An Introduction To Statistical Learning With Applications Novels & Stories

Since childhood, Astin Kier Hernandez has loved Laura Miller. But it was a one-sided love. Laura never had feelings for him. Still, he didn’t give up; he guarded her closely all through college. Out of gratitude to his family, Laura agreed when he proposed in front of their parents. He knew she wouldn’t refuse because of gratitude to their family. He thought he was the happiest man that day. He was wrong. Laura admitted she already had a boyfriend, Gael. But Astin didn’t allow the wedding plans to be canceled. Learning this, he rushed to set the wedding date. On their wedding day, Laura didn’t show up, and that was his first heartbreak. One-sided love is torture. For months, he disappeared from everyone’s radar, leaving behind his comfortable life. To forget, he joined the military, spending four years in training. After that, his team was deployed abroad on their first mission, which lasted longer than expected. Eight years is a long time, so he returned to the Philippines. He and Laura crossed paths once again. But he was no longer the Astin who was hopelessly in love with her. How many women had he left heartbroken whenever he was reassigned to a different place? But how could he now avoid the woman who did nothing but apologise and try to win him over every day? And how long could she endure his cold treatment?

In the coastal quiet of Baler, a studio is born—not of architecture, but of intention.* Founded by Yam, a poet whose words cradle pain gently, and Franc, an artist who paints tenderness into walls, the studio becomes a refuge for those learning to stay—with grief, love, longing, and themselves. As visitors arrive, they leave behind more than footprints: a sigh recorded in bamboo, a poem tucked into the “Found Letters” shelf, a mural painted in crooked lines. Through zines, tea, silence, and sketchbooks, the studio teaches softness as revolution. Ren creates the *Window of Soft Returns*, an installation of anonymous voice recordings—each whisper forming a community of echoes. Drew builds the *Staircase With No Wrong Turns*, inviting people to walk through emotions without shame. Franc offers brushstrokes as brave work, and Yam curates writing circles that map healing in half sentences. Together, they host festivals that feel like hugs, and they begin traveling their archive, letting softness cross oceans. Even those who once left—like Miguel—return, discovering that some doors never truly close. Others, like Tala, capture the studio’s sound and turn it into a podcast of breath and becoming. Over seventy chapters, the studio transforms into something larger than itself: a mural of memory, a sanctuary for second chances, a place where return is sacred and voice is proof of survival. In the final bloom, the studio stands not as a monument—but as a reminder: > *“Staying isn’t easy. > But chosen together, > it becomes home.”*

Three years ago, Elara Vance had a passionate whirlwind romance with Julian Sterling, a man she didn't know was the heir to a global empire. When she discovered his true identity and heard his cold views on family and "accidents," she realized she couldn't tell him she was pregnant. She vanished without a trace, moving to a small town to raise her son, Leo, alone. Now, Elara’s son needs an expensive surgery, and her only choice is to return to the city and take a high-paying job as an executive assistant. On her first day, she walks into the office and comes face-to-face with her new boss: Julian Sterling. Julian is bitter and demanding, convinced Elara left him for money. He vows to make her life difficult as "revenge" for leaving him, but the old chemistry between them is still explosive. The secret shatters when Julian shows up at Elara’s apartment unannounced and sees Leo—a boy who is the spitting image of himself. Furious at the deception, Julian sues for custody, leading to a "fake engagement" or a forced marriage to keep the child’s legitimacy intact for the Sterling shareholders. Through the forced proximity of living together, Julian discovers the true reason Elara fled, and Elara realizes that Julian has changed. They must protect Leo from Julian's corporate rivals while learning to trust each other again.

My father had always been against my marriage to Ryan Kane, a vampire of noble birth. He believed that as a human, I had no place in the vampire world. He warned me that if Ryan ever changed his mind, without his protection, my half-blood child and I would be nothing more than walking blood bags in the eyes of vampires. But I believed in Ryan—and in our love. My husband had always been gentle and attentive. He had even defied everyone to make me, a human, his vampire bride. That was before Ryan's human ex-fiancée had her engagement called off and returned to the country seeking his help. I went to the hospital alone. While I was learning that my pregnancy was high-risk, Ryan was there attending her prenatal checkup, even introducing her to the doctor as his wife. All he had for me was one cold line: "Keep pushing me and I'll file for divorce." I pressed my hand against my stomach and dialed a number I hadn't called in years. "Dad, you were right... I want a divorce." Two weeks. That was all it would take for me to disappear from his life completely. But later—that same vampire who had discarded me like I was nothing showed up at my wedding to another man, trembling all over, calling my name in a broken voice.

I saved his life... and he destroyed mine. Charlie was Elara's first love ever since childhood, but he never looked at her with love. She pulled him back from the edge of the death, but all he believed that it was her younger sister, Lily, who saved him and from that moment, his heart belonged to her and, Elara was a mere substitute in her own story. An accident left Lily paralyzed... and Elara became the villain in everyone's story. Ever since, Charlie looked her with hatred. One day, Lily vanished in thin air with no traces, and Elara had to carry all the blame. But the nightmare had just begun. Months later, a drunken Charlie mistook her for her younger sister.... and forced her into a marriage built on resentment and revenge. She became his wife, but only in name --- trapped in a cold, merciless life where love was replaced with cruelty. When things started getting better, Lily returned claiming him back, and Charlie had never move on. So, Elara decided to walk away with nothing but divorce papers and a secret growing inside her. She rebuilt herself from the ashes of her broken past, growing stronger into a Phoenix, untouchable with time... until one day Charlie realized the truth. Too late for seeing her again. Too late for learning who actually saved him. And Too late... he fell in love.

Hypatos My life has always belonged to House Ares. Every battle, every scar, even the arm I lost, was given in its name. Loyalty forged me into a weapon, and I never questioned it… until I loved the one woman I could never claim. Losing her left me hollow, a man shaped by duty and nothing more. Then Saea steps into my world, sharp-tongued and fearless, seeing through every wall I’ve built. She doesn’t belong in my world, and I shouldn’t want her. But for the first time, I do. Even if choosing her means betraying everything I’ve ever sworn to protect. Saea I’ve always known my place, pouring drinks in an Olympian tavern where warriors and gods look right through me. Men like Hypatos don’t see women like me, even when I’ve been quietly watching, quietly caring, learning the weight of his grief from a distance. Wanting him is reckless. Believing he could ever want me back is worse. But when fate pulls us into the same fight, something changes. For the first time, I’m not invisible to him. For the first time, I dare to want more. A future where we stand as equals… if Olympus doesn’t destroy us first.

My boyfriend has always doted on me. However, after learning that I can't go to work at the bank after falling and injuring myself, he snaps at me. "Why didn't you tell me you switched shifts with someone else? That was a cheap move!" I don't refute him. Instead, I pull out a hospitalization record as I watch the bank descend into chaos. In my past life, I attended to a couple who wanted to deposit five million dollars into their account. Their child had been diagnosed with a rare illness. They'd gotten the money by selling their organs and mortgaging the home—it was to save their child's life and pay for the surgery the following day. However, the money was stolen the following day. I helped them check where the money was withdrawn, but the surveillance footage showed I was the one who did it. My best friend wept when the couple questioned me. "You shouldn't have stolen the money someone needed to save a life, no matter how materialistic and covetous you are!" My boyfriend hurried over and said, "I wondered why you suddenly had money to buy a car—you stole it! You're heartless!" The child died after failing to receive treatment in time, and the couple stabbed me to death on the streets out of devastation. When I open my eyes again, I think injuring myself will help me escape this. To my surprise, the surveillance cameras once again capture me stealing the money.

"I, Jake Ferrel, the Alpha King's only son and the future leader of this pack, am rejecting you, Nora Preston, as my future Luna and mate." "You better get lost, you hear me? Don't you dare bring shame to our people." "Look at yourself, you're just an ugly cow. You ain't never gonna find a mate like me. Now get the hell outta here and stop burdening our pack." Nora’s life took a wild turn from mistreatment in her pack. Her sister Maria had it all, leaving Nora in the shadows. Things got crazier when Nora found out Jake, the Alpha’s son and her crush was her mate. Excited she told him only to find him cheating with her sister. Jake rejected her, saying she wasn’t good enough to be his future Luna. Heartbroken, Nora wandered into the woods, saw weird things and ended up with a stranger, thinking it was a dream. But surprise! The Moon Goddess gave Nora a second chance mate: Michael a strong and caring Alpha from Nexton Pack. Nora disappeared before learning his name. Weeks later, Nora discovered she was pregnant. Now, she wonders if fate will bring her and Alpha Michael together. Unknown to her, Michael’s under a curse from the Moon Goddess and only Nora’s love and their son might be able to break the curse. Can her love free Michael and his pack from the Moon Goddess’s curse?

Alsie Jones is a homicide detective in the human world. Alsie Neferet is a 24-year-old member of the Far-Side Moon Pack. Alsie is a human-wolf hybrid, or so she has been told her entire life. The Far-Side Moon Pack is the largest, most powerful, pack on the West Coast and it is undergoing a leadership transition, with the 24-year-old Sandolf Triplets preparing to become the new Alphas. However, their father, current Alpha, Kordell, will not step down until the triplets find their Luna. Osiris, Evander, and Andrew know who their mate is. When they decide to discuss the matter with their father, they encounter a deity named Wepwawet who gives them a warning: "Keep Alsie safe, or I will bring ruin to your family and pack." The triplets must ensure Alsie's safety, navigate interactions with the Sheriff's Office, investigate a pack member's murder, and locate an ancient artifact on neutral ground, all before their 25th birthday. While also learning that their story and history isn’t entirely accurate. Alsie is destined to become one of the most powerful beings of the Underworld on the planet, if she can stay alive. Alsie and the Sandolf triplets must join forces with other beings of the supernatural, the underworld, and humans alike to accomplish and fulfill the prophecy of King Sekhemkhet and keep centuries old bloodlines alive. On this journey Alsie and the triplets will come across witches, warlocks, vampires, werefoxes, and a species that was thought to be a myth, the werecats descendants and guardians of Ra. All the while Alsie is still holding on to her job in the human world, as a detective. The more she investigates the death of their pack member the closer she gets to the ultimate enemy Fenrir the evil monstrous wolf of Ragnarok.

"If you offend Alpha Carlen, Luna Irene might plead for you. But if you cross Luna Irene, there won't even be a scrap of you left." That's a widely circulated saying in the werewolf upper circles. I'm Irene Chandler. Because of one game, I've decided to dissolve the mate bond with Carlen Alvarado. During the game, he says drunkenly, "I love resting my head on the belly of an expecting she-wolf and listening to the pup's heartbeat." The room falls silent. Every werewolf turns to look at me. There's no surprise in their eyes. What I see is their pity for me, the rightful Luna, and a flicker of panic that their secret has been exposed. At that moment, I understood everything. They all know Carlen has a pup with another woman. They've been helping him hide it from me. That's because they know I'm Carlen's everything. I'll leave him if I ever find out. And if I leave, he'll lose his mind. I have to admit that they know me well. After learning the truth, I plan to do three things. First, I toss the wedding ring Carlen designed for me into the furnace. Second, I save the video of Lily Chalvez flaunting her pregnancy to provoke me onto a flash drive. Third, I submit documents to the Pack Affairs Department, applying to become a researcher on the isolated Icebound Island. The day I leave the pack happens to be our seventh wedding anniversary. I'll vanish from his life like a wisp of smoke.