Elements To Statistical Learning

WARNING ‼️ This book delves into mature and explicit themes, including graphic sexual content, taboo relationships such as forbidden affairs and sibling rivalry-fueled obsession. The characters aren't all perfect and sunshine! Tread carefully if these elements unsettle you, reader discretion is strongly advised. (18+) **** I’ve craved Soren my entire fucking life. My sister knew it—knew he was my obsession, my filthy secret. But Cassidy’s always stolen everything from me. Dad’s favoritism and even the spotlight in college. And then she framed me for something heinous, painted me as an aggressive jealous junkie, and ruined me. As if that's not enough, she walked down the aisle with him. Now she wears his ring. She carries his children. She parades the perfect life right in front of me. And I’m supposed to smile. Pretend it doesn’t shred me apart every time I see him touch her. But one night… one reckless, drunk scorching night after being fired…We had a nightstand. He doesn’t remember—but I do. God, I do. And I can’t stop craving more. Cassidy thinks she’s clever, dragging me back into her perfect little life, humiliating me, then hiring me to nanny her kids. She thinks I’m weak. But sharing a roof with Soren is pure inferno, his gaze burns trails over my curves, hatred simmering beneath raw lust. We shatter every boundary: stolen gropes in shadowed corners, frantic fucks against walls, his cock slamming into me in forbidden spots where anyone could catch us…. I know it’s depraved to lust after a taken man. Sick to yearn for your sister’s husband. Utterly taboo. But I don’t give a damn. Because for once in my life, I want to take everything from her. Even if it destroys us all. .

Aylin, the unwanted princess of the werewolf kingdom, was hidden from everyone because her father was ashamed of her. She had accepted her destiny of being trapped inside the room with no kindness. But she misunderstood the power of a moon goddess when rogue vampires attacked the palace, leading her to meet the new dawn of her fate. Shaking her awake from her dream of grief when a handsome man with forest green eyes watched her as he had found something treasonable holding her in his embrace. The problem was way more complex because she couldn’t feel the mate bond, and he wasn’t ready to accept any mate or ready to mark her as his. Will their relationship survive this half-mate bond? or it will rip their expectation from each other? Her life flips over learning about his fear which was daring to crumble her delicate aspirations. But the sun rises again, giving her courage to find herself, letting her introduce herself to a secret of her existence. A secret that lurked new enemies to stand before them to fight, attacking their core beliefs when they found out she carries a broken piece of moon goddess soul in her. Will their love surpasses the boundaries drawn by their half-mate bond to unite? what were the reasons Rowan didn't want to mark his mate but wanted to keep her by his side? Will they willingly fight with their fears or loose their motives in the darkness of the time?

This book is a follow-on from Betrayed by the Beta, which was left unfinished, in this book you will find Dave and Daisy trying to navigate a new pack whilst learning roles they had not planned for. They will face challenges that threaten even their deep sibling bond and the bonds they share with those they call family. We catch up with Cassie and Jack as they move into their new lives as mates, navigating the many obstacles of new love. Maddie and Ace face challenges of a different kind when Maddie finds her mate and realizes what her father has truly done all in the name of love, or is it in the name of power? Dave and Jack work tirelessly to find Ace and prevent him from fulfilling his dreams of being the Alpha of Twin Lakes. This book begins with a hunt for a wanted man, Ace. This leads to Dave discovering his mate, Maddie plots and schemes with Ace, she allows the bond to blossom knowing she will double-cross her destined mate to be with Ace because her father declared it. Daisy finds her mate and faces the decision of whether to relocate to her mate's pack or remain close to her friends and family. Though ranked in his pack, her mate takes the decision out of her hands and moves to her pack to fill the role of Delta, which was left open. Dave rejects Maddie knowing that because of the bond they have built it could kill him, but the moon goddess intercepts the pain on his behalf. As soon as the rejection is complete Dave finds his second chance mate.

"Sign the papers, Estella." Marco slid the divorce papers across the mahogany table, his eyes fixed on Claudia, who hovered by his side with a victorious smile. "Did you really think a nobody like you could keep me?" Estella's throat tightened as she forced herself to meet his gaze. The diamond on Claudia's finger caught the light—his best friend now wearing what should have been hers forever. "You should be grateful," Claudia murmured, resting a hand on her belly. "Letting you go is the kindest thing we've done for you." When Estella married into the powerful Valdez family, she believed in love conquering all. Instead, she found herself cast out, Helena Valdez herself showing her the door when Claudia announced her pregnancy. Then Alejandro De Luca appeared—Marco's sworn enemy offering an unexpected proposition. "A contract marriage," he said simply. "You get protection. I get revenge." Together, they plotted to dismantle the very family that had humiliated her. With each calculated move, Estella reclaimed pieces of herself she thought lost forever. But revenge is a dangerous game. As their plan unfolded and tragedy struck, Estella discovered that survival meant more than settling scores—it meant learning to wield her pain as power. The quietest heart, after all, often hides the most dangerous storm.​​​​​​​​​​​​​​​​

I buried him myself. I stood at his grave with dirt on my hands and grief in my throat as I said goodbye to the only man I ever thought I would love. Kael was my betrothed, my mate, the boy who grew up beside me and became the person I built every future around. When the war took him it did not just take him — it took every version of myself that existed because of him. Years passed. The moon goddess, in her mercy, gave me something I never asked for — a second chance. Rowan was not supposed to happen. He was patient where I was resistant, steady where I was broken, and present in every way I had convinced myself no one would ever be again. I did not want to love him. And then I did not know how to stop. I was finally learning what it meant to choose life again. When Kael walked back through my door. Alive. Unchanged. And completely unable to explain where he had been. Now I am torn between a love that was written into my soul before I was old enough to understand what souls were, and a man who chose me quietly and completely when I had nothing left to offer. The elders say this is not a reverse harem blessing. There is no keeping both. I have to choose. But how do you bury someone you love twice?

BLURB Zara Winterborn believed that marrying Adrian Leighhton was a dream come true and the best thing that had ever happened to her broken childhood. Instead, it tied her to a man whose love hid a dark truth that burned her to ashes. She overhears a phone call on their honeymoon that shatters her whole world. The love of her life is already married. Feeling betrayed and desperate after learning she's pregnant, she makes some unthinkable decisions. She fakes an abortion, fakes a miscarriage, and disappears from her old life. Five years later, she returns as a renowned architect. Not as Zara but Aria Sterling with a secret daughter. Adrian sees her at a gala and his regret transforms into obsession as he hires investigators to dig deeper. He will tear everything down, even his empire and his blood just to win her forgiveness again. But Adrian isn't the only one who becomes obsessed with her. Even Damien, the stranger who helped her disappear to punish her, has his own plans and wants to use Zara as a weapon for revenge. As secrets of stolen embryos, hidden mothers, children, unknown siblings, and bloodlines twisted by lies, come to light, Zara must choose. Does she stick with Damien and destroy Adrian forever or does she forgive Adrian and let him into their lives? She vanished before. Can she disappear again when things get tough?

Olivia Langston, a brilliant and ambitious doctor, has always focused on her career, vowing never to let love or relationships distract her. However, everything changes when she crosses paths with James Pierce, a charismatic and successful billionaire with a reputation for being a powerful, yet lonely man. Despite their vastly different worlds, Olivia and James share an undeniable chemistry that neither can ignore. As their connection deepens, Olivia finds herself drawn into the complexities of James's life, from his troubled relationship with his father to the manipulative tactics of his ex-fiancée, Claire. Despite their differences, Olivia and James grow closer, learning to navigate the pressures of their respective careers, the public eye, and the expectations placed on them by their families. However, their relationship faces numerous challenges. James’s business is threatened by a rival company, and his past continues to haunt him in the form of both old flames and family drama. Meanwhile, Olivia struggles to balance her medical career with her newfound role in James’s high-profile world, dealing with the intense scrutiny of the media and the emotional toll it takes on her. Through every twist and turn, Olivia and James’s love is tested, but they both realize that their bond is stronger than any obstacle. As they grow together, they face the difficult decisions that come with building a future, including James’s decision to propose, Olivia’s health scare, and their ultimate decision to start a family together.

Alone and with no memories prior to age six, Allison found herself an orphan and spent the last fourteen years growing up in the slums of the Capitol City Zalaris in the Kingdom of Nimairene learning to steal and con those of status in order to survive. Unfortunately, she is caught after what appeared to have been a successful heist and is sent to Lady Pricilla's Prison for Troubled Women where she is put to work in order to learn how to be a proper lady of society. Spending her days in and out of Solitary confinement, Allison believes that she will never finish her sentence on time when she is attacked by a guard. All seems hopeless when suddenly she is saved by a Palace Guard and whisked away. It is then revealed to Allison that she is not Allison of the Slums but is, in fact, Allisara Nimair of the Kingdom Nimairene and the rightful Queen to the throne. Her life takes a turn as she goes from Prisoner to Princess in a matter of hours and the truth behind Allisara's missing memories and dark past comes to light that reveals just who her enemies truly are and that they were closer than she thought. But with the help of Skylard Blackhawk, Allisara is able to navigate her life as the next ruler and weed out those who pose a threat to her reign. Now all that is left to question is will this lost Princess return her Kingdom to its former glory and find love along the way, or will the past come to claim the life it failed to take fourteen years ago?

a heavy burden that I carried for nine long years. It was hard to admit to myself that Carlos Sky never really loved me, despite all the efforts I made to win him over. I even tried to use the divorce and the company he owned, Sky Corporation, as a way to bargain for him to give me attention and love. But he remained indifferent, insensitive to my feelings and my desperate attempts to win him over. It was a moment of great sadness and disappointment when I realized that he never cared about me in the same way that I cared about him. After the divorce, I had time to reflect on what happened and finally realized that the so-called "love" I felt for Carlos Sky was one-sided. I had deluded myself for years, believing that he loved me, when in reality he never showed this feeling for me. The hardest thing was to admit to myself that I loved someone who never loved me back. It was painful to face the reality that all the time, effort, and energy I put into this relationship was for nothing. Learning to let go of this unrequited love and move on with my life was a difficult journey, but necessary for my own emotional health and well-being. Today, I look back with a mixture of sadness and relief. It was a difficult experience, but I also learned a lot about myself and the true meaning of love. I learned that true love is mutual, it involves reciprocity and respect. It is not something that can be forced or won through negotiations.

Unwillingly, once again, because of that man, tears fell from my eyes. "I have cried a lot because of that man; now I am going to go to him only with the divorce papers." Roselyn, a young woman who has been trapped in a loveless and emotionally abusive marriage with Alexander, reaches her breaking point when his cruel words and actions finally push her to take a stand. With tears streaming down her face, she declares that she's had enough and decides to confront him—but this time, she's not going to beg for his love or attention. Instead, she's going to serve him with divorce papers, marking the end of their toxic relationship. As she prepares for the confrontation, Roselyn gathers her thoughts and emotions, steeling herself for Alexander's potential reactions. She knows that he may try to manipulate or control her, but she's determined to stand firm and take back control of her life. When the moment of truth arrives, Roselyn meets Alexander with a sense of calm and determination. She serves him with the divorce papers, and his reaction is a mix of shock, anger, and regret. But Roselyn stands firm, refusing to be swayed by his emotions. In the aftermath of the confrontation, Roselyn deals with the emotional fallout, processing her feelings and coming to terms with the end of her marriage. She begins to focus on self-care and self-discovery, learning to let go of the past and embrace her newfound freedom.