An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.
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Jan 15, 2023 - HTML
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neural-networks
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Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)
performance-engineering parallelism neural-networks differential-equations gpu-computing numerical-methods lecture-notes neural-ode scientific-machine-learning neural-sde stiff-equations scientific-simulators sciml
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Sep 21, 2025 - HTML
A collaboratively written review paper on deep learning, genomics, and precision medicine
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Dec 25, 2022 - HTML
Visualization toolkit for neural networks in PyTorch! Demo -->
visualization machine-learning deep-learning cnn pytorch neural-networks interpretability explainability
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Sep 21, 2023 - HTML
The SpeechBrain project aims to build a novel speech toolkit fully based on PyTorch. With SpeechBrain users can easily create speech processing systems, ranging from speech recognition (both HMM/DNN and end-to-end), speaker recognition, speech enhancement, speech separation, multi-microphone speech processing, and many others.
deep-learning neural-network speech speech-recognition neural-networks deeplearning speech-to-text speaker-recognition speaker-verification speech-processing speech-recognizer beamforming speech-analysis timit speechrecognition speech-api speech-separation librispeech speech-emotion-recognition speaker-identification
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Jun 18, 2025 - HTML
18.S096 - Applications of Scientific Machine Learning
neural-networks partial-differential-equations differential-equations lecture-notes neural-ode scientific-machine-learning sciml
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Apr 26, 2022 - HTML
All notes and materials for the CS229: Machine Learning course by Stanford University
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Aug 15, 2021 - HTML
Machine learning and data science blog.
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Sep 10, 2023 - HTML
This repository presents a couple of approaches to the problem of multi-view image classification. I faced this challenge during a hackathon in which I participated, and decided to share my code here. I've also written a Medium article to provide further details and explanations. Feel free to check it out !
python tutorial computer-vision pytorch neural-networks image-classification hackathon-project multi-view-cnn
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Mar 1, 2020 - HTML
Denoising Autoencoders for Phenotype Stratification
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Nov 9, 2018 - HTML
🌈 Netron preview for VS Code (TECH DEMO!)
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Nov 13, 2019 - HTML
The goal of this project is to identify students at risk of dropping out the school
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May 7, 2021 - HTML
Code and simulations using biologically annotated neural networks
machine-learning gwas genetics variable-selection neural-networks bayesian-statistics interpretability gwas-tools
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Aug 23, 2021 - HTML
Supplementary materials for McLevey 2021 Doing Computational Social Science (Sage, UK).
machine-learning natural-language-processing network-science text-analysis neural-networks network-analysis embedding-models bayesian-data-analysis bayesian-statistics computational-social-science tranfer-learning
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Aug 13, 2024 - HTML
Real-time American Sign Language (ASL) letters detection, via PyTorch, OpenCV, YOLOv5, Roboflow and LabelImg 🤟
python opencv real-time computer-vision deep-learning asl torch pytorch artificial-intelligence neural-networks yolo object-detection cv2 american-sign-language labelimg real-time-object-detection yolov5 roboflow real-time-yolo real-time-asl
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Jul 23, 2022 - HTML
Wildfire smoke detection with Faster R-CNN via Pytorch 🔥🚒🧑🚒
python ai computer-vision deep-learning detection cv cnn torch pytorch fast-rcnn vision neural-networks faster-rcnn object-detection rcnn r-cnn faster-r-cnn torchvision fast-r-cnn
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Jun 30, 2022 - HTML
Lyra V2 (SoundStream) running in the browser
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Sep 20, 2023 - HTML
Inspired by Ilya Sutskever’s 2020 reading list to John Carmack, this repo reproduces and explores key AI papers, known as the "ilya30u30." Dive into detailed notes, code, and insights to deepen your understanding of foundational and advanced deep learning concepts.
deep-learning neural-networks ai-research paper-reproduction john-carmack ilya-sutskever ilya30u30 notes-and-summaries
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Sep 23, 2024 - HTML
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