Deep Learning NotesMy personal notes, presentations, and notebooks on everything Deep Learning.
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Lede AlgorithmsAlgorithms course materials for the Lede program at Columbia Journalism School
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Cnn Re TfConvolutional Neural Network for Multi-label Multi-instance Relation Extraction in Tensorflow
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AutofeatLinear Prediction Model with Automated Feature Engineering and Selection Capabilities
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Bet On SibylMachine Learning Model for Sport Predictions (Football, Basketball, Baseball, Hockey, Soccer & Tennis)
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Pixiedust nodeJupyter magic to allow Node.js code to run in a notebook
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Dl4mirDeep learning for MIR
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NbinteractCreate interactive webpages from Jupyter Notebooks
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MlCodes related to various ML Hackathons
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PqkmeansFast and memory-efficient clustering
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RosettaTools, wrappers, etc... for data science with a concentration on text processing
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Tensorflow Ml Nlp텐서플로우와 머신러닝으로 시작하는 자연어처리(로지스틱회귀부터 트랜스포머 챗봇까지)
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ThinkdspThink DSP: Digital Signal Processing in Python, by Allen B. Downey.
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EggEGG: Emergence of lanGuage in Games
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MiscellaneousScripts and code examples. Includes Spark notes, Jupyter notebook examples for Spark, Impala and Oracle.
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Scikit OptimizeSequential model-based optimization with a `scipy.optimize` interface
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NelEntity linking framework
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Road lane line detectionFind lane lines on the road using Python and OpenCV, applying Canny edge detectors and Hough line transforms
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Prefetch generatorSimple package that makes your generator work in background thread
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GermanwordembeddingsToolkit to obtain and preprocess german corpora, train models using word2vec (gensim) and evaluate them with generated testsets
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DebiasweRemove problematic gender bias from word embeddings.
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SvhnclassifierA TensorFlow implementation of Multi-digit Number Recognition from Street View Imagery using Deep Convolutional Neural Networks (http://arxiv.org/pdf/1312.6082.pdf)
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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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ResearchOpen sourced research notebooks by the QuantConnect team.
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Spark PracticeApache Spark (PySpark) Practice on Real Data
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Whotracks.meData from the largest and longest measurement of online tracking.
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TechDocumentation of all collective action from tech workers.
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AttentionnAll about attention in neural networks. Soft attention, attention maps, local and global attention and multi-head attention.
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Python GeospatialA collection of Python packages for geospatial analysis with binder-ready notebook examples
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Intro Spacy NlpAn introduction to using spaCy for NLP and machine learning
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FaceshifterTry to reproduce FaceShifter
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Alpha Zero GeneralA clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
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Neurotech CourseCS198-96: Intro to Neurotechnology @ UC Berkeley
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Mnist tutorialA tutorial for MNIST handwritten digit classification using sklearn, PyTorch and Keras.
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Tensorflow2.0 NotesTensorflow 2.0 Notes 提供了TF2.0案例实战以及TF2.0基础实战,目标是帮助那些希望和使用Tensorflow 2.0进行深度学习开发和研究的朋友快速入门,其中包含的Tensorflow 2.0教程基本通过测试保证可以成功运行(有问题的可以提issue,笔记网站正在建设中)。
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RecommendationRecommendation System using ML and DL
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Muffin Cupcakeclassifying muffin and cupcake recipes using support vector machines
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ItwmmIn The Wild 3D Morphable Models
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