Ilearndeeplearning.pyThis repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.
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sklearn-audio-classificationAn in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, and cross-validation with a variety of ML techniques and MLP
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PyRepository to store sample python programs for python learning
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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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Learn Machine Learning In Two MonthsNhững kiến thức cần thiết để học tốt Machine Learning trong vòng 2 tháng. Essential Knowledge for learning Machine Learning in two months.
Stars: ✭ 1,726 (+4694.44%)
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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Data-Scientist-In-PythonThis repository contains notes and projects of Data scientist track from dataquest course work.
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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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dpnpNumPy drop-in replacement for Intel(R) XPUs
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Image-ClassifierFinal Project of the Udacity AI Programming with Python Nanodegree
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spyndexAwesome Spectral Indices in Python.
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ml经典机器学习算法的极简实现
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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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jwqlThe James Webb Space Telescope Quicklook Application
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hypothesis-gufuncExtension to hypothesis for testing numpy general universal functions
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wavebin∿ Oscilloscope waveform capture viewer and converter.
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NumscryptA port of a small but relevant part of Numpy to Transcrypt, simplified for the sake of speed
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shallow-waterPython model solving the shallow water equations (linear momentum, nonlinear continuity)
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PuzzleLibDeep Learning framework with NVIDIA & AMD support
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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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DIP-In-PythonPlay around with Pixel in Python
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polytopeGeometric operations on polytopes of any dimension
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CS231nPyTorch/Tensorflow solutions for Stanford's CS231n: "CNNs for Visual Recognition"
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gcpyPython toolkit for GEOS-Chem.
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gaiaGaia is a geospatial analysis library jointly developed by Kitware and Epidemico.
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python-awipsA framework for querying AWIPS meteorological datasets from an EDEX Data Server.
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cnn np使用numpy构建cnn复习深度学习知识
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valinvestA value investing tool based on Warren Buffett, Joseph Piotroski and Benjamin Graham thoughts
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ormsgpackMsgpack serialization/deserialization library for Python, written in Rust using PyO3 and rust-msgpack. Reboot of orjson. msgpack.org[Python]
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fdtdA 3D electromagnetic FDTD simulator written in Python
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poisson-mattingPython implementation of Poisson matting method
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GStreamer-PythonFetch RTSP Stream using GStreamer in Python and get image in Numpy
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slam-pythonSLAM - Simultaneous localization and mapping using OpenCV and NumPy.
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molmlA library to interface molecules and machine learning.
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SNNs-In-TensorflowImplementation of a Spiking Neural Network in Tensorflow.
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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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playgroundA Streamlit application to play with machine learning models directly from the browser
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pnumpyParallel NumPy seamlessly speeds up NumPy for large arrays (64K+ elements) with no change required to existing code.
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wavioA Python module for reading and writing WAV files using numpy arrays.
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gcf-packsLibrary packs for google cloud functions
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python-sharearrayShare numpy arrays across processes efficiently ideal for large, read-only datasets
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vidpipeVideo data processing pipeline using OpenCV
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nlp-notebooksA collection of natural language processing notebooks.
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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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Information-RetrievalInformation Retrieval algorithms developed in python. To follow the blog posts, click on the link:
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ndtestmulti-dimensional statistical test with python
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