pointing them to mathlib HEAD or some random commit. Of course, if you would rather leave things as they are for a while then I will just point them to a random commit (perhaps first asking you whether there are any mathlib commits which should be avoided for some reason).
Sorry, I'm wrapping up my finals over here and haven't had time for mathlib. It is on top of my lean priorities.
Oh thanks for the update! Of course if you have proper academic stuff to do this comes first. I am happy to wait. I just didn't know where we were and part of me is desperate to see what CoCalc can do :-)
Don't we still need to come up with some answer to https://leanprover.zulipchat.com/#narrow/stream/113488-general/subject/CoCalc/near/126068881 ?
I really have no idea what a CoCalc interface to Lean could look like
There are several questions and my impression is that all of them are being worked on.
William Stein has been thinking about interfaces, but I am using the fact that we haven't got mathlib installed on CoCalc yet as an excuse to think about other things :-)
Actually I have no idea how CoCalc works. Will it use normal Lean running on a server or the JavaScript version?
normal lean running on a server. That's why it's interesting
I'm mainly interested by the fact that we can collaborate
Ok, so we could have something like https://stackblitz.com/
Really getting close to using VScode locally
interesting
@Patrick Massot That looks really cool!
@William Stein Do you know about stackblitz.com? If not, it might serve as some inspiration for a Lean IDE for CoCalc. But I don't know how hard it would be to get the collaborative features working with it. (And collaboration is awesome!)
{% endraw %}Last updated: Apr 24 2020 at 19:02 UTC


{% extends "base.html" %} {% load sked_tags repl %} {% load bootstrap_toolkit %} {% block bodyattrs %}{{block.super}} class="registration"{% endblock %} {% block content %}
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| Ticket Type | {% if registration_is_open %}Sales End | {% endif %}Price | {% if registration_is_open %}Quantity | {% endif %}
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An analogy describing the differences between HTML and CSS could be. House. Html is like the bare bones of the house, empty. Then css comes along and we can call the css an interior designer even. They come in and make our house/HTML look amazing.
Control Flow is the order in which code is run. An example would be drawing a picture. First you need to grab your book/paper, then your pen and then you can start drawing. You would not be able to start/execute your drawing without a pen or a paper. This is what makes control flow important
Loops are a conditional statement that runs a piece of code over and over again until the condition is false. An example would be drinking coffee. You will 'take sip of coffee' for as long as the coffee cup has coffee in it (coffee > empty) take sip,you will repeat take sip until coffee is equal to empty you will stop taking sips.
 A function is executed when "something" invokes it. Functions are awesome because it allows us to reuse code. Define the code once and use it as many times as you want. You can also use the same functions but with different arguments, this produces different results. This is great because it saves you a lot of time and also makes your code look cleaner.
An array is a single variable that contains multiple values and is used to store different elements. For example var cars = ['Nissan', 'Toyota', 5];. As you can see the values do not have to be of the same type.When accessing an array you do so by referring to the index number of that array. Example, var name = cars[1]; would equal Toyota. (note [0] is the first element. [1] is the second.).
An object is a collection of properties, and property is an association between a name (or key) and a value. An example of an object is a plate. A plate is an object, with properties. A plate has a colour, shape, weight and material, etc. The same way Javascript objects have properties which define their characteristics. var plate {colour: 'red' shape: 'circle' weight: 3kg } is an example of an object. When accessing an value from an object it is different than accessing a value from an array. For an object we use objectName.key (plate.colour = red).
The DOM, DOM stands for Document Object Module. The DOM is the glue that ties HTML, CSS & Javascript together. The DOM allows us to edit and manipulate both HTML and CSS through Javascript alone. When the browser takes your document, it converts all your HTML attributes and their values into Nodes/objects. With these turned into objects it allows us to edit and manipulate our HTML via Javascript. For example you using .js file to manipulate html you can use document.getElementById('id') = x. This would change that html attribute through javascript only, you don't have to actually go into the html file at all.


Wraps a board location
More...
◆ BoardSquare()
| AllPawnsMustDie.BoardSquare.BoardSquare |
( |
PieceFile |
file, |
|
|
int |
rank |
|
) |
| |
Save the file, rank for the location
- Parameters
-
◆ Equals()
| override bool AllPawnsMustDie.BoardSquare.Equals |
( |
System.Object |
obj | ) |
|
Override for equality tests
- Parameters
-
- Returns
- true if obj is the same as this instance
◆ GetHashCode()
| override int AllPawnsMustDie.BoardSquare.GetHashCode |
( |
| ) |
|
Override for equality tests
- Returns
- hashcode for the object
◆ IsValid()
| static bool AllPawnsMustDie.BoardSquare.IsValid |
( |
int |
file, |
|
|
int |
rank |
|
) |
| |
|
static |
Checks if a square is valid. You cannot instantiate an invalid PieceFile object, so passing that form is meaningless, though the rank could be bad
- Parameters
-
- Returns
- true if the square is valid (located on the board)
◆ operator!=()
Override for equality tests
- Parameters
-
- Returns
- True if the values of Object1 and Object2 are NOT the same
◆ operator==()
Override for equality tests
- Parameters
-
- Returns
- true if the value of object1 and object2 are the same
◆ ToString()
| override string AllPawnsMustDie.BoardSquare.ToString |
( |
| ) |
|
returns san string for square e.g. "e2"
- Returns
◆ File
Returns the File for the square
◆ Rank
| int AllPawnsMustDie.BoardSquare.Rank |
|
get |
Returns the Rank for the square
The documentation for this struct was generated from the following file:
- AllPawnsMustDie/core/ChessTypes.cs


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Axios is rich-feature HTTP client that is widely used in
dozens of applications. That's why Nest wraps this package and exposes it by default as a built-in HttpModule
.
The HttpModule
exports HttpService
that simply exposes axios-based methods to perform HTTP
request, but also, transforms return types into Observables
.
In order to use a HttpService
, we need to import HttpModule
.
{{ httpModule }}
Hint TheHttpModule
is exposed from@nestjs/common
package.
Then, you can inject HttpService
. This class is easily accessible from @nestjs/common
package.
{{ httpService }}
{{ httpServiceJs }}
All methods return AxiosResponse
wrapped with Observable
object.
 Read more about them here. To configure underlying library instance, use register()
method of HttpModule
.
{{ configuration }}
All these properties will be passed down to the axios constructor.


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DMDc¶
Derived module from dmdbase.py for dmd with control.
Reference: - Proctor, J.L., Brunton, S.L. and Kutz, J.N., 2016. Dynamic mode decomposition with control. SIAM Journal on Applied Dynamical Systems, 15(1), pp.142-161.
DMDc.atilde |
Get the reduced Koopman operator A, called A tilde. |
DMDc.B |
Get the operator B. |
DMDc.basis |
Get the basis used to reduce the linear operator to the low dimensional space. |
DMDc.dmd_timesteps |
Get the timesteps of the reconstructed states. |
DMDc.dynamics |
Get the time evolution of each mode. |
DMDc.eigs |
Get the eigenvalues of A tilde. |
DMDc.fit (X, I[, B]) |
Compute the Dynamic Modes Decomposition with control given the original snapshots and the control input data. |
DMDc.modes |
Get the matrix containing the DMD modes, stored by column. |
DMDc.original_timesteps |
Get the timesteps of the original snapshot. |
DMDc.plot_eigs ([show_axes, ...]) |
Plot the eigenvalues. |
DMDc.plot_modes_2D ([index_mode, filename, ...]) |
Plot the DMD Modes. |
DMDc.plot_snapshots_2D ([index_snap, ...]) |
Plot the snapshots. |
DMDc.reconstructed_data ([control_input]) |
Return the reconstructed data, computed using the control_input argument. |
DMDc.snapshots |
Get the original input data. |
DMDc._fit_B_known (X, Y, B) |
Private method that performs the dynamic mode decomposition algorithm with control when the matrix B is provided. |
DMDc._fit_B_unknown (X, Y) |
Private method that performs the dynamic mode decomposition algorithm with control when the matrix B is not provided. |
-
class
DMDc
(svd_rank=0, tlsq_rank=0, opt=False)[source] Bases:
pydmd.dmdbase.DMDBase
Dynamic Mode Decomposition with control. This version does not allow to manipulate the temporal window within the system is reconstructed.
Parameters: - svd_rank (int or float) – the rank for the truncation; If 0, the method computes the optimal rank and uses it for truncation; if positive interger, the method uses the argument for the truncation; if float between 0 and 1, the rank is the number of the biggest singular values that are needed to reach the ‘energy’ specified by svd_rank; if -1, the method does not compute truncation.
- tlsq_rank (int) – rank truncation computing Total Least Square. Default is 0, that means no truncation.
- opt (bool) – flag to compute optimal amplitudes. See
DMDBase
. Default is False.
-
B
Get the operator B.
Returns: the operator B. Return type: numpy.ndarray
-
_fit_B_known
(X, Y, B)[source] Private method that performs the dynamic mode decomposition algorithm with control when the matrix B is provided.
Parameters: - X (numpy.ndarray) – the first matrix of original snapshots.
- Y (numpy.ndarray) – the second matrix of original snapshots.
- I (numpy.ndarray) – the input control matrix.
- B (numpy.ndarray) – the matrib B.
-
_fit_B_unknown
(X, Y)[source] Private method that performs the dynamic mode decomposition algorithm with control when the matrix B is not provided.
Parameters: - X (numpy.ndarray) – the first matrix of original snapshots.
- Y (numpy.ndarray) – the second matrix of original snapshots.
- I (numpy.ndarray) – the input control matrix.
-
basis
Get the basis used to reduce the linear operator to the low dimensional space.
Returns: the matrix which columns are the basis vectors. Return type: numpy.ndarray
-
fit
(X, I, B=None)[source] Compute the Dynamic Modes Decomposition with control given the original snapshots and the control input data. The matrix B that controls how the control input influences the system evolution can be provided by the user; otherwise, it is computed by the algorithm.
Parameters: - X (numpy.ndarray or iterable) – the input snapshots.
- I (numpy.ndarray or iterable) – the control input.
- B (numpy.ndarray) –
-
reconstructed_data
(control_input=None)[source] Return the reconstructed data, computed using the control_input argument. If the control_input is not passed, the original input (in the fit method) is used. The input dimension has to be consistent with the dynamics.
Parameters: control_input (numpy.ndarray) – the input control matrix. Returns: the matrix that contains the reconstructed snapshots. Return type: numpy.ndarray