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Uses Of Linear Algebra

What does being a powerful woman mean? This question is at the core of this book where we see every female protagonist from different circumstances go through various challenges and do their best to navigate them. Our adventure starts with Patina Garcia, an artist who falls into poverty after her grandparents pass away but encounters a surprising new destiny when she discovers a Bothy in Scotland for sale. Then we meet Rose Marley, an elderly widow whose life takes an unexpected yet drastic turn after buying a Bothy. Then there is Clarissa Gould, a woman escaping domestic abuse after a fist fight with her narcissistic ex-boyfriend that leads her to a new home in the mountains. Further on, we meet Kendrick Samuel's, a happily married expectant mother whose life is turned upside down when she finds out that her husband is a hybrid on the run. Next, we have Maria Morgan, a woman on the run after being broken out of a sanitorium that she's spent the last year in after being accused of murder. Finally, we meet Audrey Willow, an unsatisfied housewife who battles a drug, and alcohol addiction before meeting a politician who changes her life forever.

Not enough ratings

53 Chapters

The Girl Who Refuses an Alpha

There's nothing certain in this world. When two people were supposed to be together, are they what really is called soulmates? The moment Mirabella accidentally stumbled upon the famous Alpha, Jason Langton in the library, the first words he was spouting was about rejecting her. What did she do? "Well, I reject you too." Mirabella said playfully, not the slightest bit bothered. Her words and reaction caused him to be stunned. He was caught in a trance for a moment. When he looked up again, she was no longer standing before him. He found her figure trying to reach for a book in one of the shelves. It seemed that the book is more important than the matters of him rejecting her? Rejected by an Alpha? For her, wasn't it just mutual rejection? He rejected her, she was just returning the favor!

33 Chapters

Healing the Ruthless Alpha

A ruthless alpha. A gifted omega. A burning passion. For taking her mother’s life during childbirth, Sihana is condemned to be hated all her life. Desperate to be loved, she works hard to please her pack and prove her worth but her pack only uses her as a servant. After years of working as a pseudo-slave to people who hate her, Sia decides to leave her pack. The bitter experience of being mated to her bully who promptly rejects her puts her off mating but the goddess gives her a second chance mate in the person of Alpha Cahir Armani. The Alpha of the strongest pack in the world, Cahir Armani has a reputation for being bloodthirsty, cold and cruel. Cahir is ruthless, a man who kills without remorse, laughs without humour and takes without asking. What no one knows is that underneath his bloody armour is a scarred man. Cahir has no place for a mate in his life but the goddess throws Sihana his way. Although he sees no use for a mate, he can’t resist the pull of the mate bond any more than he can resist Sia’s seductive curves. Sihana needs love. Cahir does not know how to love. Kissed by the goddess and gifted healing abilities, she becomes a treasure her ex-mate and his pack refuse to let go of but who can stop a man like Cahir from claiming his mate? Can Cahir learn to love and can Sia heal his wounds? Will a relationship between two broken people work or are they better off without each other?

9.4

109 Chapters

Shh, Don't Tell Daddy

Trixie is wild and takes after her biker father. When she loses her position at her apprenticeship, she works in a club. As she dances her way to earn money, her boss asks her to do a private dance for a customer. After a lot of refusing, Trixie agrees. With the mask on, she dances for him, and after a passionate kiss and a little more, Trixie is left on the edge craving more. Not just more, but him.She leaves to visit her parents. Sitting by the pool, her dads shocked glare at her has her worried as he spots the tattoo. Her dad points it out to his best friend, Damon. Only a sickening look crosses Damon's face. Trixie soon finds out, the man who brought her pleasure just days before is the man she has always called Uncle, her fathers best friend, nearly twenty years older than her.As they start a secret affair that is meant to just be fun., someone falls in love. Unfortunately, that love puts Trixie in a difficult situation when her past shows up at her parents and uses every weakness she has. Will her dad find out about her affair with Damon? Will Damon and her dad find out the truth about the person from her past, and just how will they solve it?WARNINGS: This book contains scenes of BDSM, including but not limited to. Dominance, submission, bondage, edge play, and more. This book also includes Daddy kink. (Trixie calls Damon Daddy.) This book also contains scenes of abuse. The book also features scenes of rape. However, these scenes are blacked out and do not go into great detail.Ultimately, this book is smut, so most chapters will have some sexual references or sexual play.

9.9

56 Chapters

The Billionaire's Alternate Plan

Juliette gave up on her dream of ever gaining Michael's notice the day the senator's daughter, Aria, came into the picture. She'd do anything for the ruthless and sometimes cruel Michael. Even three years later, when he hires her to plan his wedding to Aria. Aria has always been jealous of and hated Juliette. When things start going wrong with the wedding plans, it's Juliette who gets blamed for Aria's tampering. Juliette foolishly allowed Michael to create the contract for the event. When Aria skips out on the wedding. Juliette is forced to be the bride because of a clause in the contract. A five-year contract marriage to the man of her dreams becomes a nightmare when he promises to make her pay for destroying his wedding and reputation. Never mind that Aria ran away on her own or canceled all of Juliette's arrangements. It's Juliette who loses her business and becomes trapped in a loveless marriage. On her third wedding anniversary, the only present Michael ever gave her was divorce papers. Now what will she do when she finds Aria has taken her place? Michael learned early in life, women want money and not the men behind the money. He’s always got an alternate plan, and a five year plan for his future. Blind by anger and the need to lash out, he uses Juliette as a backup bride to pin her down and unleash his revenge upon. It’s only for five years after all. It’s a trial run marriage. Who the bride is doesn’t matter. Will Michael finally learn from his mistakes? Is it too late? What about Leon, Michael's best friend, and who stole Aria from Michael? Can they sort this out before it's too late? Cover by Graziana (@gm_bookcover_design)

136 Chapters

The Unwanted Bride

Noah Smith is trapped! Trapped by the she devil who happens to be the daughter of THE Alexander Wolf, a notorious Mafia Boss. When Noah Smith shared a steamy and passionate night with Serena Wolf at a nightclub, he thought that would be the last time he will see her. But Serena had other plans. She lures him into her web of lies and uses her money and power to trap him into an unwanted marriage. Will he escape his beautiful yet cruel bride and her ruthless father? Or will he be stuck with her until death do them apart?

9.8

65 Chapters

What Anime Uses Touhou Bad Apple As Soundtrack?

5 Answers2025-09-11 00:53:00

Man, 'Bad Apple' is such an iconic track, isn't it? Originally from the Touhou Project game 'Lotus Land Story,' it blew up thanks to that mesmerizing shadow animation by Alstroemeria Records. While the song itself isn’t an official soundtrack for any anime, it’s been used in countless fan-made AMVs (Anime Music Videos). Some of the most popular ones pair it with 'Death Note,' 'Evangelion,' or even 'JoJo’s Bizarre Adventure,' syncing the eerie vibe perfectly with dark or surreal scenes.

Honestly, the way 'Bad Apple' transcends its origin is wild—it’s almost like an unofficial anthem for the creative anime community. If you dig deep into Nico Nico Douga or YouTube, you’ll find edits spanning decades, from 'Madoka Magica' to 'Attack on Titan.' The song’s flexibility is its magic; it fits almost anything with a shadowy aesthetic. I once stumbled upon a 'Hunter x Hunter' edit that gave me chills!

What Movie Uses 'I Don'T Wanna Lose' In Its Trailer?

3 Answers2025-10-09 22:53:38

The trailer for 'The Fault in Our Stars' famously features the song 'I Don't Wanna Lose' by The War on Drugs. It's one of those perfect soundtrack moments where the music just clicks with the emotional tone of the film. The melancholic yet uplifting vibe of the song mirrors the bittersweet love story between Hazel and Gus, making the trailer hit even harder. I remember tearing up the first time I saw it—the combination of those heartfelt scenes and the song's raw energy was unforgettable.

Interestingly, 'I Don't Wanna Lose' isn't actually in the movie itself, which is kinda funny. Trailers often do that—use tracks that don't make the final cut. Still, the song became synonymous with the film for many fans, and it pops up in fan edits and compilations all the time. It's a great example of how music can elevate a trailer beyond just marketing into something artful.

Which Song Uses My Ride Or Die As A Chorus Lyric?

5 Answers2025-10-17 21:50:15

I get why that little hook sticks in your head — 'my ride or die' is one of those lines that songwriters slap right into choruses because it’s instantly relatable. If you’re hearing that exact phrase as the chorus, it could be any number of R&B or hip-hop love songs from the last two decades: artists often title a track 'Ride or Die' or drop that line repeatedly in the refrain to hammer home loyalty and partnership. I’ve seen it used as a literal chorus, a repeated ad-lib, or even as the emotional payoff at the end of each verse.

If you want to track the exact song down fast, I usually type the exact lyric in quotes into Google or Genius — like "my ride or die" — and then skim through the top lyric hits. You can also hum the chorus into SoundHound or use Shazam while the part’s playing. Playlists labeled 'ride or die' or 'ride or die anthems' on streaming services often collect these tracks together, which helps narrow down whether it’s an R&B slow jam, a trap love song, or something poppier. Personally, I love how many different vibes that phrase can sit on — everything from a gritty street-love track to a glossy pop duet — so finding the right one is half the fun and makes the lyric hit even harder.

Which Film Adaptation Uses Sticks And Stones As Its Title?

5 Answers2025-10-17 18:19:39

You might be surprised to hear me say this, but there isn't a single, famous big-screen adaptation universally known simply as 'Sticks and Stones'. I dig through film titles like snacks, and what I find is that 'Sticks and Stones' (and the variant 'Sticks & Stones') shows up a lot as an evocative title for indie movies, TV dramas, even shorts—rather than as the canonical title of a major studio adaptation of a beloved novel or play. The phrase itself comes from the old proverb 'sticks and stones may break my bones,' which filmmakers and writers like because it immediately signals conflict, bullying, resilience, or the aftermath of violence.

In practice, the best-known mainstream use of the phrase in recent memory is actually a stand-up special, 'Sticks & Stones' by Dave Chappelle, which is a comedy special rather than a film adaptation. Other instances are scattered: low-budget features, festival shorts, and TV movies have used the name for original scripts or small-scale adaptations of plays or short stories, but none has become a household-name adaptation like, say, 'Pride and Prejudice' or 'The Lord of the Rings'. So if you're hunting for a specific film adaptation that goes by that title, the trick is that the title crops up across unrelated projects rather than attaching to a single famous adaptation.

I love the title's bluntness—it promises conflict and a human story—so whenever I stumble across a film named 'Sticks and Stones' I usually check the synopsis. It rarely disappoints on tone, even if it isn't one definitive adaptation that everyone points to.

Which Movie Uses Are You Mad At Me As A Pivotal Line?

1 Answers2025-10-17 12:43:44

That particular line — 'Are you mad at me?' — doesn’t belong to one single iconic movie in the way a catchphrase like 'Here’s looking at you, kid' does. Instead, it’s one of those tiny conversational explosions filmmakers tuck into relationship scenes to change the emotional gravity of a moment. I looked for a standout film that’s famous purely because of that exact phrasing, and honestly, it’s more useful to think of the line as a genre tool: it’s the acid test in breakup scenes, the detonator in reconciliations, and the breadcrumb that reveals deeper resentment or guilt. You’ll find it (or something that functions the same way) across indie dramas, rom-coms that go dark, and a ton of character-driven films where emotional stakes matter most.

A few movies where that kind of line plays a pivotal role — even if the exact wording varies — come to mind because of how they use a simple question to shift everything. In 'Eternal Sunshine of the Spotless Mind' interrogative, cutting lines during Joel and Clementine’s fights reveal raw resentment and trigger the film’s emotional logic about memory and choice. 'Before Sunset' and 'Before Sunrise' use small, intimate questions like that to puncture the polite conversation and expose underlying hurts, turning a pleasant reunion into a turning point. In 'Marriage Story' the conversational jabs and quiet, loaded questions operate like that line would: they’re small, domestic, and catastrophic, and they escalate private tension into legal and life-changing consequences.

If you want something a bit more mainstream, romantic dramas like 'Blue Valentine' and 'Revolutionary Road' use close, confrontational questions as pivot points where two characters’ trajectories split. Even genre movies borrow the move — a sci‑fi or thriller will sometimes drop a normal-sounding line like 'Are you mad at me?' right before a betrayal or reveal to make the emotional aftermath sting harder. What makes the line effective is its ordinariness: it’s a tiny, vulnerable ask that can expose walls, trigger confessions, or highlight a character’s inability to empathize. I love how such a simple piece of dialogue can topple entire relationships on screen — it feels so real and human that when writers use it well, the audience instantly leans in. Personally, I’m always on the lookout for those quiet, conversational detonations in films; they’re small moments that tend to haunt me longer than the big action beats.

Which Book Uses The One That Got Away As A Central Theme?

5 Answers2025-10-17 18:18:36

Gatsby’s longing for Daisy is the classic example that springs to mind when people talk about 'the one that got away' as the engine of a whole novel. In 'The Great Gatsby' the entire plot is propelled by a man chasing an idealized past: Gatsby has built a life, a persona, and a fortune around the idea that love can be recaptured. It’s not just that Daisy left him; it’s that Gatsby refuses to accept the person she became and the world around them changing. That obsession makes the theme larger than a single lost love — it becomes about memory, delusion, and the American Dream gone hollow.

I find Gatsby’s story strangely sympathetic and heartbreaking at once. He’s not just pining; he’s creating a mythology of 'the one' and projecting his entire future onto it. That’s a trope that shows up in quieter, more domestic ways in books like 'The Light Between Oceans' and 'The Remains of the Day', where missed chances and the weight of decisions turn into lifelong regrets. In 'Love in the Time of Cholera', the decades-long devotion to a youthful infatuation turns into both a tragic and oddly triumphant meditation on what staying connected to one lost love does to a person’s life.

For readers who want to see the theme explored from different angles, I’d recommend pairing 'The Great Gatsby' with a modern take like 'The Light We Lost' for its rupture-and-return dynamics, or 'Atonement' for how one lost chance can ripple out into catastrophe. What’s fascinating is how authors use the idea of one who got away to question memory itself: are we mourning a real person, or the version of them we made in our heads? For me, Gatsby’s green light still catches in the chest — it’s romantic and devastating, and I keep coming back to it whenever I’m thinking about longing and loss.

What TV Series Uses Emotional Ability For Character Growth?

3 Answers2025-10-14 14:39:18

Whenever 'Sense8' comes up, my heart races a bit — it's one of those shows that literally builds its plot around people feeling for each other. The premise is wild but beautifully human: eight strangers across the globe share a psychic, emotional bond that lets them access each other's skills and memories. That link is less a gimmick and more a mirror, forcing each character to confront wounds they’d been avoiding. For Lito, it becomes a pathway to owning his truth publicly; for Nomi, it helps her articulate identity and reconcile a fraught family history; for Sun and Will it means literal life-or-death support while they process trauma.

What I love is how emotional ability in 'Sense8' functions as both a tool and a teacher. The cluster doesn’t just help them fight bad guys — it forces messy intimacy, vulnerability, and accountability. Scenes where one sensate holds another through panic attacks or helps them recall lost memories are honestly some of the most tender, skillful depictions of emotional growth I’ve seen on TV. It also leans into cultural exchange — you learn empathy by feeling someone else’s grief or joy.

Beyond the sensational moments, the show treats emotion as practice: learning to trust others, to set boundaries, to accept help. The end result is characters who don’t just become more capable fighters; they become fuller humans. I walk away every time wishing real life had a bit more of that fearless, connected honesty.

How Does Svd Linear Algebra Accelerate Matrix Approximation?

5 Answers2025-09-04 10:15:16

I get a little giddy when the topic of SVD comes up because it slices matrices into pieces that actually make sense to me. At its core, singular value decomposition rewrites any matrix A as UΣV^T, where the diagonal Σ holds singular values that measure how much each dimension matters. What accelerates matrix approximation is the simple idea of truncation: keep only the largest k singular values and their corresponding vectors to form a rank-k matrix that’s the best possible approximation in the least-squares sense. That optimality is what I lean on most—Eckart–Young tells me I’m not guessing; I’m doing the best truncation for Frobenius or spectral norm error.

In practice, acceleration comes from two angles. First, working with a low-rank representation reduces storage and computation for downstream tasks: multiplying with a tall-skinny U or V^T is much cheaper. Second, numerically efficient algorithms—truncated SVD, Lanczos bidiagonalization, and randomized SVD—avoid computing the full decomposition. Randomized SVD, in particular, projects the matrix into a lower-dimensional subspace using random test vectors, captures the dominant singular directions quickly, and then refines them. That lets me approximate massive matrices in roughly O(mn log k + k^2(m+n)) time instead of full cubic costs.

I usually pair these tricks with domain knowledge—preconditioning, centering, or subsampling—to make approximations even faster and more robust. It's a neat blend of theory and pragmatism that makes large-scale linear algebra feel surprisingly manageable.

How Does Svd Linear Algebra Handle Noisy Datasets?

5 Answers2025-09-04 16:55:56

I've used SVD a ton when trying to clean up noisy pictures and it feels like giving a messy song a proper equalizer: you keep the loud, meaningful notes and gently ignore the hiss. Practically what I do is compute the singular value decomposition of the data matrix and then perform a truncated SVD — keeping only the top k singular values and corresponding vectors. The magic here comes from the Eckart–Young theorem: the truncated SVD gives the best low-rank approximation in the least-squares sense, so if your true signal is low-rank and the noise is spread out, the small singular values mostly capture noise and can be discarded.

That said, real datasets are messy. Noise can inflate singular values or rotate singular vectors when the spectrum has no clear gap. So I often combine truncation with shrinkage (soft-thresholding singular values) or use robust variants like decomposing into a low-rank plus sparse part, which helps when there are outliers. For big data, randomized SVD speeds things up. And a few practical tips I always follow: center and scale the data, check a scree plot or energy ratio to pick k, cross-validate if possible, and remember that similar singular values mean unstable directions — be cautious trusting those components. It never feels like a single magic knob, but rather a toolbox I tweak for each noisy mess I face.

What Movie Uses Practical Stunts For A Real Chasing Feel?

3 Answers2025-08-26 18:46:42

I still get a little giddy thinking about the theater shaking during 'Mad Max: Fury Road'—that movie nails the visceral, real-world chase feeling because most of what you see is actually happening. I watched it late-night with a friend, and every tail-slide, engine howl, and flying scrap of metal felt tactile rather than pixel-deep. The production used huge custom rigs, practical explosions, and real stunts with experienced drivers and stunt performers, which gives the whole film a weight CGI simply can't mimic.
If you want a quick list of other films that go heavy on practical chasing: 'Bullitt' (classic, raw car chase choreography), 'Ronin' (granular, realistic urban driving), 'Baby Driver' (in-camera driving sequences synchronized to music), and the Bourne films for gritty hand-to-hand and foot chases. Even 'The Dark Knight' keeps a lot of its truck flip and car work grounded in real effects. What ties these together is the commitment to real physics—cars behave like cars, people react to actual impacts, and sound editing adds the finishing punch.
If you love that tangible feel, hunt down the Blu-ray extras or behind-the-scenes features. Seeing the stunt crews and rigs up close makes you appreciate how much craft goes into a single chase beat. For me, the best chase sequences are the ones where you can almost feel the wind on your face; those are the ones I rewatch on a rainy evening, headphones on, and smile at the grit of it all.