Recent questions tagged machine-learning

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Write a function to reduce VRAM usage during diffusion-based image synthesis.

May 2 in Generative AI by Ashutosh
• 31,930 points • 123 views
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How to Fine-tune an LLM using Proximal Policy Optimization (PPO) in transformers library.

May 2 in Generative AI by Ashutosh
• 31,930 points • 92 views
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Write a script to preprocess human feedback datasets for LLM reinforcement learning.

May 2 in Generative AI by Ashutosh
• 31,930 points • 114 views
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How to implement a function that dynamically weights prompts during reinforcement learning.

May 2 in Generative AI by Ashutosh
• 31,930 points • 82 views
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How to implement a custom graph positional encoding for a Transformer trained on network data.

May 2 in Generative AI by Ashutosh
• 31,930 points • 78 views
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How to Build a PyTorch training loop for a Transformer-based encoder-decoder model.

May 2 in Generative AI by Ashutosh
• 31,930 points • 128 views
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How to modify an LLM to use sliding window attention for long-context processing.

May 2 in Generative AI by Ashutosh
• 31,930 points • 101 views
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How to implement Neural Cache Augmentation to speed up inference in LLMs.

May 2 in Generative AI by Ashutosh
• 31,930 points • 78 views
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How to implement a Bayesian optimizer to fine-tune Transformer hyperparameters.

May 2 in Generative AI by Ashutosh
• 31,930 points • 130 views
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How to modify an existing Transformer model to integrate FlashAttention for memory-efficient training.

May 2 in Generative AI by Ashutosh
• 31,930 points • 90 views
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Write a function to create gradient descent updates for a generative adversarial network in TensorFlow.

Dec 3, 2024 in Generative AI by Ashutosh
• 31,930 points • 245 views
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What are efficient methods for post-training quantization to compress generative model sizes?

Nov 22, 2024 in Generative AI by Ashutosh
• 31,930 points • 212 views
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How can you code style transfer layers in a GAN pipeline to generate specific image aesthetics?

Nov 17, 2024 in Generative AI by Ashutosh
• 31,930 points • 298 views
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Which industries stand to benefit the most from advancements in Generative AI, and why?

Nov 12, 2024 in Generative AI by Ashutosh
• 31,930 points • 207 views
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How can I incorporate style transfer to improve AI image generation aesthetics?

Oct 21, 2024 in Generative AI by Ashutosh
• 31,930 points • 621 views
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What are the best open-source libraries for AI-generated audio or music?

Oct 16, 2024 in ChatGPT by Ashutosh
• 31,930 points • 785 views
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Design for a Cloud Native Application in Azure for ML Insights and Actions

Feb 15, 2023 in Azure by Damonlang
 • 1,230 points • 989 views
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Error in Python script "Expected 2D array, got 1D array instead:"?

May 18, 2022 in Python by Kichu
 • 19,040 points • 1,799 views
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Wikipedia Dump available on AWS S3

Apr 12, 2022 in IoT (Internet of Things) by Aditya
 • 7,680 points • 969 views
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In locally weighted regression, how determine distance from query point with more than one dimension

Apr 11, 2022 in Machine Learning by Dev
 • 6,000 points • 1,438 views
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Error using sklearn and linear regression: shapes (1,16) and (1,1) not aligned: 16 (dim 1) != 1 (dim 0)

Apr 11, 2022 in Machine Learning by Dev
 • 6,000 points • 3,041 views
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different results for Random Forest Regression in R and Python

Apr 11, 2022 in Machine Learning by Nandini
 • 5,480 points • 1,854 views
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1 answer

Naives Bayes Classifier for bag of vectorized sentences

Apr 7, 2022 in Blockchain by Soham
 • 9,730 points • 1,213 views
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Compute log loss for logistic regression from scratch

Apr 7, 2022 in Machine Learning by Nandini
 • 5,480 points • 1,738 views
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1 answer

eli5 show_prediction not showing probability

Apr 5, 2022 in Machine Learning by Dev
 • 6,000 points • 1,319 views
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1 answer

How to specify the prior probability for scikit-learn's Naive Bayes

Apr 5, 2022 in Machine Learning by Dev
 • 6,000 points • 2,452 views
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1 answer

Machine Learning: Unsupervised Backpropagation

Apr 5, 2022 in Machine Learning by Dev
 • 6,000 points • 1,090 views
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1 answer

How can I import Elastic-Net, Lasso and Ridge regression in Pyspark?

Apr 5, 2022 in Machine Learning by Nandini
 • 5,480 points • 2,297 views
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1 answer

https://stackoverflow.com/questions/58385765/recursion-in-fp-growth-algorithm

Apr 4, 2022 in Machine Learning by Dev
 • 6,000 points • 1,015 views
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1 answer

Keras deep learning sentiment analysis - supervised or unsupervised

Mar 26, 2022 in Machine Learning by Nandini
 • 5,480 points • 1,254 views
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1 answer

what is r-squared in linear regression models?

Mar 26, 2022 in Machine Learning by Dev
 • 6,000 points • 1,137 views
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1 answer

Cost Function, Linear Regression, trying to avoid hard coding theta. Octave.

Mar 26, 2022 in Machine Learning by Dev
 • 6,000 points • 872 views
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1 answer

How can I increase the accuracy of my Linear Regression model?(machine learning with python)

Mar 26, 2022 in Machine Learning by Nandini
 • 5,480 points • 2,646 views
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1 answer

Python Machine Learning/Data Science Project Structure

Mar 26, 2022 in Machine Learning by Nandini
 • 5,480 points • 1,816 views
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1 answer

How to choose the window size of CNN in deep learning?

Mar 26, 2022 in Machine Learning by Nandini
 • 5,480 points • 1,758 views
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Can we use Normal Equation for Logistic Regression ?

Mar 26, 2022 in Machine Learning by Nandini
 • 5,480 points • 1,301 views
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1 answer

Probability: the one true fish

Mar 23, 2022 in Machine Learning by Nandini
 • 5,480 points • 781 views
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1 answer

Naive Bayes classifier bases decision only on a-priori probabilities

Mar 23, 2022 in Machine Learning by Dev
 • 6,000 points • 772 views
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What is Depth of a convolutional neural network?

Mar 23, 2022 in Machine Learning by Dev
 • 6,000 points • 2,098 views
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Negative coefficients in regression for positive coefficient of correlation

Mar 23, 2022 in Machine Learning by Dev
 • 6,000 points • 3,831 views
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1 answer

Understanding Polynomial Regression Equation with multiple Independent Variable

Mar 23, 2022 in Machine Learning by Dev
 • 6,000 points • 1,566 views
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Why do we use gradient descent in linear regression?

Mar 22, 2022 in Machine Learning by Nandini
 • 5,480 points • 1,746 views
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1 answer

Linear regression with gradient descent to predict house prices using area (one var) in python

Mar 21, 2022 in Machine Learning by Dev
 • 6,000 points • 1,808 views
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Is Random Forest a linear or non linear regression model

Mar 21, 2022 in Machine Learning by Dev
 • 6,000 points • 1,645 views
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Identifying different regressions (Linear, Polynomial) from a graph and fit regression model accordingly

Mar 15, 2022 in Machine Learning by Nandini
 • 5,480 points • 843 views
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1 answer

Asymptotic regression in Python?

Mar 14, 2022 in Machine Learning by Nandini
 • 5,480 points • 2,090 views
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1 answer

Getting one word as caption with zero probability using pretrained checkpoints for image captioning-im2txt

Mar 14, 2022 in Machine Learning by Nandini
 • 5,480 points • 733 views
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1 answer

Logistic regression coefficient meaning

Mar 10, 2022 in Machine Learning by Dev
 • 6,000 points • 1,034 views
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1 answer

Classification vs Regression?

Mar 5, 2022 in Machine Learning by Dev
 • 6,000 points • 1,010 views
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Linear Regression :: Normalization (Vs) Standardization

Mar 4, 2022 in Machine Learning by Nandini
 • 5,480 points • 3,519 views
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