List: Machine Learning examples | Curated by Anubhav Elhence

Sep 21, 2024
22 stories
Machine Learning examples
In
TDS Archive
by
Avishek Biswas
The Evolution of Text to Video ModelsSimplifying the neural nets behind Generative Video Diffusion
Sep 19, 2024
Sep 19, 2024
In
Intuitively and Exhaustively Explained
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Daniel Warfield
LangGraph — Intuitively and Exhaustively ExplainedBuilding powerful LLM agents within constraints
Sep 6, 2024
1
Sep 6, 2024
1
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TDS Archive
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François Porcher
How to Train a Vision Transformer (ViT) from ScratchA practical guide to implementing the Vision Transformer (ViT)
Sep 4, 2024
1
Sep 4, 2024
1
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TDS Archive
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Luis Fernando PÉREZ ARMAS, Ph.D.
Mathematics of Love: Optimizing a Dining-Room Seating Arrangement for Weddings with PythonSolving the Restricted Quadratic Multi-Knapsack Problem (RQMKP) with mathematical programming and Python
Sep 2, 2024
2
Sep 2, 2024
2
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TDS Archive
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Muhammad Ardi
Paper Walkthrough: Vision Transformer (ViT)Exploring Vision Transformer (ViT) through PyTorch Implementation from Scratch.
Aug 13, 2024
1
Aug 13, 2024
1
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TDS Archive
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Dr. Leon Eversberg
How to Use Hybrid Search for Better LLM RAG RetrievalBuilding an advanced local LLM RAG pipeline by combining dense embeddings with BM25
Aug 11, 2024
5
Aug 11, 2024
5
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TDS Archive
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Ivo Bernardo
PyTorch Introduction — Training a Computer Vision AlgorithmIn this post of the PyTorch Introduction, we’ll learn how to train a computer vision model using a Convolutional Neural Network with…
May 30, 2024
2
May 30, 2024
2
The Tenyks Blogger
Segment Anything Model 2 (SAM 2) + GPT-4o — Cascading Foundation Models via Visual Prompting —…Learn what SAM 2 is, and how you can set it up and run inference on your own video clips.
Aug 2, 2024
Aug 2, 2024
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TDS Archive
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Stefan Todoran
Learn Transformer Fine-Tuning and Segment AnythingTrain Meta’s SAM to segment high fidelity masks for any domain
Jun 30, 2024
1
Jun 30, 2024
1
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In
TDS Archive
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Zoumana Keita
Document Parsing Using Large Language Models — With CodeYou will not think about using Regular Expressions anymore.
Jul 25, 2024
7
Jul 25, 2024
7
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TDS Archive
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Cristian Leo
The Math Behind Multi-Head Attention in TransformersDeep Dive into Multi-Head Attention, the secret element in Transformers and LLMs. Let’s explore its math, and build it from scratch.
Jul 16, 2024
3
Jul 16, 2024
3
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AI Advances
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Dmytro Sazonov
DIY for a Spy: Detecting Rule-Breakers with Face Recognition AI and Raspberry PiIdentify office rule-breaker using Raspberry Pi 3 and DeepFace, accomplishing the Face Detection and Recognition AI.
Feb 16, 2024
8
Feb 16, 2024
8
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TDS Archive
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Essam Wisam
From Vision Transformers to Masked Autoencoders in 5 MinutesA Straightforward Guide on How NLP Tasks Generalize to Computer Vision
Jun 28, 2024
Jun 28, 2024
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TDS Archive
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Shu Ishida
Making LLMs Write Better and Better Code for Self-Driving Using LangPropAnalogy from classical machine learning: LLM (Large Language Model) = optimizer; code = parameters; LangProp = PyTorch Lightning
Jun 25, 2024
1
Jun 25, 2024
1
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TDS Archive
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Shreya Rao
Deep Learning Illustrated, Part 5: Long Short-Term Memory (LSTM)An illustrated and intuitive guide on the inner workings of an LSTM
Jun 21, 2024
2
Jun 21, 2024
2
In
TDS Archive
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Chien Vu
Optimizing Deep Learning Models with Weight QuantizationPractical application of weight quantization and its impact on model size and performance.
Jun 7, 2024
1
Jun 7, 2024
1
In
TDS Archive
by
Shreya Rao
Deep Learning Illustrated, Part 4: Recurrent Neural NetworksAn illustrated and intuitive guide on the inner workings of an RNN and the Softmax Activation Function
Jun 11, 2024
1
Jun 11, 2024
1
 This story is no longer available
In
TDS Archive
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Cristian Leo
Reinforcement Learning: Deep Q-NetworksTeaching a shuttle to land on the moon using Deep Q-Networks in Python. A mathematical deep dive into Reinforcement Learning.
May 23, 2024
1
May 23, 2024
1