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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MatrexA blazing fast matrix library for Elixir/Erlang with C implementation using CBLAS.
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ResourcesPyMC3 educational resources
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Machine Learningnotebooks with example for machine learning examples
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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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GpflowGaussian processes in TensorFlow
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Seaborn TutorialThis repository is my attempt to help Data Science aspirants gain necessary Data Visualization skills required to progress in their career. It includes all the types of plot offered by Seaborn, applied on random datasets.
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Pymc Example ProjectExample PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.
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Data Analysis主要是爬虫与数据分析项目总结,外加建模与机器学习,模型的评估。
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Celeste.jlScalable inference for a generative model of astronomical images
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Data Science HacksData Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.
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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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PythonThis repository helps you understand python from the scratch.
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ThesemicolonThis repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.
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MachinelearningMachine learning algorithms implemented by pure numpy
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Psi4numpyCombining Psi4 and Numpy for education and development.
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WindroseA Python Matplotlib, Numpy library to manage wind data, draw windrose (also known as a polar rose plot), draw probability density function and fit Weibull distribution
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PaddlehelixBio-Computing Platform featuring Large-Scale Representation Learning and Multi-Task Deep Learning “螺旋桨”生物计算工具集
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Python SonicProgramming Music with Python, Sonic Pi and Supercollider
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Malware DetectionMalware Detection and Classification Using Machine Learning
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Interpret TextA library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.
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Probabilistic ModelsCollection of probabilistic models and inference algorithms
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Stock market predictionThis is the code for "Stock Market Prediction" by Siraj Raval on Youtube
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Timeseries fastaifastai V2 implementation of Timeseries classification papers.
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Static FrameImmutable and grow-only Pandas-like DataFrames with a more explicit and consistent interface.
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TensorflowDeep Learning Zero to All - Tensorflow
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SkyliftWi-Fi Geolocation Spoofing with the ESP8266
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Ipython NotebooksA collection of IPython notebooks covering various topics.
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Ml Feynman ExperienceA collection of analytics methods implemented with Python on Google Colab
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FauxtographTools for using a variational auto-encoder for latent image encoding and generation.
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TutorialsAI-related tutorials. Access any of them for free → https://towardsai.net/editorial
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OwnphotosSelf hosted alternative to Google Photos
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MaterialsBonus materials, exercises, and example projects for our Python tutorials
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Awesome JaxJAX - A curated list of resources https://github.com/google/jax
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Python Wechat Itchat微信机器人,基于Python itchat接口功能实例展示:01-itchat获取微信好友或者微信群分享文章、02-itchat获取微信公众号文章、03-itchat监听微信公众号发送的文章、04 itchat监听微信群或好友撤回的消息、05 itchat获得微信好友信息以及表图对比、06 python打印出微信被删除好友、07 itchat自动回复好友、08 itchat微信好友个性签名词云图、09 itchat微信好友性别比例、10 微信群或微信好友撤回消息拦截、11 itchat微信群或好友之间转发消息
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Spark Fm ParallelsgdImplementation of Factorization Machines on Spark using parallel stochastic gradient descent (python and scala)
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Awkward 0.xManipulate arrays of complex data structures as easily as Numpy.
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Vqa demoVisual Question Answering Demo on pretrained model
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Vae ClusteringUnsupervised clustering with (Gaussian mixture) VAEs
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Rl Adventure 2PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay
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NotebookerProductionise your Jupyter Notebooks as easily as you wrote them.
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Practical 1Oxford Deep NLP 2017 course - Practical 1: word2vec
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TensorfaceThis repo is deprecated, please use Deep Video Analytics which implements face recognition using TensorFlow and Facenet.
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HyperspectralDeep Learning for Land-cover Classification in Hyperspectral Images.
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SecSeed, Expand, Constrain: Three Principles for Weakly-Supervised Image Segmentation
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