LearnpythonforresearchThis repository provides everything you need to get started with Python for (social science) research.
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Psi4numpyCombining Psi4 and Numpy for education and development.
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VirgilioVirgilio is developed and maintained by these awesome people.
You can email us virgilio.datascience (at) gmail.com or join the Discord chat.
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Andrew Ng NotesThis is Andrew NG Coursera Handwritten Notes.
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StylenetA cute multi-layer LSTM that can perform like a human 🎶
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Rnn For Joint NluPytorch implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)
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Image Caption GeneratorA neural network to generate captions for an image using CNN and RNN with BEAM Search.
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ContextConText v4: Neural networks for text categorization
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DeepseqslamThe Official Deep Learning Framework for Route-based Place Recognition
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Har Keras CnnHuman Activity Recognition (HAR) with 1D Convolutional Neural Network in Python and Keras
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Eli5A library for debugging/inspecting machine learning classifiers and explaining their predictions
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Open source demosA collection of demos showcasing automated feature engineering and machine learning in diverse use cases
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Screenshot To CodeA neural network that transforms a design mock-up into a static website.
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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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Food Recipe Cnnfood image to recipe with deep convolutional neural networks.
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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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TelemanomA framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.
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Data Science PortfolioPortfolio of data science projects completed by me for academic, self learning, and hobby purposes.
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Trump LiesTutorial: Web scraping in Python with Beautiful Soup
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Sc17SuperComputing 2017 Deep Learning Tutorial
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Ai Learn人工智能学习路线图,整理近200个实战案例与项目,免费提供配套教材,零基础入门,就业实战!包括:Python,数学,机器学习,数据分析,深度学习,计算机视觉,自然语言处理,PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域
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Python BigdataData science and Big Data with Python
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Gasyori100knockimage processing codes to understand algorithm
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Image To 3d BboxBuild a CNN network to predict 3D bounding box of car from 2D image.
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Amazing Feature EngineeringFeature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.
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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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ContextilyContext geo-tiles in Python
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Deep Learning BookRepository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
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ml-bookCodice sorgente ed Errata Corrige del mio libro "A tu per tu col Machine Learning"
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lstm harLSTM based human activity recognition using smart phone sensor dataset
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chronistLong-term analysis of emotion, age, and sentiment using Lifeslice and text records.
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dltfHands-on in-person workshop for Deep Learning with TensorFlow
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tf-ran-cellRecurrent Additive Networks for Tensorflow
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LSTM-sentiment-analysisLSTM sentiment analysis. Please look at my another repo for SVM and Naive algorithem
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Stanford Cs231Resources for students in the Udacity's Machine Learning Engineer Nanodegree to work through Stanford's Convolutional Neural Networks for Visual Recognition course (CS231n).
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DrowsyDriverDetectionThis is a project implementing Computer Vision and Deep Learning concepts to detect drowsiness of a driver and sound an alarm if drowsy.
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EBIM-NLIEnhanced BiLSTM Inference Model for Natural Language Inference
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DeltapyDeltaPy - Tabular Data Augmentation (by @firmai)
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tapmapCommand line keyboard heatmap generator.
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covid-19Data ETL & Analysis on the global and Mexican datasets of the COVID-19 pandemic.
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