Navjot Singh (navjotx11)

navjotx11

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Location:UCLA

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Navjot Singh's starred repositories

llama3

The official Meta Llama 3 GitHub site

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llama.cpp

LLM inference in C/C++

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jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

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AutoGPT

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

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apxproof

LaTeX package for automatically putting proof environments in appendix

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Parsr

Transforms PDF, Documents and Images into Enriched Structured Data

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long_stable_diffusion

Long-form text-to-images generation, using a pipeline of deep generative models (GPT-3 and Stable Diffusion)

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QuantumKatas

Tutorials and programming exercises for learning Q# and quantum computing

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stable-diffusion

A latent text-to-image diffusion model

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build-your-own-x

Master programming by recreating your favorite technologies from scratch.

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jemdoc_mathjax

jemdoc with MathJax support and more

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academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

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MLE-Flashcards

200+ detailed flashcards useful for reviewing topics in machine learning, computer vision, and computer science.

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ChocoSGD

Decentralized SGD and Consensus with Communication Compression: https://arxiv.org/abs/1907.09356

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theseus

A library for differentiable nonlinear optimization

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prettymaps

A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.

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FedTorch

FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.

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machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

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LG-FedAvg

[NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations

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PlotNeuralNet

Latex code for making neural networks diagrams

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uncertainty-toolbox

Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization

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pytorch-styleguide

An unofficial styleguide and best practices summary for PyTorch

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awesome-aws

A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome.

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latex-homework

LaTeX class and template for typesetting math homework

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awesome-zsh-plugins

A collection of ZSH frameworks, plugins, themes and tutorials.

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tldr

๐Ÿ“š Collaborative cheatsheets for console commands

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awesome-cli-apps

๐Ÿ–ฅ ๐Ÿ“Š ๐Ÿ•น ๐Ÿ›  A curated list of command line apps

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libinput-gestures

Actions gestures on your touchpad using libinput

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federated-learning-lib

A library for federated learning (a distributed machine learning process) in an enterprise environment.

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Federated-Learning-PyTorch

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

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