get-started-with-JAXThe purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series of tutorials (YouTube videos and Jupyter Notebooks) as well as the content I found useful while learning about the JAX ecosystem.
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PyprobmlPython code for "Machine learning: a probabilistic perspective" (2nd edition)
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efficientnet-jaxEfficientNet, MobileNetV3, MobileNetV2, MixNet, etc in JAX w/ Flax Linen and Objax
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omdJAX code for the paper "Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation"
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koclipKoCLIP: Korean port of OpenAI CLIP, in Flax
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score flowOfficial code for "Maximum Likelihood Training of Score-Based Diffusion Models", NeurIPS 2021 (spotlight)
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jax-rlJAX implementations of core Deep RL algorithms
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jax-modelsUnofficial JAX implementations of deep learning research papers
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jax-resnetImplementations and checkpoints for ResNet, Wide ResNet, ResNeXt, ResNet-D, and ResNeSt in JAX (Flax).
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Transformers🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
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tutorialsCollection of tutorials for various libraries and technologies
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docsDocumentation site for LFE
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tomsuptomsup 👍 Theory of Mind Simulation using Python. A package that allows for easy agent-based modelling of recursive Theory of Mind
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ConSSLPyTorch Implementation of SOTA SSL methods
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TutorialsStart solving PDEs in Julia with Gridap.jl
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PyCBC-TutorialsLearn how to use PyCBC to analyze gravitational-wave data and do parameter inference.
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Blog-React-Hook-TutorialThis is a beginner tutorial for react hooks I have written in dev.to and Medium
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BrainMaGeBrain extraction in presence of abnormalities, using single and multiple MRI modalities
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skillful nowcastingImplementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
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PY-NOOBA repository of very simple Python programs to edit, change and learn basics of Python programming language.
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DataScienceTutorials.jlA set of tutorials to show how to use Julia for data science (DataFrames, MLJ, ...)
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react-native-curated💁♂️ Hand picked collection of packages, tutorials and more for React Native.
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ionic4-sidemenu-authBuilding a Basic Ionic 4 Login Flow with Angular Router & Side Menu UI
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VideoTransformer-pytorchPyTorch implementation of a collections of scalable Video Transformer Benchmarks.
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YouTube tutorialI store all the code I used in my YouTube tutorial here. Feel free to download and play around them😉
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docsSource for Storj DCS docs
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deepfillv2-pylightningClean minimal implementation of Free-Form Image Inpainting with Gated Convolutions in pytorch lightning. Inspired from pytorch implementation by @avalonstrel.
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UnityTutorials-RTSThe code for my series of tutorials on how to make a real-time stategy (RTS) game in the well-know Unity game engine (with C# scripting)!
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ProvToolboxJava library to create and convert W3C PROV data model representations
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jax-cfdComputational Fluid Dynamics in JAX
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mlp-gpt-jaxA GPT, made only of MLPs, in Jax
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hififaceUnofficial PyTorch Implementation for HifiFace (https://arxiv.org/abs/2106.09965)
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School-ProgrammingХранилище за свободно учебно съдържание по програмиране, информатика и ИТ за българските училища
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ADAMADAM implements a collection of algorithms for calculating rigid-body dynamics in Jax, CasADi, PyTorch, and Numpy.
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lightning-hydra-templatePyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡
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Fast-AgingGANA deep learning model to age faces in the wild, currently runs at 60+ fps on GPUs
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analyzing-reddit-sentiment-with-awsLearn how to use Kinesis Firehose, AWS Glue, S3, and Amazon Athena by streaming and analyzing reddit comments in realtime. 100-200 level tutorial.
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piggy-bankNodejs with Ethereum smart contract tutorial app
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tutorialsAll of the code for my Medium articles
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TeachMePythonLikeIm5Teach the Python programming language using a collection of super beginner friendly tutorials and challenges.
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PaperWeeklyAI📚「@MaiweiAI」Studying papers in the fields of computer vision, NLP, and machine learning algorithms every week.
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ogl to vlkVulkan Tutorials For OpenGL Developers
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fixesRandom development problems and solutions
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Android-WeeklyAndroid Weekly is a free newsletter that helps you to stay cutting-edge with your Android Development. The newsletter comes once a week and covers a broad range of topics like tutorials, screencasts, news... just everything that's awesome in the Android Development world!
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cloud-mdk-tutorial-samplesSample from the SAP mobile development kit tutorials demonstrating various components and features of the MDK in the context of an enterprise mobile solution.
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Transformer-QG-on-SQuADImplement Question Generator with SOTA pre-trained Language Models (RoBERTa, BERT, GPT, BART, T5, etc.)
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tutorialsAdditional Resources For Securing The Stack Tutorials
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