Awesome Ai BooksSome awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning
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CocalcCoCalc: Collaborative Calculation in the Cloud
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Basic Mathematics For Machine LearningThe motive behind Creating this repo is to feel the fear of mathematics and do what ever you want to do in Machine Learning , Deep Learning and other fields of AI
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Riemann bookAn interactive book about the Riemann problem for hyperbolic PDEs, using Jupyter notebooks. Work in progress.
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TutorialsAI-related tutorials. Access any of them for free → https://towardsai.net/editorial
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MishOfficial Repsoitory for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]
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Stats Maths With PythonGeneral statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
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Notebooks 📓 A growing collection of Jupyter Notebooks written in Python, OCaml and Julia for science examples, algorithms, visualizations etc
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PybatfishPython client for Batfish: https://github.com/batfish/batfish
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Theseus growthTheseus is a Python library for cohort analysis
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Torch npsspytorch implementation of Neural Parametric Singing Synthesizer 歌声合成
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Rethinking PyroStatistical Rethinking with PyTorch and Pyro
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BlogSource code for my personal blog
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Perfil PoliticoA platform for profiling public figures in Brazilian politics
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Pyrosetta.notebooksJupyter Notebooks for learning the PyRosetta platform for biomolecular structure prediction and design
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SnnsTutorials and implementations for "Self-normalizing networks"
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EmpCode repository of the Earth Microbiome Project.
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Dat8General Assembly's 2015 Data Science course in Washington, DC
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NotebooksCurated Notebooks from STScI
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JwstPython library for science observations from the James Webb Space Telescope
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Bayareadlschool Slides and exercises for the Theano tutorial at the Deep Learning School in Stanford, September 24-25, 2016
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Ds bowl 2018Kaggle Data Science Bowl 2018
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ObjectdetectionSome experiments with object detection in PyTorch
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Sfd.pytorchS3FD: single shot face detector in pytorch
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Know Your IntentState of the Art results in Intent Classification using Sematic Hashing for three datasets: AskUbuntu, Chatbot and WebApplication.
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Devops microservicesSupporting material and projects for a course on Cloud DevOps: Microservices.
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Hr Depth[AAAI 2021] HR-Depth : High Resolution Self-Supervised Depth Estimation
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Nlp Models TensorflowGathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0
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Data Science 45min IntrosIpython notebook presentations for getting starting with basic programming, statistics and machine learning techniques
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FlotillaReproducible machine learning analysis of gene expression and alternative splicing data
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Dstl unetDstl Satellite Imagery Feature Detection
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CpmConvolutional Pose Machines in TensorFlow
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Traffic SignsBuilding a CNN based traffic signs classifier.
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A Nice McCode for "A-NICE-MC: Adversarial Training for MCMC"
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Demo DockerDemo notebooks inside a docker for end-to-end examples
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Lnpr book codesCodes for Lecture Notes in Probabilistic Robotics
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Text generatorsPython code for building a text generator using LSTMs.
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Robust Physical AttackPhysical adversarial attack for fooling the Faster R-CNN object detector
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PygoturnPyTorch implementation of GOTURN object tracker: Learning to Track at 100 FPS with Deep Regression Networks (ECCV 2016)
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ReachyOpen source interactive robot to explore real-world applications!
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Ml19 20aCS 771A: Introduction to Machine Learning, IIT Kanpur, 2019-20-autumn offering
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