ml-workflow-automationPython Machine Learning (ML) project that demonstrates the archetypal ML workflow within a Jupyter notebook, with automated model deployment as a RESTful service on Kubernetes.
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tapmapCommand line keyboard heatmap generator.
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Deep-Surveillance-Monitor-Facial-Emotion-Age-Gender-Recognition-SystemComputer Vision module for detecting emotion, age and gender of a person in any given image, video or real time webcam. A custom VGG16 model was developed and trained on open source facial datasets downloaded from Kaggle and IMDB. OpenCV,dlib & keras were used to aid facial detection and video processing. The final system can detect the emotion,…
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numpy-tutorialsNumPy tutorials & educational content in notebook format
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gau2gridFast computation of a gaussian and its derivative on a grid.
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DatasetsTFDS is a collection of datasets ready to use with TensorFlow, Jax, ...
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wavebin∿ Oscilloscope waveform capture viewer and converter.
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Orange3🍊 📊 💡 Orange: Interactive data analysis
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seapyState Estimation and Analysis in Python
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Neural Network From ScratchEver wondered how to code your Neural Network using NumPy, with no frameworks involved?
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vinumVinum is a SQL processor for Python, designed for data analysis workflows and in-memory analytics.
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PyfasttextYet another Python binding for fastText
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PuzzleLibDeep Learning framework with NVIDIA & AMD support
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Static FrameImmutable and grow-only Pandas-like DataFrames with a more explicit and consistent interface.
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NothingButNumPyThis repo is part of a series of blog post titled "Nothing but NumPy"
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Awesome JaxJAX - A curated list of resources https://github.com/google/jax
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spyndexAwesome Spectral Indices in Python.
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Awkward 0.xManipulate arrays of complex data structures as easily as Numpy.
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lidar-busterCollection of Python snippets for processing LiDAR point cloud.
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concrete-numpyConcrete Numpy is a python package that contains the tools data scientists need to compile various numpy functions into their Fully Homomorphic Encryption (FHE) equivalents. Concrete Numpy goes on top of the Concrete Library and its Compiler.
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TsalibTensor Shape Annotation Library (numpy, tensorflow, pytorch, ...)
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audiophileAudio fingerprinting and recognition
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Cheatsheets AiEssential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5
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ai-virtual-mouseDeveloped an AI-based system to control the mouse cursor using Python and OpenCV with the real-time camera. Fingertip location is mapped to RGB images to control the mouse cursor.
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Awkward 1.0Manipulate JSON-like data with NumPy-like idioms.
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saddleSADDLE: Scala Data Library
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dsp-theoryTheory of digital signal processing (DSP): signals, filtration (IIR, FIR, CIC, MAF), transforms (FFT, DFT, Hilbert, Z-transform) etc.
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Gluon NlpNLP made easy
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SimplePythonCNNOnly in native python & numpy with Keras interface
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PyboticsThe Python Toolbox for Robotics
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MachineLearning机器学习教程,本教程包含基于numpy、sklearn与tensorflow机器学习,也会包含利用spark、flink加快模型训练等用法。本着能够较全的引导读者入门机器学习。
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XtensorC++ tensors with broadcasting and lazy computing
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PVMismatchAn explicit Python PV system IV & PV curve trace calculator which can also calculate mismatch.
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RootpyA pythonic interface for the ROOT libraries on top of the PyROOT bindings.
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PyRatesOpen-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-implemented models belong to the family of neural population models.
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Np mlA tool library of classical machine learning algorithms with only numpy.
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Batch-FirstA JIT compiled chess engine which traverses the search tree in batches in a best-first manner, allowing for neural network batching, asynchronous GPU use, and vectorized CPU computations.
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Data Science TypesMypy stubs, i.e., type information, for numpy, pandas and matplotlib
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dpnpNumPy drop-in replacement for Intel(R) XPUs
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MarsMars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
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AmadiaAstus' Mathematical Display Application : A GUI for Mathematics (Calculator, LaTeX Converter, Plotter, ... )
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python-sharearrayShare numpy arrays across processes efficiently ideal for large, read-only datasets
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Psi4numpyCombining Psi4 and Numpy for education and development.
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DatscanDatScan is an initiative to build an open-source CMS that will have the capability to solve any problem using data Analysis just with the help of various modules and a vast standardized module library
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PantheraData-frames & arrays on Clojure
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SciCompforChemistsScientific Computing for Chemists text for teaching basic computing skills to chemistry students using Python, Jupyter notebooks, and the SciPy stack. This text makes use of a variety of packages including NumPy, SciPy, matplotlib, pandas, seaborn, NMRglue, SymPy, scikit-image, and scikit-learn.
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linbaserThe program on a given grid from a file builds an approximation of the function by a piecewise linear basis. Made mostly in Russian, because of university subject.
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gcf-packsLibrary packs for google cloud functions
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ndtestmulti-dimensional statistical test with python
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CS231nPyTorch/Tensorflow solutions for Stanford's CS231n: "CNNs for Visual Recognition"
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valinvestA value investing tool based on Warren Buffett, Joseph Piotroski and Benjamin Graham thoughts
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EngeznyEngezny is a python package that quickly generates all possible charts from your dataframe and saves them for you, and engezny is only supporting now uni-parameter visualization using the pie, bar and barh visualizations.
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