ThesemicolonThis repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.
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Image-ClassifierFinal Project of the Udacity AI Programming with Python Nanodegree
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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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Text predictorChar-level RNN LSTM text generator📄.
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Chameleon recsysSource code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems
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Pytorch Kaldipytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.
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Midi RnnGenerate monophonic melodies with machine learning using a basic LSTM RNN
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BackpropHeterogeneous automatic differentiation ("backpropagation") in Haskell
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StockpricepredictionStock Price Prediction using Machine Learning Techniques
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ms-convSTAR[RSE21] Pytorch code for hierarchical time series classification with multi-stage convolutional RNN
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Image-ClassificationPre-trained VGG-Net Model for image classification using tensorflow
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DeepLearning-PadhAIAll the code files related to the deep learning course from PadhAI
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Customer-Feedback-AnalysisMulti Class Text (Feedback) Classification using CNN, GRU Network and pre trained Word2Vec embedding, word embeddings on TensorFlow.
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VariationalNeuralAnnealingA variational implementation of classical and quantum annealing using recurrent neural networks for the purpose of solving optimization problems.
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MusicTransformer-PytorchMusicTransformer written for MaestroV2 using the Pytorch framework for music generation
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Offline-Signature-VerificationImplemented two papers for offline signature verification. Both use different deep learning techniques - Convolutional network and Siamese network.
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VWapi⛈ ☀️ Visual Weather api. Returns beautiful pictures with the current weather.
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FARED for Anomaly DetectionOfficial source code of "Fast Adaptive RNN Encoder-Decoder for Anomaly Detection in SMD Assembly Machine"
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melodyoflifeMelody of Life is a step sequencer using cellular automata
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datascienvdatascienv is package that helps you to setup your environment in single line of code with all dependency and it is also include pyforest that provide single line of import all required ml libraries
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modulesThe official repository for our paper "Are Neural Nets Modular? Inspecting Functional Modularity Through Differentiable Weight Masks". We develop a method for analyzing emerging functional modularity in neural networks based on differentiable weight masks and use it to point out important issues in current-day neural networks.
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Neural-Plot-DevelopmentA Library for visualizing Neural Networks of the TensorFlow/Keras models.
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fmin adamMatlab implementation of the Adam stochastic gradient descent optimisation algorithm
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trackanimationTrack Animation is a Python 2 and 3 library that provides an easy and user-adjustable way of creating visualizations from GPS data.
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deep-learningProjects include the application of transfer learning to build a convolutional neural network (CNN) that identifies the artist of a painting, the building of predictive models for Bitcoin price data using Long Short-Term Memory recurrent neural networks (LSTMs) and a tutorial explaining how to build two types of neural network using as input the…
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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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blackoutProcedurally generated blackout poetry
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dufte📈 Minimalistic Matplotlib style
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ML-MCUCode for IoT Journal paper title 'ML-MCU: A Framework to Train ML Classifiers on MCU-based IoT Edge Devices'
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covid-19Data ETL & Analysis on the global and Mexican datasets of the COVID-19 pandemic.
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Predict-next-wordAn LSTM example using tensorflow to predict the next word in a text
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poemexeCode for the poem.exe bot on Twitter and Mastodon.
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SpeakerDiarization RNN CNN LSTMSpeaker Diarization is the problem of separating speakers in an audio. There could be any number of speakers and final result should state when speaker starts and ends. In this project, we analyze given audio file with 2 channels and 2 speakers (on separate channels).
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windmapStreamlines animation (matplotlib)
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NeuroFlowAwesome deep learning crate
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cnn-rnn-classifierA practical example on how to combine both a CNN and a RNN to classify images.
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distinctipyA lightweight package for generating visually distinct colours.
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novel writerTrain LSTM to writer novel (HongLouMeng here) in Pytorch.
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Solar-Rad-ForecastingIn these notebooks the entire research and implementation process carried out for the construction of various machine learning models based on neural networks that are capable of predicting levels of solar radiation is captured given a set of historical data taken by meteorological stations.
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